Dr. Edwin K.P. Chong

Publications

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  books Top
2 E. K. P. Chong and S. H. Ù Zak, An Introduction to Optimization, Second Edition. New York, NY: John Wiley and Sons, Inc., 2001, ISBN 0-471-39126-3, xvi+477 pp. (Complete solutions manual, 137 pp.) 2001
1 E. K. P. Chong and S. H. Ù Zak, An Introduction to Optimization. New York, NY: John Wiley and Sons, Inc., 1996, ISBN 0-471-08949-4, xiii+409 pp. (Complete solutions manual, 129 pp.) Example of published review by Darko Kajfez, IEEE Antennas and Propagation Magazine, Volume 38, Issue 2, April 1996, p. 60. 1996
 
  Refereed Journal Articles Top
79 1. T. Katanyukul, W. S. Duff, and E. K. P. Chong, “Approximate dynamic programming for an inventory problem: Empirical comparison,” Computers & Industrial Engineering, vol. 60, no. 4, pp. 719–743, 2011. 2011
78 2. H. Li and E. K. P. Chong, “On a connection between information and group lattices,” Entropy, special issue on Advances in Information Theory, vol. 13, no. 3, pp. 683–708, March 2011. 2011
77 3. J. Smith, E. K. P. Chong, A. A. Maciejewski, and H. J. Siegel, “Overlay network resource allocation using a decentralized market-based approach,” Future Generation Computer Systems, vol. 28, no. 1, pp. 24–35, January 2012. 2011
76 4. R. Zahedi, A. Pezeshki, and E. K. P. Chong, “Measurement design for detecting sparse signals,” Physical Communication, to appear. 2011
75 5. E. K. P. Chong, S. A. Miller, and J. Adaska, “On Bellman’s principle with inequality constraints,” Operations Research Letters, to appear. 2011
74 6. Z. Zhang, A. Pezeshki, W. Moran, S. D. Howard, and E. K. P. Chong, “Error probability bounds for balanced binary relay trees,” IEEE Transactions on Information Theory, to appear. 2011
73 7. D. Shin, E. K. P. Chong, and H. J. Siegel, "Multi-postpath-based lookahead multiconstraint QoS routing," Journal of the Franklin Institute, to appear. 2011
72 Z. Zhang, S. Moola, and E. K. P. Chong, “Opportunistic fair scheduling in wireless networks: An approximate dynamic programming approach,” ACM Mobile Networks and Applications (MONET), special issue on Wireless Heterogeneous Networks and Next Generation Internet, vol. 15, no. 5, pp. 710–728, 2010. 2010
71 A. Pezeshki, L. L. Scharf, and E. K. P. Chong, “Constrained quadratic minimizations for signal processing and communications,” Journal of the Franklin Institute, special issue on Modelling and Simulation in Advanced Communications, vol. 347, no. 5, pp. 818–835, June 2010. 2010
70 D. Shin, E. K. P. Chong, and H. J. Siegel, "Multi-postpath-based lookahead multiconstraint QoS routing," International Journal of Advanced Electronic Communications, to appear. 2009
69 Y. Li, L. W. Krakow, E. K. P. Chong, and K. N. Groom, "Approximate stochastic dynamic programming for sensor scheduling to track multiple targets," Digital Signal Processing, vol. 19, no. 6, pp. 978--989, December 2009. 2009
68 Y. Wardi and E. Chong, “Editorial for the SI: Optimization of discrete event dynamic systems,” Discrete Event Dynamic Systems, special issue on Optimization of Discrete Event Dynamic Systems, vol. 19, no. 3, pp. 283–285, September 2009. 2009
67 E. K. P. Chong, C. Kreucher, and A. O. Hero III, “Partially observable Markov decision process approximations for adaptive sensing,” Discrete Event Dynamic Systems, special issue on Optimization of Discrete Event Dynamic Systems, vol. 19, no. 3, pp. 377–422, September 2009. 2009
66 Z. Zhang, S. Moola, and E. K. P. Chong, “Opportunistic fair scheduling in wireless networks: An approximate dynamic programming approach,” ACM Mobile Networks and Applications (MONET), special issue on Wireless Heterogeneous Networks and Next Generation Internet, to appear. 2009
65 S. A. Miller, Z. A. Harris, and E. K. P. Chong, “A POMDP framework for coordinated guidance of autonomous UAVs for multitarget tracking,” EURASIP Journal on Applied Signal Processing, special issue on Signal Processing Advances in Robots and Autonomy, vol. 2009, Article ID 724597, 17 pages, 2009. doi:10.1155/2009/724597 2009
64 Z. Ali, W. Sheikh, E. K. P. Chong, and A. Ghafoor, "A scalable call admission control algorithm," IEEE/ACM Transactions on Networking, vol. 16, no. 2, pp. 424-434, April 2008. 2008
63 V. Shestak, E. K. P. Chong, A. A. Maciejewski, L. Benmohamed, I.-J. Wang, and R. Daley, "A hybrid branch-and-bound and evolutionary approach for allocating strings of applications to heterogeneous distributed computing systems," Journal of Parallel and Distributed Computing, vol. 68, no. 4, pp. 410-426, April 2008. 2008
62 H. Li, P. R. Barbosa, E. K. P. Chong, J. Hannig, and S. R. Kulkarni, "Zero-error target tracking with limited communication," IEEE Journal on Selected Areas in Communications, special issue on Control and Communications, vol. 26, no. 4, pp. 686--694, May 2008. 2008
61 E. K. P. Chong, J. Hannig, and D. Estep, "Continuum modeling of large networks," International Journal of Numerical Modeling: Electronic Networks, Devices and Fields, vol. 21, no. 3, pp. 169--186, May/June 2008. 2008
60 Z. Zhang, Y. He, and E. K. P. Chong, "Opportunistic scheduling for OFDM systems with fairness constraints," EURASIP Journal on Wireless Communications and Networking, special issue on Cognitive Radio and Dynamic Spectrum Sharing Systems, vol. 2008, Article ID 215939, 12 pages, 2008. doi:10.1155/2008/215939 2008
59 L. L. Scharf, E. K. P. Chong, M. D. Zoltowski, J. S. Goldstein, and I. S. Reed, "Subspace expansion and the equivalence of conjugate direction and multistage Wiener filters," IEEE Transactions on Signal Processing, vol. 56, no. 10, pp. 5013--5019, October 2008. 2008
58 E. K. P. Chong and B. E. Brewington, "Decentralized rate control for tracking and surveillance networks," Ad Hoc Networks, special issue on Recent Advances in Wireless Sensor Networks, vol. 5, no. 6, pp. 910--928, August 2007. 2007
57 H. S. Chang and E. K. P. Chong, "Solving controlled Markov set-chains with discounting via multipolicy improvement," IEEE Transactions on Automatic Control, vol. 52, no. 3, pp. 564--569, March 2007. 2007
56 J. Hannig, E. K. P. Chong, and S. R. Kulkarni, "Relative frequencies of generalized simulated annealing," Mathematics of Operations Research, vol. 31, no. 1, pp. 199--216, February 2006. 2006
55 Y. He and E. K. P. Chong, "Sensor scheduling for target tracking: A Monte Carlo sampling approach," Digital Signal Processing, vol. 16, no. 5, pp. 533--545, September 2006. 2006
54 G. Wu, E. K. P. Chong, and R. L. Givan, "Predictive buffer control in delivering remotely stored video using proxy servers," Computer Networks, vol. 50, no. 18, pp. 3721--3742, December 2006. 2006
53 J. Lee, C. Rosenberg, and E. K. P. Chong, "Energy efficient schedulers in wireless networks: Design and optimization," Mobile Networks and Applications, vol.11, no.3, pp. 377-389, June 2006. 2006
52 J. Park, U. R. Savagaonkar, E. K. P. Chong, H. J. Siegel, and S. D. Jones, "Allocation of QoS connections in MF-TDMA satellite systems: A two-phase approach," IEEE Transactions on Vehicular Technology, vol. 54, no. 1, pp. 177--190, January 2005. 2005
51 A. Bashandy, E. K. P. Chong, and A. Ghafoor, "Generalized quality of service routing protocol using intelligent resource allocation scheme," IEEE Journal on Selected Areas in Communications, special issue on Intelligent Services and Applications in Next Generation Networks, vol. 23, no. 2, pp. 450--463, February 2005. 2005
50 S. Kalyanasundaram, J. Li, E. K. P. Chong, and N. B. Shroff, "Channel sharing scheme for packetswitched cellular networks," ACM/Baltzer Wireless Networks, vol. 11, no. 6, pp. 661--676, November 2005. 2005
49 H. S. Chang, R. L. Givan, and E. K. P. Chong, "Parallel rollout for online solution of partially observable Markov decision processes," Discrete Event Dynamic Systems, vol. 14, no. 3, pp. 309-- 341, 2004. 2004
48 U. Savagaonkar, E. K. P. Chong, and R. L. Givan, "Online pricing for bandwidth provisioning in multi-class networks," Computer Networks, vol. 44, no. 6, pp. 835--853, April 2004. 2004
47 S. Kalyanasundaram, E. K. P. Chong, and N. B. Shroff, "Markov decision processes with uncertain transition rates: Sensitivity and max-min control," Asian Journal of Control, special issue on Control of Discrete Event Systems, vol. 6, no. 2, pp. 253--269, June 2004. 2004
46 M. Veeraraghavan, X. Zheng, W.-C. Feng, H. Lee, E. K. P. Chong, and H. Li, "Scheduling and transport for file transfers on high-speed optical circuits," Journal of Grid Computing, special issue on High Performance Networking, vol. 1, no. 4, pp. 395--405, 2003 (published September 2004). 2004
