Ali Pezeshki: Publications

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A. Pezeshki, Y. Chi, L. L. Scharf, and E. K. P. Chong, "Compressed sensing, sparse inversion, and model mismatch," in Compressed Sensing and Its Applications, H. Boche, R. Calderbank, G. Kutyniok, and J. Vybiral, Eds., Applied and Numerical Harmonic Analysis, New York, NY: Springer, ISBN: 978- 3-319-16041-2 (Print) 978-3-319-16042-9 (Online), 2015, ch. 3, pp. 75-95.

W. U. Bajwa and A. Pezeshki, "Finite frames for sparse signal processing," in Finite Frames: Theory and Applications, P. Casazza and G. Kutyniok, Eds., Birkhauser, 2012, Chapter 9, pp. 303-306.

Y. Chi, A. Pezeshki, and A. R. Calderbank, "Complementary waveforms for sidelobe suppression and radar polarimetry," in Principles of Waveform Diversity and Design, M. Wicks, E. Mokole, S. Blunt, R. Schneible, and V. Amuso, Eds., SciTech Publishing, Inc., 2011, Chapter 53, pp. 828-843.

Journal Papers:

Y. Liu, E. K. P. Chong, and A. Pezeshki, "Improved bounds for greedy strategy in optimiza- tion problems with curvature," Discrete Apllied Mathematics, submitted Jun. 2017

Y. Liu, Z. Zhang, E. K. P. Chong, and A. Pezeshki, "Performance bounds with curvature for batched greedy optimization," J. Optimization Theory and Applications, submitted Feb. 2017.

A. A. Maciejewski, T. W. Chen, Z. S. Byrne, M. A. de Miranda, L. B. Sample-McMeeking, B. M. Notaros, A. Pezeshki, S. Roy, A. M. Leland, M. D. Reese, A. H. Rosales, T. J. Siller, R. F. Toftness, O. Notaros, "A holistic approach to transforming undergraduate electrical engineering education," IEEE Access, vol. 5, pp. 8148-8161, Mar. 2017.

Z. Zhang, Y. Wang, E. K. P. Chong, A. Pezeshki, and L. L. Scharf, "Subspace selection for projection maximization with matroid constraints," IEEE Trans. Signal Processing, vol. 65, no. 5, pp. 1339-1351, Mar. 2017.

Z. Zhang, E. K. P. Chong, A. Pezeshki, and W. Moran, "Near-optimal distributed detection in balanced binary relay trees," IEEE Trans. on Control of Network Systems, to appear (IEEE Early Access DOI: 10.1109/TCNS.2016.2562507, May 2016).

P. Pakrooh, L.L.Scharf, and A. Pezeshki, "Threshold effects in parameter estimation from compressed data," IEEE Trans. Signal Processing, vol. 64, no. 9, pp. 2345-2354, May 2016.

P. Pakrooh, L. L. Scharf, and A. Pezeshki, ``Modal analysis using co-prime arrays," IEEE Trans. Signal Processing, vol. 64, no. 9, pp. 2429-2442, May 2016.

Z. Zhang, E. K. P. Chong, A. Pezeshki, and W. Moran, "String submodular functions with curvature constraints,'' IEEE Trans. Automatic Control, vol. 61, no. 3, pp. 601-616, Mar. 2016.

P. Pakrooh, A. Pezeshki, L. L. Scharf, D. Cochran, and S. D. Howard, "Analysis of Fisher Information and the Cramer-Rao bound for nonlinear parameter estimation after random compression," IEEE Trans. Signal Processing, vol. 63, no. 23, pp. 6423-6428, Dec. 2015.

V. Bandara, A. Pezeshki, and A. Jayasumana, ``A spatiotemporal model for internet traffic anomalies,'' IET Networks, special issue on Teletraffic Engineering in Communications Systems, vol. 3, no. 1, pp. 41-53, Mar. 2014.

Z. Zhang, E. K. P. Chong, A. Pezeshki, and W. Moran, "Hypothesis testing in feedforward networks with broadcast failures," IEEE J. Selected Topics in Signal Processing, special issue on Learning-Based Decision Making in Dynamic Systems under Uncertainty, vol. 7, no. 5, pp. 797-810, Oct. 2013.

R. Zahedi, L. Krakow, E. K. P. Chong, and A.Pezeshki, "Adaptive estimation of time-varying sparse signals," IEEE Access, vol. 1, pp. 449-464, Jul. 2013.

Z. Zhang, E. K. P. Chong, A. Pezeshki, W. Moran, S. D. Howard, "Detection performance for balanced binary relay trees with node and link failures," IEEE Trans. Signal Processing, vol. 61, no. 9, pp. 2165-2177, May 2013.

Z. Zhang, E. K. P. Chong, A. Pezeshki, W. Moran, S. D. Howard, "Learning in hierarchical social networks," IEEE J. Selected Topics in Signal Processing, special issue on Adaptation and Learning over Complex Networks, vol. 7, no. 2, pp. 305-317, April 2013.

Z. Zhang, A. Pezeshki, W. Moran, S. D. Howard, and E. K. Chong, "Error probability bounds for balanced binary relay trees," IEEE Trans. Information Theory, vol. 58, no. 6, pp. 3548-3563, Jun. 2012.

R. Zahedi, A. Pezeshki, and E. K. P. Chong, "Measurement design for detecting sparse signals", Physical Communication: Special Issue on Compressive Sensing in Communications, vol. 5, no. 2, pp. 64-75, Jun. 2012.

Y. Chi, L. L. Scharf, A. Pezeshki, and A. R. Calderbank, "Sensitivity to basis mismatch in compressed sensing," IEEE Trans. Signal Processing, vol. 59, no. 5, pp. 2182-2195, May 2011. [IEEE SP Society Best Young Author Award]

T. R. Qureshi, M. D. Zoltowski, R. Calderbank, and A. Pezeshki "Unitary design of radar waveform diversity sets," Digital Signal Processing, vol. 21, no. 2, pp. 552-567, Sep. 2011.

V. Bandara, A. P. Jayasumana, A. Pezeshki, T. H. Illangasekare, and K. Barnhart, "Subsurface plume tracking using sparse wireless sensor networks," Electronic Journal of Structural Engineering (EJSE), Special Issue on Wireless Sensor Networks and Practical Applications, pp. 1-11, 2010.

A. R. Calderbank, P. G. Casazza, G. Kutyniok, A. Heinke, and A. Pezeshki, "Sparse fusion frames: existence and construction," Advances in Computational Mathematics, DOI 10.1007/s10444-010-9162-3, Jun. 2010.

A. Pezeshki, L. L. Scharf, and E. K. P. Chong, "Geometry of linearly and quadratically constrained optimization problems for signal processing and communications," Journal of The Franklin Institute, vol. 347, no. 5, pp. 818-835, Jun. 2010.

A. Pezeshki, A. R. Calderbank, W. Moran, and S. D. Howard, "Doppler resilient Golay complementary waveforms," IEEE Trans. Information Theory, vol. 54, no. 9, pp. 4254-4266, Sep. 2008.

G. Kutyniok, A. Pezeshki, R. Calderbank, and T. Liu, "Robust dimension reduction, fusion frames, and Grassmannian packings," Applied and Computational Harmonic Analysis, vol. 26, pp. 64-76, 2009.

M. R. Azimi-Sadjadi, A. Pezeshki, and N. Roseveare, "Wideband DOA estimation algorithms for multiple moving sources using unattended acoustic sensors," IEEE Trans. Aerospace Electron. Syst., vol. 44, no. 4, pp. 1585-1599, Oct. 2008.

A. Pezeshki, B. D. Van Veen, L. L. Scharf, H. Cox, and M. Lundberg, "Eigenvalue beamforming using a multi-rank MVDR beamformer and subspace selection," IEEE Trans. Signal Processing, vol. 56, no. 5, pp. 1954-1967, May 2008.