45 X. Liu, N. B. Shroff, and E. K. P. Chong, "Opportunistic scheduling: An illustration of cross-layer design," Telecommunications Review, vol. 14, no. 6, pp. 947--959, December 2004. 2004
44 X. Liu, E. K. P. Chong, and N. B. Shroff, "A framework for opportunistic scheduling in wireless networks," Computer Networks, vol. 41, no. 4, pp. 451--474, March 2003. Awarded Best Paper Award for 2003. 2003
43 M. Xiao, N. B. Shroff, and E. K. P. Chong, "A utility-based power control scheme in wireless cellular systems," IEEE/ACM Transactions on Networking, vol. 11, no. 2, pp. 210--221, April 2003. 2003
42 J. Park, E. K. P. Chong, and H. J. Siegel, "Efficient multicast stream authentication using erasure codes," ACM Transactions on Information and System Security (TISSEC), vol. 6, no. 2, pp. 258--285, May 2003. 2003
41 S. Kalyanasundaram, E. K. P. Chong, and N. B. Shroff, "Optimal resource allocation in multi-class networks with user-specified utility functions," Computer Networks, vol. 38, no. 5, pp. 613--630, April 2002. 2002
40 J. Zhang and E. K. P. Chong, "Correction to 'CDMA systems in fading channels: Admissibility, network capacity, and power control'," IEEE Transactions on Information Theory, vol. 48, no. 4, p. 1000, April 2002. 2002
39 G. Wu, E. K. P. Chong, and R. L. Givan, "Burst-level congestion control using hindsight optimization," IEEE Transactions on Automatic Control, special issue on Systems and Control Methods for Communication Networks, vol. 47, no. 6, pp. 979--991, June 2002. 2002
38 R. L. Givan, E. K. P. Chong, and H. S. Chang, "Scheduling multiclass packet streams to minimize weighted loss," Queueing Systems: Theory and Applications (QUESTA), vol. 41, no. 3, pp. 241-- 270, July 2002. 2002
37 J. Zhang and E. K. P. Chong, "Linear MMSE multiuser receivers: MAI conditional weak convergence and network capacity," IEEE Transactions on Information Theory, vol. 48, no. 7, pp. 2114-- 2122, July 2002. 2002
36 S. Kalyanasundaram, E. K. P. Chong, and N. B. Shroff, "An efficient scheme to reduce handoff dropping in LEO satellite systems," ACM/Baltzer Wireless Networks, vol. 7, no. 1, pp. 75--85, January/ February 2001. 2001
35 S. Kalyanasundaram, E. K. P. Chong, and N. B. Shroff, "Admission control schemes to provide class-level QoS in multiservice networks," Computer Networks, vol. 35, pp. 307--326, 2001. 2001
34 J. Zhang, E. K. P. Chong, and D. N. C. Tse, "Output MAI distributions of linear MMSE multiuser receivers in DS-CDMA systems," IEEE Transactions on Information Theory, vol. 47, no. 3, pp. 1128--1144, March 2001. 2001
33 M. Xiao, N. B. Shroff, and E. K. P. Chong, "Resource management in power-controlled cellular wireless systems," Wireless Communications and Mobile Computing, vol. 1, no. 2, pp. 185--199, 2001. 2001
32 J. Zhang, E. K. P. Chong, and I. Kontoyiannis, "Unified spatial diversity combining and power allocation schemes for CDMA systems," IEEE Journal on Selected Areas in Communications,Wireless Communications Series, vol. 19, no. 7, pp. 1276--1288, July 2001. 2001
31 M. D. Theys, H. J. Siegel, and E. K. P. Chong, "Heuristics for scheduling data requests using collective communications in a distributed communication network," Journal of Parallel and Distributed Computing, special issue on Routing in Computer and Communication Systems, vol. 61, no. 9, pp. 1337--1366, September 2001. 2001
30 X. Liu, E. K. P. Chong, and N. B. Shroff, "Opportunistic transmission scheduling with resourcesharing constraints in wireless networks," IEEE Journal of Selected Areas in Communications, special issue on Mobility and Resource Management in Next Generation Wireless Systems, vol. 19, no. 10, pp. 2053--2064, October 2001. 2001
29 M. Xiao, N. B. Shroff, and E. K. P. Chong, "Distributed admission control for power-controlled cellular wireless systems," IEEE/ACM Transactions on Networking, vol. 9, no. 6, pp. 790--800, December 2001. 2001
28 J. D. Herdtner and E. K. P. Chong, "Analysis of a class of asynchronous power control algorithms for cellular wireless systems," IEEE Journal on Selected Areas in Communications, Wireless Communications Series, vol. 18, no. 3, pp. 436--446, March 2000. 2000
27 J. Zhang and E. K. P. Chong, "CDMA systems in fading channels: Admissibility, network capacity, and power control," IEEE Transactions on Information Theory, vol. 46, no. 3, pp. 962--981, May 2000. 2000
26 Z. Chen, K. Roy, and E. K. P. Chong, "Estimation of power dissipation under any statistics of primary inputs using a new power macromodeling technique," IEEE Transactions on Computer Aided Design of Integrated Circuits, vol. 19, no. 11, pp. 1363--1369, November 2000. 2000
25 X. Liu, E. K. P. Chong, and N. B. Shroff, "Efficient network utilization for multimedia wireless networks," in Mobile and Wireless Communication Networks, C. G. Omidyar, Ed., Vol. 1818 of Lecture Notes in Computer Science, Springer Verlag, 2000, ISBN: 3-540-67543-4, pp. 108--122. This volume constitutes the refereed proceedings of the International Workshop on Mobile and Wireless Communications Networks (MWCN 2000), held as part of the IFIP-TC6/European Union NETWORKING 2000 Conference in Paris, France, in May 2000 (see Conference Proceedings and Presentations, item [79]). The revised full papers presented were carefully reviewed and selected for inclusion in the volume. 2000
24 E. K. P. Chong, I.-J.Wang, and S. R. Kulkarni, "Noise conditions for prespecified convergence rates of stochastic approximation algorithms," IEEE Transactions on Information Theory, vol. 45, no. 2, pp. 810--814, March 1999. 1999
23 E. K. P. Chong, S. Hui, and S. H. Ù Zak, "An analysis of a class of neural networks for solving linear programming problems," IEEE Transactions on Automatic Control, special section on Neural Networks in Control, Identification, and Decision Making, vol. 44, no. 11, pp. 1995--2006, November 1999. 1999
22 J. Li, N. B. Shroff, and E. K. P. Chong, "A reduced-power channel reuse scheme for wireless packet cellular networks," IEEE/ACM Transactions on Networking, vol. 7, no. 6, pp. 818--832, December 1999. 1999
21 J. Li, N. B. Shroff, and E. K. P. Chong, "A new localized channel sharing scheme for cellular networks," ACM/Baltzer Wireless Networks, vol. 5, no. 6, pp. 503--517, December 1999. 1999
20 J. Li, N. B. Shroff, and E. K. P. Chong, "Channel carrying: A novel handoff scheme for mobile cellular networks," IEEE/ACM Transactions on Networking, vol. 7, no. 1, pp. 38--50, February 1999. 1999
19 C. Chatterjee, V. P. Roychowdhury, and E. K. P. Chong, "On relative convergence properties of principal component analysis algorithms," IEEE Transactions on Neural Networks, vol. 9, no. 2, pp. 319--329, March 1998. 1998
18 I.-J. Wang and E. K. P. Chong, "A deterministic analysis of stochastic approximation with randomized directions," IEEE Transactions on Automatic Control, vol. 43, no. 12, pp. 1745--1749, December 1998. 1998
17 C. Chatterjee and E. K. P. Chong, "Efficient algorithms for finding the center of conics and quadrics in noisy data," Pattern Recognition, vol. 30, no. 5, pp. 673--684, May 1997. 1997
16 C. Chatterjee, V. P. Roychowdhury, and E. K. P. Chong, "A nonlinear Gauss-Seidel algorithm for coplanar and noncoplanar camera calibration with convergence analysis," Computer Vision and Image Understanding, vol. 67, no. 1, pp. 58--80, July 1997. 1997
15 M. Perry, D. Elmore, F. Rickey, B. Bhukhanwala, and E. Chong, "Reducing the magnet switching time for AMS at PRIME Lab," Nuclear Instruments and Methods in Physics Research B, vol. 123, pp. 178--182, 1997. 1997
14 I.-J.Wang, E. K. P. Chong, and S. R. Kulkarni, "Weighted averaging and stochastic approximation," Mathematics of Control, Signals, and Systems, vol. 10, pp. 41--60, 1997. 1997
13 Y. Park and E. K. P. Chong "On d-inversion in interruptive timed discrete event systems," IEEE Transactions on Automatic Control, vol. 42, no. 11, pp. 1550--1554, November 1997. 1997
12 I-J. Wang, E. K. P. Chong, and S. R. Kulkarni, "Equivalent necessary and sufficient conditions on noise sequences for stochastic approximation algorithms," Advances in Applied Probability, vol. 28, pp. 784--801, 1996. 1996
11 Y. Park and E. K. P. Chong, "Distributed inversion in timed discrete event systems," Discrete Event Dynamic Systems: Theory and Applications, vol. 5, no. 2/3, pp. 219--241, April/July 1995. 1995