A. Pezeshki, M. R. Azimi-Sadjadi, and L. L. Scharf, "Undersea target classification using canonical correlation analysis," IEEE J. Oceanic Engineering, vol. 32, no. 4, pp. 948-955, Oct. 2007.

A. Pezeshki, L. L. Scharf, J. K. Thomas, B. D. Van Veen, "Canonical coordinates are the right coordinates for low-rank Gauss-Gauss detection and estimation," IEEE Trans. Signal Processing, vol. 54, pp. 4817-4820, Dec. 2006.

A. Pezeshki, L. L. Scharf, M. R. Azimi-Sadjadi, and Y. Hua, "Two-channel constrained least squares problems: Solutions using power methods and connections with canonical coordinates," IEEE Trans. Signal Processing, vol. 53, pp. 121-135, Jan. 2005.

A. Pezeshki, M. R. Azimi-Sadjadi, and L. L. Scharf, "A network for recursive extraction of canonical coordinates," Neural Networks, vol. 16(5-6), pp. 801-808, July 2003.

Conference Papers and Presentations:

Y. Liu, A. Pezeshki, S. Roy, B. M. Notaros, T. Chen, and A. A. Maciejewski, "Why math matters: demonstrating the relevance of mathematics in ECE education," in Proc. 2017 ASEE Annual Conference & Exposition, Columbus, OH, Jun. 25-28, 2017.

T. Chen, B. M. Notaros, A. Pezeshki, S. Roy, and A. A. Maciejewski, "WIP: Knowledge integration to understand why," in Proc. 2017 ASEE Annual Conference & Exposition, Columbus, OH, Jun. 25-28, 2017.

D. P. Guralnik, B. Moran, A. Pezeshki, and O. Arslan, "Detecting poisoning attacks on hierarchical malware classification systems," in Proc. SPIE 10185, Cyber Sensing 2017, 101850E, Anaheim, CA, Apr. 9-13, 2017.

Y. Li, A. Pezeshki, L. L. Scharf, and Y. Chi, "Performance bounds for modal analysis using sparse linear arrays," in Proc. SPIE: Compressive Sensing VI: From Diverse Modalities to Big Data Analytics, Anaheim, CA, Apr. 9-13, 2017.

Y. Liu, E. K. P. Chong, and A. Pezeshki, "Performance Bounds for the k-Batch Greedy Strategy in Optimization Problems with Curvatures," in Proc. American Control Conference, Boston, MA, Jul. 6-8, 2016, pp. 7177-7182.

T. Chen, A. A. Maciejewski, B. M. Notaros, A. Pezeshki, and M. D. Reese, "Mastering the core competencies of electrical engineering through knowledge integration," in Proc. 2016 ASEE Annual Conference & Exposition, New Orleans, LA, Jun. 26-29, 2016. DOI: 10.18260/p.25683.

Y. Liu, E. K. P. Chong, and A. Pezeshki, "Bounding the greedy strategy in finite-horizon string optimization," in Proc. 54th IEEE Conference on Decision and Control, Osaka, Japan, December 15-18, 2015, pp. 3900-3905.

P. Pakrooh, A. Pezeshki, L. L. Scharf, D. Cochran, and S. D. Howard, "Distribution of the Fisher information loss due to random compressed sensing," in Conf. Rec. 49th Annual Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 8-11, 2015.

P. Pakrooh, L. L. Scharf, and A. Pezeshki, "Performance breakdown in parameter estimation using co-prime arrays," in Conf. Rec. 49th Annual Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 8-11, 2015.

C. Kleinkort, G.-J. Huang, E. Chobanyan, A. Manic, M. Ilic, A/ Pezeshki, V. N. Bringi, B. Notaros, "Visual hull method based shape reconstruction of snowflakes from MASC photographs," in Proc. IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, Vancouver, BC, Canada, July 19-25, 2015.