10 J.-H. Kim, J.-H. Park, S.-W. Lee, and E. K. P. Chong, "A two-layered fuzzy logic controller for systems with deadzones," IEEE Transactions on Industrial Electronics, vol. 41, no. 2, pp. 155--162, April 1994. 1994
9 E. K. P. Chong and P. J. Ramadge, "Stochastic optimization of regenerative systems using infinitesimal perturbation analysis," IEEE Transactions on Automatic Control, vol. 39, no. 7, pp. 1400--1410, July 1994. 1994
8 E. K. P. Chong and P. J. Ramadge, "Optimal load sharing in soft real-time systems using likelihood ratios," Journal of Optimization Theory and Applications, vol. 82, no. 1, pp. 23--48, July 1994. 1994
7 J.-H. Kim, K.-C. Kim, and E. K. P. Chong, "Fuzzy precompensated PID controllers," IEEE Transactions on Control Systems Technology, vol. 2, no. 4, pp. 406--411, December 1994. 1994
6 E. K. P. Chong and P. J. Ramadge, "Optimization of queues using an infinitesimal perturbation analysis-based stochastic algorithm with general update times," SIAM Journal on Control and Optimization, vol. 31, no. 3, pp. 698--732, May 1993. 1993
5 J.-H. Kim, J.-H. Park, S.-W. Lee, and E. K. P. Chong, "Fuzzy precompensation of PD controllers for systems with deadzones," Journal of Intelligent and Fuzzy Systems, vol. 1, no. 2, pp. 125--133, August 1993. 1993
4 E. K. P. Chong and W. Zhao, "User controlled optimization of task scheduling for imprecise computer systems," Information and Software Technology, vol. 34, no. 4, pp. 263--275, August 1992. 1992
3 E. K. P. Chong and P. J. Ramadge, "Convergence of recursive optimization algorithms using in- finitesimal perturbation analysis estimates," Discrete Event Dynamic Systems: Theory and Applications, vol. 1, no. 4, pp. 339--372, June 1992. 1992
2 E. K. P. Chong and W. Zhao, "Performance evaluation of scheduling algorithms for imprecise computer systems," Journal of Systems and Software, vol. 15, no. 3, pp. 261--277, July 1991. 1991
1 W. Zhao and E. K. P. Chong, "Performance evaluation of scheduling algorithms for dynamic imprecise soft real-time computer systems," Australian Computer Science Communications, vol. 11, no. 1, pp. 329--340, 1989. 1989
 
  Textbooks Top
1 E. K. P. Chong and S. H. Zak, An Introduction to Optimization, Third Edition. New York, NY: John Wiley and Sons, Inc., 2008, ISBN ISBN 0-471-75800-0, xvi+584 pp. (Complete solutions manual, 181 pp.) 2008
 
  Refereed Chapters in Books Top
9 E. K. P. Chong, C. Kreucher, and A. O. Hero III, "POMDP approximation using simulation and heuristics," Chapter 8 in Foundations and Applications of Sensor Management, A. O. Hero, D. Casta˜non, D. Cochran, and K. Kastella, Eds., Chapter 5, Springer, 2008, ISBN: 978-0-387-27892-6, pp. 95-120. 2008
8 E. K. P. Chong, "Markov Processes," Chapter 12, Section 2, in Foundations and Applications of Sensor Management, A. O. Hero, D. Castanon, D. Cochran, and K. Kastella, Eds., Springer, 2008, ISBN: 978-0-387-27892-6, pp. 273--278. 2008
7 E. K. P. Chong, C. Kreucher, and A. O. Hero III, "POMDP approximation methods based on heuristics and simulation," Chapter 8 in Foundations and Applications of Sensor Management, Springer, to appear 2007. 2007
6 Y. Park and E. K. P. Chong, "Monitoring of automata discrete event systems," in Discrete Event and Hybrid Systems in Robotics and Automation, T. Sobh, Ed., Chapter 5, Nova Science Publishers, Inc., 2006, ISBN: 1-59454-463-8, pp. 111--190. 2006
5 Modeling and Design of Wireless Networks, E. K. P. Chong, Ed., Proc. of SPIE Vol. 4531, 2001. 2001
4 E. K. P. Chong, "Discrete-event systems and their optimization," in Perspectives in Control Engineering: Technologies, Applications, and New Directions, Chapter 2, T. Samad, Ed., IEEE Press, 2000, ISBN: 0-7803-5356-0, pp. 20--41. 2000
3 X. Liu, E. K. P. Chong, and N. B. Shroff, "Efficient network utilization for multimedia wireless networks," in Mobile and Wireless Communication Networks, C. G. Omidyar, Ed., Vol. 1818 of Vita: Edwin K. P. Chong (February 11, 2008) 26 Lecture Notes in Computer Science, Springer Verlag, 2000, ISBN: 3-540-67543-4, pp. 108--122. This volume constitutes the refereed proceedings of the International Workshop on Mobile and Wireless Communications Networks (MWCN 2000), held as part of the IFIP-TC6/European Union NETWORKING 2000 Conference in Paris, France, in May 2000 (see Conference Proceedings and Presentations, item [79]). The revised full papers presented were carefully reviewed and selected for inclusion in the volume. 2000
2 E. K. P. Chong, "On-line optimization of queues using infinitesimal perturbation analysis," in Discrete Event Systems, Manufacturing Systems, and Communication Networks, P. R. Kumar and P. P. Varaiya, Eds., Vol. 73 of Institute for Mathematics and its Applications (IMA) Volumes in Mathematics and its Applications, Springer-Verlag, 1995, ISBN: 0-387-97987-5, pp. 41--57. 1995
1 E. K. P. Chong andW. Zhao, "Task scheduling for imprecise computer systems with user controlled optimization," in Computing and Information, R. Janicki and W. W. Koczkodaj, Eds., Amsterdam, Netherlands: Elsevier Science Publishers (North Holland), Chapter 7, 1989, ISBN: 0-444-880550, pp. 441--446. 1989
 
  Refereed Conference Proceedings Top
145 P. R. Barbosa, E. K. P. Chong, S. Suvorova, and W. Moran, "Multitarget multisensor tracking in an urban environment: A closed-loop approach," in Proceedings of the Conference on Signal and Data Processing of Small Targets 2008 (SPIE Vol. 6969), part of the SPIE Symposium on Defense and Security Symposium, Orlando, Florida, March 16--20, 2008, Paper 6969-27, pp. 69690W-1--69690W-12. 2008
144 E. K. P. Chong, C. Kreucher, and A. O. Hero III, "Monte-Carlo-based partially observable Markov decision process approximations for adaptive sensing," in Proceedings of the 9th International Workshop on Discrete Event Systems (WODES'08), Goteborg, Sweden, May 28--30, 2008, pp. 173--180 (Invited paper). 2008
143 Z. Zhang, S. Moola, and E. K. P. Chong, "Approximate stochastic dynamic programming for opportunistic fair scheduling in wireless networks," in Proceedings of the 47th IEEE Conference on Decision and Control, Cancun, Mexico, December 9--11, 2008, pp. 1404--1409. 2008
142 H. Li and E. K. P. Chong, "On connections between group homomorphisms and the Ingleton inequality," in Proceedings of the 2007 IEEE International Symposium on Information Theory, Nice, France, June 24--29, 2007, pp. 1996--2000. 2007
141 H. Li and E. K. P. Chong, "Information lattices and subgroup lattices: Isomorphisms and approximations," in Proceedings of the 45th Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, September 26--28, 2007 2007
140 K. D.Wong, C.W. Gin, R. Rajeswari,W. L.Woon, and E. K. P. Chong, "Feasibility of a PDE-based teletraffic model for cellular networks," in Proceedings of the IEEE International Conference on Intelligent & Advanced Systems (ICIAS2007), Kuala Lumpur, Malaysia, November 25--28, 2007. 2007
139 S. Miller and E. K. P. Chong, "Flow-rate control for managing communications in tracking and surveillance networks," in Proceedings of the Conference on Signal and Data Processing of Small Targets 2005 (SPIE Vol. 6699), part of the SPIE Symposium on Optics & Photonics, San Diego, California, August 26--30, 2007. 2007
138 D. Shin, E. K. P. Chong, and H. J. Siegel, "Multi-postpath-based lookahead multiconstraint QoS routing," presented at Minisymposium on Advanced Topics in Communications, part of the 8th Hellenic European Research on Computer Mathematics and its Applications Conference, Athens, Greece, September 20--22, 2007. 2007
137 Y. Li, L. W. Krakow, E. K. P. Chong, and K. N. Groom, "Dynamic sensor management for multisensor multitarget tracking," Proceedings of the 40th Annual Conference on Information Sciences and Systems, Princeton, New Jersey, March 22--24, 2006 (Invited paper), pp. 1397--1402. 2006
136 J. Lee, C. Rosenberg, and E. K. P. Chong, "An opportunistic power-saving mode and scheduler design for wireless local area networks," in Proceedings of the 2006 IEEEWireless Communications and Networking Conference (WCNC'06), Las Vegas, Nevada, April 3--6, 2006, to appear. 2006
135 R. Daley, R. Holder, I.-J. Wang, J. Pistole, M. Dale, C. Pascale, H. J. Siegel, E. K. P. Chong, A. A. Maciejewski, V. Shestak, and D. Marinescu, "Representation and evaluation of complex options within mission plans and contingency plans," presented at 74th Military Operations Research Society Symposium (MORSS), Colorado Springs, Colorado, June 13--15, 2006. 2006
134 J. Hannig, E. K. P. Chong, and D. J. Estep, "Continuum models for large stochastic networks," presented at Conference on Stochastic Networks (SNC'06), Urbana, Illinois, June 19--24, 2006. 2006
133 P. R. Barbosa, H. Li, E. K. P. Chong, J. Hannig, and S. R. Kulkarni, "Zero-error target tracking through limited querying of binary sensors," in Proceedings of the 44th Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, September 27--29, 2006. 2006
132 Y. Li, L. W. Krakow, E. K. P. Chong, and K. N. Groom, "Approximate stochastic dynamic programming for sensor scheduling to track multiple targets," in Proceedings of the 2006 Workshop on Defense Applications of Signal Processing (DASP'06), The Kingfisher Bay Resort, Fraser Island, Queensland, Australia, December 10--14, 2006 (Invited paper). 2006
131 E. K. P. Chong, "Adaptive sensing: Formulation, approximation, and application," presented at Workshop on Signals, Sensors, and Scheduling, The University of Melbourne and The University of Adelaide, December 18--20, 2006 (Invited paper). 2006
130 Z. Zhang, Y. He, and E. K. P. Chong, "Opportunistic downlink scheduling for Multiuser OFDM systems," in Proceedings of the 2005 IEEE Wireless Communications and Networking Conference (WCNC'05), New Orleans, LA, March 13--17, 2005, pp. 1206--1212 (Invited paper). 2005
129 J. Herdtner and E. K. P. Chong, "Throughput-storage tradeoff in ad hoc networks," in Proceedings of the 2005 IEEE INFOCOM, Miami, FL, March 13--17, 2005, pp. 2536--2542. 2005
128 Y. He and E. K. P. Chong, "Sensor scheduling for target tracking: A Monte Carlo sampling approach," in Proceedings of the 2005 Workshop on Defense Applications of Signal Processing (DASP'05), The Homestead Resort, Midway, Utah, March 27--April 1, 2005 (Invited paper). 2005
127 V. Shestak, E. K. P. Chong, A. A. Maciejewski, H. J. Siegel, L. Benmohamed, I.-J. Wang, and R. Daley, "Resource allocation for periodic applications in a shipboard environment," presented at the 14th Heterogeneous Computing Workshop (HCW 2005) (cosponsors: IEEE Computer Society, INRIA, and Office of Naval Research), in the Proceedings of the of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), Denver, Colorado, April 4--8, 2005. 2005
126 E. K. P. Chong, "A Monte Carlo method for dynamic sensor management," presented at the NSF Active Sensing and Sensor Management Workshop, Ann Arbor, Michigan, May 26--27, 2005 (Invited paper). 2005
125 J. Lee, C. Rosenberg, and E. K. P. Chong, "Power-saving mode parameter optimization," in Proceedings of the IEEE International Conference on Wireless Networks, Communications, and Mobile Computing (WIRELESSCOM), Maui, Hawaii, June 13--16, 2005, pp. 686--691. 2005
124 E. K. P. Chong, "Adaptive sensor management," presented at the ARO-MURI Adaptive Sensing Workshop, Atlanta, Georgia, August 1--3, 2005 (Invited paper). 2005
123 E. K. P. Chong and B. E. Brewington, "Distributed communications resource management for tracking and surveillance networks," in Proceedings of the Conference on Signal and Data Processing of Small Targets 2005 (SPIE Vol. 5913), part of the SPIE Symposium on Optics & Photonics, San Diego, California, July 31--August 4, 2005, pp. 280--291. 2005
122 J. Hannig, E. K. P. Chong, and S. R. Kulkarni, "Relative frequencies of non-homogeneous Markov chains in simulated annealing and related algorithms," in Proceedings of the Joint 44th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC'05), Seville, Spain, December 12--15, 2005 (Invited paper), pp. 6626--6631. 2005
121 A. Pezeshki, L. L. Scharf, M. Lundberg, and E. K. P. Chong, "Constrained quadratic minimizations for signal processing and communications," in Proceedings of the Joint 44th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC'05), Seville, Spain, December 12--15, 2005, pp. 7949--7953. 2005
120 H. S. Chang and E. K. P. Chong, "On solving controlled Markov set-chains via multi-policy improvement," in Proceedings of the Joint 44th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC'05), Seville, Spain, December 12--15, 2005, pp. 8058--8063. 2005
119 M. Veeraraghavan, X. Zheng,W.-C. Feng, H. Lee, E. K. P. Chong, and H. Li, "Scheduling and transport for file transfers on high-speed optical circuits," in Proceedings of the Second International Workshop on Protocols for Fast Long-Distance Networks (PFLDnet 2004), Argonne National Laboratory, Argonne, Illinois, February 16--17, 2004, www-didc.lbl.gov/PFLDnet2004/program.htm. 2004
118 J. Lee, C. Rosenberg, and E. K. P. Chong, "Energy efficient scheduler design in wireless networks," in Proceedings of the 2nd Workshop on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt'04), Cambridge, UK, March 24--26, 2004, pp. 237--246. 2004
117 D. Shin, E. K. P. Chong, and H. J. Siegel, "Survivable multipath routing using link penalization," in Proceedings of the 23rd IEEE International Performance, Computing, and Communications Conference (IPCCC 2004) (edited by H. Hassanein, R. L. Oliver, G. G. Richard III, and L. F. Wilson), Phoenix, Arizona, April 14--17, 2004, pp. 115--122. 2004
116 M. Veeraraghavan, H. Lee, H. Li, and E. K. P. Chong, "Lambda scheduling algorithm for file transfers on high-speed optical circuits," in Proceedings of the Workshop on Grids and Advanced Networks (GAN04), part of the IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2004), Chicago, Illinois, April 19--22, 2004, pp. 617--624. 2004
115 M. Veeraraghavan, H. Lee, E. K. P. Chong, and H. Li, "A varying-bandwidth list scheduling heuristic for file transfers," in Proceedings of the 2004 International Conference on Communications (ICC 2004), Paris, France, June 20--24, 2004, pp. 1050--1054. 2004
114 E. K. P. Chong, "Dynamic resource management," presented at the 3rd International Symposium on Parallel and Distributed Computing (ISPDC'04), in association with HeteroPar'04, University College Cork, Ireland, July 5--8, 2004 (Invited talk presented to entire symposium). 2004
113 E. K. P. Chong, "Online pricing for bandwidth provisioning in multi-class networks," presented at the Internet EconomicsWorkshop, Montreal, Canada, July 16--17, 2004 (George Kesidis, organizer), part of the 2004 Stochastic Networks Conference (SNC'04) (Invited paper). 2004
112 E. K. P. Chong, "Analysis and simulation of large networks," presented at the 2nd DoE Workshop on Multiscale Mathematics, Broomfield, Colorado, July 22--24, 2004 (Invited talk presented to entire workshop). 2004
111 L. L. Scharf, E. K. P. Chong, and Z. Zhang, "Algebraic equivalence of matrix conjugate direction and matrix multistage filters for estimating random vectors," in Proceedings of the 43rd IEEE Conference on Decision and Control (CDC'04), Atlantis Resort, Paradise Island, Bahamas, December 14--17, 2004, pp. 4175--4179. 2004
110 Y. He and E. K. P. Chong, "Sensor scheduling for target tracking in sensor networks," in Proceedings of the 43rd IEEE Conference on Decision and Control (CDC'04), Atlantis Resort, Paradise Island, Bahamas, December 14--17, 2004, pp. 743--748. 2004
109 L. L. Scharf, L. T. McWhorter, E. K. P. Chong, J. S. Goldstein, and M. D. Zoltowski, "Algebraic equivalence of conjugate direction and multistage Wiener filters," in Proceedings of the Eleventh Annual Workshop on Adaptive Sensor Array Processing (ASAP), Lexington, Massachusetts, March 11--13, 2003. (Session I: STAP and ABF, Paper #10, CD ROM ESC-TR-2002-088.) 2003
108 R. S. Tupelly, J. Zhang, and E. K. P. Chong, "Opportunistic scheduling for streaming video in wireless networks," in Proceedings of the 37th Annual Conference on Information Sciences and Systems, Baltimore, Maryland, March 12--14, 2003. 2003
107 J. Park, E. K. P. Chong, H. J. Siegel, and I. Ray, "Constructing fair-exchange protocols for ecommerce via distributed computation of RSA signatures," in Proceedings of the Twenty-Second ACM Symposium on Principles of Distributed Computing (PODC 2003), Security in Distributed Computing Special Track, Boston, Massachusetts, July 13--16, 2003, pp. 172--181. 2003
106 L. L. Scharf, E. K. P. Chong, and L. T. McWhorter, "Iterative filtering in expanding subspaces for radar, sonar, and data communication," presented at Lake Louise Workshop on New Directions for Statistical Signal Processing in the 21st Century, Lake Louise, Alberta, October 5--10, 2003 (Invited paper). 2003
105 N. B. Shroff, X. Liu, and E. K. P. Chong, "Optimal opportunistic scheduling in wireless networks," in Proceedings of the 2003 IEEE Vehicular Technology Conference (VTC Fall 2003), Orlando, Florida, October 6--9, 2003, pp. 1417--1421. 2003
104 H. Abu-Amara, J. Lee, C. Rosenberg, and E. K. P. Chong, "Efficient roaming over heterogeneous wireless networks," in Proceedings of the 2003 WNCG Wireless Networking Symposium, University of Texas at Austin, October 22--24, 2003. 2003
103 J. Park, I. Ray, E. K. P. Chong, and H. J. Siegel, "A certified e-mail protocol suitable for mobile environments," in Proceedings of the 2003 IEEE Global Communications Conference (GLOBECOM 2003), Communications Security Symposium, San Francisco, CA, December 1--5, 2003, pp. 1394-- 1398. 2003
102 G. Wu, E. K. P. Chong, and R. L. Givan, "Buffer control at video-streaming proxy servers," in Proceedings of the 2003 IEEE Global Communications Conference (GLOBECOM 2003), San Francisco, CA, December 1--5, 2003, pp. 3558--3563. 2003
101 G. Wu, E. K. P. Chong, and R. L. Givan, "Congestion control using policy rollout," in Proceedings of the 42nd IEEE Conference on Decision and Control (CDC'03), Maui, Hawaii, December 9--12, 2003, pp. 4825--4830 (Invited paper). 2003
100 U. Savagaonkar, R. Givan, and E. K. P. Chong, "Dynamic pricing for bandwidth provisioning," in Proceedings of the 36th Annual Conference on Information Sciences and Systems, Princeton, New Jersey, March 20--22, 2002, pp. 177--182. 2002
99 J. Park, E. K. P. Chong, and H. J. Siegel, "Efficient multicast packet authentication using signature amortization," in Proceedings of the 2002 IEEE Symposium on Security and Privacy (SSP 2002), Oakland, California, May 12--15, 2002, pp. 227--240. 2002
98 D. Shin, E. K. P. Chong, and H. J. Siegel, "A multiconstraint QoS routing scheme using a modified Dijkstra's algorithm," in Networks: Proceedings of the Joint International Conference on Wireless LANs and Home Networks (ICWLHN 2002) and Networking (ICN 2002), Networks 2002, B. Bing and P. Lorenz, Eds., Atlanta, Georgia, August 26--29, 2002, pp. 65--76. 2002
97 X. Liu, E. K. P. Chong, and N. B. Shroff, "Joint scheduling and power-allocation for interference management in wireless networks," in Proceedings of the 2002 IEEE Vehicular Technology Conference (VTC Fall 2002), Vancouver, Canada, September 24--28, 2002, pp. 1892--1896. 2002
96 U. Savagaonkar, R. Givan, and E. K. P. Chong, "Sampling techniques for zero-sum, discounted Markov games," in Proceedings of the 40th Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, October 2--4, 2002, pp. 285--294. 2002
95 E. K. P. Chong, X. Liu, and N. B. Shroff, "Optimal transmission scheduling," presented at the 17th IEEE Annual Computer Communications Workshop (CCW 2002), Santa Fe, New Mexico, October 13--16, 2002 (Invited paper). 2002
94 S. Kalyanasundaram, E. K. P. Chong, and N. B. Shroff, "Markov decision processes with uncertain transition rates: Sensitivity and robust control," in Proceedings of the 41st IEEE Conference on Decision and Control (CDC'02), Las Vegas, Nevada, December 10--13, 2002, pp. 3799--3804. 2002
93 G. Wu, E. K. P. Chong, and R. L. Givan, "Streaming stored video over AIMD transport protocols," in Proceedings of the IEEE Fourth International Symposium on Multimedia Software Engineering (MSE'2002), Newport Beach, California, December 11--13, 2002, pp. 304--311 (Invited paper). 2002
92 M. Xiao, N. B. Shroff, and E. K. P. Chong, "Utility-based power control in cellular wireless systems," in Proceedings of the 2001 IEEE INFOCOM, Anchorage, Alaska, April 22--26, 2001, pp. 412--421. 2001
91 X. Liu, E. K. P. Chong, and N. B. Shroff, "Transmission scheduling for efficient wireless network utilization," in Proceedings of the 2001 IEEE INFOCOM, Anchorage, Alaska, April 22--26, 2001, pp. 776--785. 2001
90 G. Wu, E. K. P. Chong, and R. L. Givan, "Congestion control via online sampling," in Proceedings of the 2001 IEEE INFOCOM, Anchorage, Alaska, April 22--26, 2001, pp. 1271--1280. 2001
89 P. Dharwadkar, H. J. Siegel, and E. K. P. Chong, "A heuristic for dynamic bandwidth allocation with preemption and degradation for prioritized requests," in Proceedings of the 21st International Conference on Distributed Computing Systems (ICDCS 2001), Phoenix, Arizona, April 16--19, 2001, pp. 547--556 (nominated for Best Paper Award). 2001
88 D. Shin, E. K. P. Chong, and H. J. Siegel, "A multiconstraint QoS routing scheme using the depth- first search method with limited crankbacks," in Proceedings of the 2001 IEEE Workshop on High Performance Switching and Routing (HPSR 2001), Dallas, Texas, May 29--31, 2001, pp. 385--389. 2001
87 J. Zhang and E. K. P. Chong, "A unified study on the MAI Gaussianity in large CDMA systems with MMSE receivers," in Proceedings of the 2001 IEEE International Symposium on Information Theory, Washington, DC, June 24--29, 2001, p. 305. 2001
86 A. Naik, H. J. Siegel, and E. K. P. Chong, "Dynamic resource allocation for classes of prioritized session and data requests in preemptive heterogeneous networks," in Proceedings of the 2001 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2001), Vol. II, Las Vegas, Nevada, June 25--28, 2001, pp. 787--796. 2001
85 M. Xiao, N. B. Shroff, and E. K. P. Chong, "Power control for wideband cellular wireless systems with link adaptation," in Proceedings of SPIE ITCom 2001 (International Symposium and Exhibit on the Convergence of Information Technology and Communications), Vol. 4526 (Scalability and Traffic Control in IP Networks), Denver, Colorado, August 20--24, 2001. 2001
84 S. Kalyanasundaram, E. K. P. Chong, and N. B. Shroff, "Optimal resource allocation in multiclass networks with user-specified utility functions," in Proceedings of the 17th International Teletraffic Congress (ITC), Salvador da Bahia, Brazil, September 24--28, 2001, pp. 1175--1186. 2001
83 X. Liu, E. K. P. Chong, and N. B. Shroff, "Transmission scheduling with QoS constraints in wireless systems with time-varying channels," in Proceedings of the 2001 IEEE Vehicular Technology Conference (VTC Fall 2001), Atlantic City, New Jersey, October 7--11, 2001, pp. 824--828. 2001
82 S. D. Jones, I.-J. Wang, E. K. P. Chong, and H. J. Siegel, "A MetaNet architecture for end-to-end quality of service (QoS) over disparate networks," in Proceedings of 2001 IEEE Military Communications Conference (MILCOM 2001), Tysons Corner, Virginia, October 28--31, 2001, paper 285. 2001
81 H. S. Chang, R. Givan, and E. K. P. Chong, "On-line scheduling via sampling," in Proceedings of The Fifth International Conference on Artificial Intelligence Planning and Scheduling (AIPS2000), Breckenridge, CO, April 14--17, 2000, pp. 62--71. 2000
80 J. Zhang, E. K. P. Chong, and D. N. C. Tse, "Distributions of the output MAI of linear MMSE multiuser receivers in DS-CDMA systems," in Proceedings of the 2000 IEEE International Symposium on Information Theory, Sorento, Italy, June 25--30, 2000, p. 382. 2000
79 M. D. Theys, H. J. Siegel, and E. K. P. Chong, "A model and heuristics for scheduling data traffic at the application level in a distributed computing environment," in Proceedings of the 2000 International Conference on Parallel and Distributed Processing Technologies and Applications (PDPTA 2000), Vol. III, Las Vegas, Nevada, June 26--29, 2000, pp. 1239--1245. 2000
78 J. Zhang and E. K. P. Chong, "Power control for spread spectrum networks in fading channels," in Proceedings of the 6th IEEE International Symposium on Spread-Spectrum Techniques and Applications (ISSSTA 2000), Newark, NJ, September 6--8, 2000, pp. 790--794. 2000
77 J. Zhang and E. K. P. Chong, "MAI conditional weak convergence and network capacity in wireless networks with MMSE receivers," in Proceedings of the 38th Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, October 4--6, 2000, pp. 287--296 (Invited paper). 2000
76 S. Kalyanasundaram, E. K. P. Chong, and N. B. Shroff, "Admission control schemes to provide class-level QoS in multiservice networks," in Proceedings of the 38th Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, October 4--6, 2000, pp. 113-122. 2000
75 J. Park, U. R. Savagaonkar, E. K. P. Chong, H. J. Siegel, and S. D. Jones, "Efficient resource allocation for QoS channels in MF-TDMA satellite systems," in Proceedings of 2000 IEEE Military Communications Conference (MILCOM 2000), Los Angeles, California, October 22--25, 2000, pp. U19.6.1--U19.6.5. 2000
74 X. Liu, E. K. P. Chong, and N. B. Shroff, "Efficient network utilization for multimedia wireless networks," in Proceedings of International Workshop on Mobile and Wireless Communications Networks (MWCN 2000), part of the IFIP-TC6/European Commission NETWORKING 2000 International Conference, Paris, France, May 16--17, 2000, pp. 108--122. 2000
73 J. Zhang, E. K. P. Chong, and I. Kontoyiannis, "Unified spatial diversity combining and power allocation schemes for CDMA systems," in Proceedings of the 2000 IEEE Global Telecommunications Conference (GLOBECOM 2000), San Francisco, California, November 27--December 1, 2000, pp. 114--118. 2000
72 E. K. P. Chong, R. L. Givan, and H. S. Chang, "A framework for simulation-based network control via hindsight optimization," in Proceedings of the 39th IEEE Conference on Decision and Control, Sydney, Australia, December 12--15, 2000, pp. 1433--1438 (Invited paper). 2000
71 J. Zhang and E. K. P. Chong, "CDMA systems with random spreading in fading channels: Network capacity and power control," in Proceedings of the 1999 IEEE INFOCOM, New York, New York, March 21--25, 1999, pp. 940--947. 1999
70 S. Kalyanasundaram, J. Li, E. K. P. Chong, and N. B. Shroff, "Channel sharing scheme for packetswitched cellular networks," in Proceedings of the 1999 IEEE INFOCOM, New York, New York, March 21--25, 1999, pp. 609--616. 1999
69 J. Li, N. B. Shroff, and E. K. P. Chong, "The study of a channel sharing scheme in wireless cellular networks including handoffs," in Proceedings of the 1999 IEEE INFOCOM, New York, New York, March 21--25, 1999, pp. 1179--1186. 1999
68 J. Li, N. B. Shroff, and E. K. P. Chong, "A static power control scheme for wireless cellular networks," in Proceedings of the 1999 IEEE INFOCOM, New York, New York, March 21--25, 1999, pp. 932--939. 1999
67 A. Bashandy, E. Chong, and A. Ghafoor, "Network modeling and jitter control for multimedia communication over broadband network," in Proceedings of the 1999 IEEE INFOCOM, New York, New York, March 21--25, 1999, pp. 559--566. 1999
66 E. K. P. Chong, "Stochastic search and optimization in discrete event systems: An overview of parametric and nonparametric methods," in Proceedings of the 1999 American Control Conference, San Diego, California, June 2--4, 1999, pp. 378--382. 1999
65 S. Chatterjea, E. K. P. Chong, H. J. Siegel, S. D. Jones, M. Jurczyk, and I.-J. Wang, "Quality of service attributes in a hierarchical system for global information dissemination: A preliminary study," in Proceedings of the 1999 International Conference on Parallel and Distributed Processing Technologies and Applications (PDPTA '99), Special Session on Quality of Service in High-Performance Distributed Systems, Las Vegas, Nevada, June 28--July 1, 1999, pp. 1076--1082. 1999
64 J. Herdtner and E. K. P. Chong, "A class of distributed asynchronous power control algorithms for cellular wireless systems," in Proceedings of the 37th Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, September 22--24, 1999, pp. 485--494. 1999
63 M. Xiao, N. B. Shroff, and E. K. P. Chong, "Distributed connection admission control for powercontrolled cellular wireless systems," in Proceedings of the 37th Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, September 22--24, 1999, pp. 495-- 504. 1999
62 Z. Ali, E. K. P. Chong, and A. Ghafoor, "A scalable call admission control algorithm for ATM networks," in Proceedings of the 1999 IEEE Global Telecommunications Conference (GLOBECOM 1999), Rio de Janeiro, Brazil, December 5--9, 1999, pp. 1648--1654. 1999
61 J. Li, N. B. Shroff, and E. K. P. Chong, "A channel sharing scheme to improve system capacity and quality of service in wireless cellular networks," in Proceedings of the Third IEEE Symposium on Computers and Communications (ISCC'98), Athens, Greece, June 30--July 2, 1998, pp. 700--704. 1998
60 J. Zhang and E. K. P. Chong, "Admissibility and network capacity of power-controlled CDMA systems in fading channels," in Proceedings of the 36th Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, September 23--25, 1998, pp. 282--291. 1998
59 J. Herdtner and E. K. P. Chong, "Analysis of a simple distributed power control algorithm," in Proceedings of the 36th Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, September 23--25, 1998, pp. 296--297. 1998
58 S. Kalyanasundaram, E. K. P. Chong, and N. B. Shroff, "An efficient scheme to reduce handoff dropping in LEO satellite systems," in Proceedings of theWorkshop on Multimedia Networking, part of Proceedings of the 17th IEEE Symposium on Reliable Distributed Systems, Purdue University, West Lafayette, Indiana, October 20--23, 1998, pp. 431--437. 1998
57 Z. Chen, K. Roy, and E. K. P. Chong, "Estimation of power sensitivity for sequential circuits with application to power macromodeling," in Proceedings of the IEEE/ACM International Conference on Computer-Aided Design (ICCAD98), San Jose, California, November 8--12, 1998, pp. 468--472. 1998
56 L. G. Sison and E. K. P. Chong, "Repetitive learning control for linear periodic plants," in Proceedings of the 37th IEEE Conference on Decision and Control, Tampa, Florida, December 16--18, 1998, pp. 1244--1247. 1998
55 J. Li, N. B. Shroff, and E. K. P. Chong, "Channel carrying: A novel handoff scheme for mobile cellular networks," in Proceedings of the 1997 IEEE INFOCOM (16th Annual Joint Conference of the IEEE Computer and Communication Societies), Kobe, Japan, April 9--11, 1997, pp. 909--917. 1997
54 C. Chatterjee, V. P. Roychowdhury, and E. K. P. Chong, "Convergence study of principal component analysis algorithms," in Proceedings of the IEEE International Conference on Neural Networks (ICNN'97), Houston, Texas, June 8--12, 1997, pp. 1798--1803. 1997
53 E. K. P. Chong, "Adaptive parameter tuning in discrete event systems," presented at IEEE Robotics and Automation Conference, Workshop on Discrete Event and Hybrid Systems, Albuquerque, NM, April 20--25, 1997 (Invited Paper). 1997
52 L. G. Sison and E. K. P. Chong, "Design of repetitive learning controllers," in Proceedings of the 36th IEEE Conference on Decision and Control, San Diego, California, December 10--12, 1997, pp. 3763--3764. 1997
51 E. K. P. Chong, I.-J. Wang, and S. R. Kulkarni, "On conditions for convergence rates of stochastic approximation algorithms," in Proceedings of the 36th IEEE Conference on Decision and Control, San Diego, California, December 10--12, 1997. pp. 2279--2280. 1997
50 I-J. Wang and E. K. P. Chong, "A deterministic analysis of simultaneous perturbation stochastic approximation," in Proceedings of the 30th Annual Conference on Information Sciences and Systems, Princeton, New Jersey, March 20--22, 1996, pp. 918--922. 1996
49 E. K. P. Chong, "Discussions on simultaneous perturbation stochastic approximation," presented at INFORMS (Institute for Operations Research and Management Science) National Meeting, Washington, DC, May 5--8, 1996 (Invited Paper). 1996
48 C. Chatterjee and E. K. P. Chong, "An efficient algorithm for finding the center of conics and quadrics in noisy data," in Proceedings of the 35th IEEE Conference on Decision and Control, Kobe, Japan, December 11--13, 1996, pp. 3735--3736. 1996
47 I.-J.Wang, E. K. P. Chong, and S. R. Kulkarni, "Weighted averaging and stochastic approximation," in Proceedings of the 35th IEEE Conference on Decision and Control, Kobe, Japan, December 11-- 13, 1996, pp. 1071--1076. 1996
46 L. G. Sison and E. K. P. Chong, "No-reset iterative learning control," in Proceedings of the 35th IEEE Conference on Decision and Control, Kobe, Japan, December 11--13, 1996, pp. 3062--3063. 1996
45 E. K. P. Chong and S. H. Ù Zak, "Neurofuzzy adaptive controllers for nonlinear dynamic systems," presented at Neural Adaptive Control Technology Workshop: NACT I, Glasgow, Scotland, May 18--19, 1995. 1995
44 S. Bavishi and E. K. P. Chong, "Testability analysis using a discrete event systems framework," in Proceedings of the 1995 American Control Conference, Seattle, Washington, June 21--23, 1995, pp. 2621--2625. 1995
43 Y. Park and E. K. P. Chong, "Fault detection and identification in communication networks: A discrete event systems approach," in Proceedings of the 33rd Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, October 4--6, 1995, pp. 126--135 (Invited Paper). 1995
42 E. K. P. Chong, S. Hui, and S. H. Ù Zak, "On dynamic gradient systems for solving linear programs: A sliding mode analysis," in Proceedings of the 34th IEEE Conference on Decision and Control, New Orleans, Louisiana, December 13--15, 1995, pp. 2109--2114. 1995
41 I-J.Wang, E. K. P. Chong, and S. R. Kulkarni, "On equivalence of some noise conditions for stochastic approximation algorithms," in Proceedings of the 34th IEEE Conference on Decision and Control, New Orleans, Louisiana, December 13--15, 1995, pp. 3849--3854 (One of five finalists for the Best Student Paper Award). 1995
40 B. Bhukhanwala, E. K. P. Chong, and D. Elmore "A bilevel control architecture for rapid magnet cycling," in Proceedings of the 34th IEEE Conference on Decision and Control, New Orleans, Louisiana, December 13--15, 1995, pp. 1726--1731. 1995
39 Y. Park and E. K. P. Chong, "On d-inversion in timed discrete event systems with interruption," in Proceedings of the 34th IEEE Conference on Decision and Control, New Orleans, Louisiana, December 13--15, 1995, pp. 2592--2597. 1995
38 I.-J. Wang and E. K. P. Chong, "Continuous binary search with noisy information using bisection algorithms," Proceedings of the 28th Annual Conference on Information Sciences and Systems, Princeton, New Jersey, March 16--18, 1994, pp. 758--762. 1994
37 J.-H. Kim, S.-W. Lee, and E. K. P. Chong, "Some experiments with a fuzzy precompensated PD controller," in Proceedings of the 1994 American Control Conference, Baltimore, Maryland, June 29--July 1, 1994, pp. 981--982. 1994
36 T. W. Then and E. K. P. Chong, "Genetic algorithms in noisy environments," in Proceedings of the 9th IEEE International Symposium on Intelligent Control, Columbus, Ohio, August 16--18, 1994, pp. 225--230. 1994
35 L. G. Sison and E. K. P. Chong, "Fuzzy modeling by induction and pruning of decision trees," in Proceedings of the 9th IEEE International Symposium on Intelligent Control, Columbus, Ohio, August 16--18, 1994, pp. 166--171. 1994
34 Y. Park and E. K. P. Chong, "Sensor assignment for invertibility in interruptive timed discrete event systems," in Proceedings of the 9th IEEE International Symposium on Intelligent Control, Columbus, Ohio, August 16--18, 1994, pp. 207--212. 1994
33 S. Bavishi and E. K. P. Chong, "Automated fault diagnosis using a discrete event systems framework," in Proceedings of the 9th IEEE International Symposium on Intelligent Control, Columbus, Ohio, August 16--18, 1994, pp. 213--218. 1994
32 I.-J. Wang, E. K. P. Chong, and S. R. Kulkarni, "Necessity of Kushner-Clark condition for convergence of stochastic approximation algorithms," in Proceedings of the 32nd Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, September 28--30, 1994, pp. 167--175. 1994
31 Y. Park and E. K. P. Chong, "Sensor assignment for invertibility of timed Petri nets," in Proceedings of the 32nd Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, September 28--30, 1994, pp. 719--727 (Invited Paper). 1994
30 E. K. P. Chong, "A recursive approach to stochastic optimization via infinitesimal perturbation analysis," in Proceedings of the 33rd IEEE Conference on Decision and Control, Lake Buena Vista, Florida, December 14--16, 1994, pp. 1984--1989 (Invited Paper). 1994
29 I.-J.Wang, E. K. P. Chong, and R.W. Quong, "Sample complexity of continuous binary search with noisy information," in Proceedings of the 33rd IEEE Conference on Decision and Control, Lake Buena Vista, Florida, December 14--16, 1994, pp. 650-651. 1994
28 I.-J. Wang and E. K. P. Chong, "Acceleration of stochastic approximation algorithms," presented at 11th Annual Ohio State University Control Workshop, Columbus, Ohio, April 24, 1993. 1993
27 Y. Park and E. K. P. Chong, "Inversion of timed Petri nets," presented at 11th Annual Ohio State University Control Workshop, Columbus, Ohio, April 24, 1993. 1993
26 S. Bavishi and E. K. P. Chong, "Automated fault diagnosis of manufacturing systems," presented at 11th Annual Ohio State University Control Workshop, Columbus, Ohio, April 24, 1993. 1993
25 E. K. P. Chong, "Inversion of GSMPs," presented at Institute for Mathematics and Its Applications Workshop on Discrete Event Systems, University of Minnesota, Minneapolis, Minnesota, May 10-- 14, 1993 (Invited Paper). 1993
24 Y. Park and E. K. P. Chong, "Structural sensitivity analysis of discrete event systems by inversion," in Proceedings of the 1993 American Control Conference, San Francisco, California, June 2--4, 1993, pp. 1214--1218. 1993
23 E. K. P. Chong and Y. Park, "Perturbation analysis for structural changes," presented at Conference on Applied Probability in Engineering, Computer and Communication Sciences, sponsored by INRIA/ORSA/TIMS/SMAI, Paris, France, June 16--18, 1993 (Invited Paper). 1993
22 Y. Park and E. K. P. Chong, "On the eventual invertibility of timed Petri nets," in Proceedings of the 36th IEEE Midwest Symposium on Circuits and Systems, Detroit, Michigan, August 16--18, 1993, pp. 336--339 (Invited Paper). 1993
21 Y. Park and E. K. P. Chong, "Inversion of timed Petri nets," in Proceedings of the 8th IEEE International Symposium on Intelligent Control, Chicago, Illinois, August 25--27, 1993, pp. 285--290. 1993
20 J.-H. Kim, J.-H. Park, S.-W. Lee, and E. K. P. Chong, "Control of systems with deadzones using PD controllers with fuzzy precompensation," in Proceedings of the of the 8th IEEE International Symposium on Intelligent Control, Chicago, Illinois, August 25--27, 1993, pp. 451--456. 1993
19 J.-H. Kim, S.-W. Lee, K.-C. Kim, and E. K. P. Chong, "Fuzzy precompensation of PID controllers," in Proceedings of the 2nd IEEE Conference on Control Applications, Vancouver, B.C., Canada, September 13--16, 1993, pp. 183--188. 1993
18 I.-J. Wang and E. K. P. Chong, "On acceleration of stochastic approximation for optimization of discrete event systems," in Proceedings of the 31st Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, September 29--October 1, 1993, pp. 948--957 (Invited Paper). 1993
17 E. K. P. Chong, "Distributed asynchronous stochastic optimization using infinitesimal perturbation analysis," presented at the ORSA/TIMS Joint National Meeting, Phoenix, Arizona, October 31-- November 3, 1993 (Invited Paper). 1993
16 Y. Park and E. K. P. Chong, "On the eventual invertibility of discrete event systems and its applications," in Proceedings of the 32nd IEEE Conference on Decision and Control, San Antonio, Texas, December 15--17, 1993, pp. 680--685. 1993
15 E. K. P. Chong, "On the construction of sample paths of discrete event systems in parallel," in Proceedings of the 32nd IEEE Conference on Decision and Control, San Antonio, Texas, December 15--17, 1993, pp. 2205--2210 (Invited Paper). 1993
14 E. K. P. Chong and P. J. Ramadge, "Optimization algorithms with general update times using IPA estimates," presented at 2nd ORSA Telecommunications Conference, Boca Raton, Florida, March 9--11, 1992 (Invited paper). 1992
13 Y. Park and E. K. P. Chong, "Optimal design of discrete event systems," presented at 10th Annual Ohio State University Control Workshop, Columbus, Ohio, April 11, 1992. 1992
12 E. K. P. Chong, "Optimization of tandem networks using a distributed asynchronous algorithm with IPA estimators," in Proceedings of the 1992 American Control Conference, Chicago, Illinois, June 24--26, 1992, pp. 3196--3200. 1992
11 E. K. P. Chong, "Gradient optimization using infinitesimal perturbation analysis," presented at SIAM Conference on Control and its Applications, Minneapolis, Minnesota, September 17--19, 1992 (Invited paper). 1992
10 E. K. P. Chong, "Distributed asynchronous optimization using IPA," presented at 2nd Perturbation Analysis Workshop, Amherst, Massachusetts, October 10--11, 1992. 1992
9 E. K. P. Chong, "On distributed stochastic optimization of regenerative systems using IPA," in Proceedings of the 31st IEEE Conference on Decision and Control, Tucson, Arizona, December 16--18, 1992, pp. 3203--3208. 1992
8 E. K. P. Chong and P. J. Ramadge, "On regenerative stochastic approximations with applications to optimization using IPA," in Proceedings of the 25th Annual Conference on Information Sciences and Systems, Baltimore, Maryland, March 20--22, 1991, pp. 743--748. 1991
7 E. K. P. Chong and P. J. Ramadge, "Stochastic optimization algorithms using IPA with general update times," in Proceedings of the 1991 Discrete Event Systems Workshop, Amherst, Massachusetts, June 21-23, 1991 (Abstract only). 1991
6 E. K. P. Chong and P. J. Ramadge, "Recursive stochastic optimization of queues using IPA derivative estimates," presented at SIAM Conference on Applied Probability in Science and Engineering, New Orleans, Louisiana, March 5--7, 1990. 1990
5 E. K. P. Chong and P. J. Ramadge, "Convergence of recursive optimization algorithms using IPA derivative estimates," in Proceedings of the 1990 American Control Conference, San Diego, California, May 23--25, 1990, pp. 1022--1027, (Invited paper; Awarded Best Paper Presentation Award). 1990
4 E. K. P. Chong and P. J. Ramadge, "On a stochastic optimization algorithm using IPA which updates after every customer," in Proceedings of the 28th Annual Allerton Conference on Communication, Control and Computing, Monticello, Illinois, October 3--5, 1990, pp. 658--667. 1990
3 E. K. P. Chong and P. J. Ramadge, "Optimal load sharing in soft real-time systems: An on-line algorithm using likelihood ratio estimates," in Proceedings of the 29th IEEE Conference on Decision and Control, Honolulu, Hawaii, December 5--7, 1990, pp. 652--657. 1990
2 W. Zhao and E. K. P. Chong, "Performance evaluation of scheduling algorithms for dynamic imprecise soft real-time computer systems," presented at Twelfth Australian Computer Science Conference, Wollongong, NSW, Australia, February 8--10, 1989. Paper published in Australian Computer Science Communications, vol. 11, no. 1, 1989, pp. 329--340. 1989
1 E. K. P. Chong andW. Zhao, "Task scheduling for imprecise computer systems with user controlled optimization," presented at 1989 International Conference on Computing and Information, Toronto, Canada, May 23--27, 1989; also in Computing and Information, R. Janicki and W. W. Koczkodaj, Eds., Amsterdam, Netherlands: North Holland, 1989, pp. 441--446. 1989
 
  Non-Refereed Journal Articles / Chapters / Proceedings / Transactions Top
11 Y. Zhang, E. K. P. Chong, J. Hannig, and D. Estep, “On continuum limits of Markov chains and network modeling,” in Proceedings of the 49th IEEE Conference on Decision and Control, Atlanta, Georgia, December 15–17, 2010, pp. 6779–6784. 2010
10 R. Zahedi, A. Pezeshki, and E. K. P. Chong, “Robust measurement design for detecting sparse signals: Equiangular uniform tight frames and Grassmannian packings,” in Proceedings of the 2010 American Control Conference, Baltimore, Maryland, June 30–July 2, 2010, Paper ThC05.1, pp. 4070–4075. 2010
9 P. R. Barbosa and E. K. P. Chong, “Adaptive sensing for target tracking in covert operations,” in Proceedings of the Conference on Signal Processing, Sensor Fusion, and Target Recognition XVIII (SPIE Vol. 7336), part of the SPIE Symposium on Defense, Security + Sensing, Orlando, Florida, April 13–17, 2009, Paper 7336-10. 2009
8 J. A. Gubner, L. L. Scharf, and E. K. P. Chong, “Exponential error bounds for binary detection using arbitrary binary sensors and an all-purpose fusion rule in wireless sensor networks,” in Proceedings of the 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), Taipei, Taiwan, April 19–24, 2009, pp. 2781–2784. 2009
7 V. Shestak, E. K. P. Chong, A. A. Maciejewski, and H. J. Siegel, “Robust sequential resource allocation in heterogeneous distributed systems with random compute node failures,” presented at the 18th International Heterogeneity in Computing Workshop (HCW 2009) (cosponsors: IEEE Computer Society and Office of Naval Research), in the Proceedings of the 23rd IEEE International Parallel and Distributed Processing Symposium (IPDPS’09), Rome, Italy, May 25–29, 2009. 2009
6 S. A. Miller, Z. A. Harris, and E. K. P. Chong, “Coordinated guidance of autonomous UAVs via nominal belief-state optimization,” in Proceedings of the 2009 American Control Conference, St. Louis, Missouri, June 10–12, 2009, Paper ThB06.6, pp. 2811–2818. 2009
5 J. T. Smith, E. K. P. Chong, A. A. Maciejewski, and H. J. Siegel, “Stochastic-based robust dynamic resource allocation in a heterogeneous computing system,” in Proceedings of the 38th International Conference on Parallel Processing (ICPP-2009), Vienna, Austria, September 22–25, 2009, pp. 188– 195. 2009
4 J. Gubner, E. K. P. Chong, and L. L. Scharf, “Aggregation and compression of distributed binary decisions in a wireless sensor network,” in Proceedings of the 48th IEEE Conference on Decision and Control, Shanghai, China, December 16–18, 2009, pp. 909–913. 2009
3 H. Li and E. K. P. Chong, “Search on lines and graphs,” in Proceedings of the 48th IEEE Conference on Decision and Control, Shanghai, China, December 16–18, 2009, pp. 5780–5785. 2009
2 E. K. P. Chong, “Approximate Stochastic Dynamic Programming for Resource Management with Partial Observations,” INFORMS Annual Meeting, Washington, DC, October 12–15, 2008 (Invited Paper). 2008
1 L. W. Krakow, E. K. P. Chong, K. N. Groom, J. Harrington, Y. Li, and B. Rigdon, "Control of perimeter surveillance wireless sensor networks via partially observable Markov decision process," in Proceedings of the 2006 40th Annual IEEE International Carnahan Conference on Security Technology (ICCST), Lexington, Kentucky, October 17--20, 2006, pp. 261--268. 2006
 
  Other (e.g.: Lab Texts, Book Reviews, Technical Reports, In-House Reports) Top
10 U. Savagaonkar, R. L. Givan, and E. K. P. Chong, "Sampling techniques for zero-sum, discounted Markov games," Tech. Rep. TR-ECE 02-??, School of Electrical and Computer Engineering, Purdue University, June 2002 (vi+38 pp.). 2002
9 P. Dharwadkar, H. J. Siegel, and E. K. P. Chong, "A study of dynamic bandwidth allocation with preemption and degradation for prioritized requests," Tech. Rep. TR-ECE 00-9, School of Electrical and Computer Engineering, Purdue University, July 2000 (108 pp.). 2000
8 A. D. Naik, H. J. Siegel, and E. K. P. Chong, "Dynamic bandwidth allocation for requests with classes and priorities in preemptive distributed networks," Tech. Rep. TR-ECE 00-10, School of Electrical and Computer Engineering, Purdue University, July 2000 (100 pp.). 2000
7 X. Liu, E. K. P. Chong, and N. B. Shroff, "An access protocol to provide QoS in wireless networks," Tech. Rep. TR-ECE 00-14, School of Electrical and Computer Engineering, Purdue University, November 2000 (44 pp.). 2000
6 J.-H. Kim, J.-H. Park, S.-W. Lee, and E. K. P. Chong, "A fuzzy precompensator design for PD control of systems with deadzones," Tech. Rep. TR-EE 93-16, School of Electrical Engineering, Purdue University, April 1993 (23 pp.). 1993
5 T. W. Then and E. K. P. Chong, "Genetic algorithms in noisy environments," Tech. Rep. TR-EE 93-36, School of Electrical Engineering, Purdue University, November 1993 (24 pp.). 1993
4 J.-H. Kim, J.-H. Park, S.-W. Lee, and E. K. P. Chong, "A novel approach to fuzzy logic controller design for systems with deadzones," Tech. Rep. TR-EE 92-44, School of Electrical Engineering, Purdue University, October 1992 (25 pp.). 1992
3 E. K. P. Chong, "Control of queues in soft real-time imprecise computer systems," Tech. Rep., Department of Electrical and Electronic Engineering, University of Adelaide, South Australia, August 1988 (20 pp.). 1988
2 E. K. P. Chong, "A fast active subharmonic transponder," Tech. Rep., Department of Electrical and Electronic Engineering, University of Adelaide, South Australia, May 1987 (92 pp.). 1987
1 E. K. P. Chong, "A token ring LAN adaptor for a speech node," Tech. Rep., Department of Electrical and Electronic Engineering, University of Adelaide, South Australia, October 1987; also Texas Instruments Australia, Sydney, New South Wales (81 pp.). 1987
 
  Manuscripts Accepted for Publication (in press) Top
6 Y. Li, L. W. Krakow, E. K. P. Chong, and K. N. Groom, "Approximate stochastic dynamic programming for sensor scheduling to track multiple targets," Digital Signal Processing, to appear. 2008
5 S. A. Miller, Z. A. Harris, and E. K. P. Chong, "A POMDP framework for coordinated guidance of autonomous UAVs for multitarget tracking," EURASIP Journal on Applied Signal Processing, special issue on Signal Processing Advances in Robots and Autonomy, to appear. 2008
4 P. R. Barbosa and E. K. P. Chong, "Adaptive sensing for target tracking in covert operations," in Proceedings of the Conference on Signal Processing, Sensor Fusion, and Target Recognition XVIII (SPIE Vol. 7336), part of the SPIE Symposium on Defense, Security + Sensing, Orlando, Florida, April 13--17, 2009, Paper 7336-10. 2008
3 J. A. Gubner, L. L. Scharf, and E. K. P. Chong, "Exponential error bounds for binary detection using arbitrary binary sensors and an all-purpose fusion rule in wireless sensor networks," in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Taipei, Taiwan, April 19--24, 2009, to appear. 2008
2 V. Shestak, E. K. P. Chong, A. A. Maciejewski, and H. J. Siegel, "Robust sequential resource allocation in heterogeneous distributed systems with random compute node failures," 18th International Heterogeneity in Computing Workshop (HCW 2009) in the Proceedings of the 23rd IEEE International Parallel and Distributed Processing Symposium (IPDPS'09), Rome, Italy, May 25--29, 2009. 2008
1 S. A. Miller, Z. A. Harris, and E. K. P. Chong, "Coordinated guidance of autonomous UAVs via nominal belief-state optimization," in Proceedings of the 2009 American Control Conference, St. Louis, Missouri, June 10--12, 2009, to appear. 2008
 

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