Y. Liu, E. K. P. Chong, A. Pezeshki, and W. Moran, "Bounds for approximate dynamic programming based on string submodularity and curvature," in Proc. 53rd IEEE Conference on Decision and Control (CDC), Los Angeles, CA, Dec. 15-17, 2014, pp. 6653-6658.

W. Dang, A. Pezeshki, and R. Bartels, "Analysis of misfocus effects in compressive optical imaging," in Conf. Rec. 48th Annual Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 2-5, 2014 (Invited paper).

P. Pakrooh, A. Pezeshki, and L. L. Scharf, "Characterization of orthogonal subspaces for alias-free reconstruction of damped complex exponential modes in sparse arrays," in Conf. Rec. 48th Annual Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 2-5, 2014 (Invited paper).

P. Pakrooh, A. Pezeshki, and L. L. Scharf, "Threshold effects in parameter estimation from compressed data," Proc. 1st IEEE Global Conference on Signal and Information Pro- cessing, Austin, TX, Dec. 3-5, 2013 (invited paper).

L. Krakow, R. Zahedi, E. K. P. Chong, and A. Pezeshki, "Adaptive compressive sensing in the presence of noise and erasure," Proc. 1st IEEE Global Conference on Signal and Information Processing, Austin, TX, Dec. 3-5, 2013 (invited paper).

Z. Zhang, E. K. P. Chong, A. Pezeshki, and W. Moran, "Near optimality of greedy strategies for string submodular functions with forward and backward curvature constraints," Proc. 52th IEEE Conference on Decision and Control (CDC'13), Firenze, Italy, Dec. 10- 13, 2013.

Z. Zhang, E. K. P. Chong, and A. Pezeshki, "Learning rates in social networks," presented at the Joint CSS Kyoto University Workshop on Systems and Control 2013, Clock Tower Centennial Hall, Kyoto University, Kyoto, Japan, May 9, 2013 (Invited paper).

Z. Zhang, E. K. P. Chong, A. Pezeshki, and W. Moran, "Asymptotic learning in feedforward networks with binary symmetric channels," Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Vancouver, BC, May 26-31, 2013.

P. Pakrooh, L. L. Scharf, A. Pezeshki, and Y. Chi, "Analysis of Fisher Information and the Cramer-Rao bound for nonlinear parameter estimation after compressed sensing," Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Vancouver, BC, May 26-31, 2013.

D. C. Dhanapala, V. W. Bandara, A. Pezeshki, and A. P. Jayasumana, "Phenomena discovery in WSNs: A compressive sensing based approach," Proc. IEEE Int. Conf. Comm., Budapest, Hungary, Jun. 9-13, 2013.

R. Zahedi, L. W. Krakow, E. K. P. Chong, A. Pezeshki, "Adaptive compressive measurement design using approximate dynamic programming," Proc. American Control Conference, Washing- ton DC, Jun. 17-19, 2013, to appear.

Z. Zhang, E. K. P. Chong, A. Pezeshki, W. Moran, and S. D. Howard, "Submodularity and optimality of fusion rules in balanced binary relay trees," in Proc. 51st IEEE Conf. on Decision and Control, Maui, Hawaii, December 10-13, 2012, pp. 3802-3807.

Z. Zhang, E. K. P. Chong, A. Pezeshki, W. Moran, and S. D. Howard, "Rate of learning in hierarchical social networks," in Proc. 50th Annual Allerton Conference on Communication, Control and Computing, Urbana-Champaign, IL, Oct. 1-5, 2012.

W. Dang, A. Pezeshki, S. D. Howard, and W. Moran, "Coordinating complementary waveforms across time and frequency," Proc. IEEE Statistical Signal Processing Workshop, Ann Arbor, MI, Aug. 2012.

Z. Zhang, E. K. P. Chong, A. Pezeshki, S. D. Howard, and W. Moran, "Detection performance of M-ary relay trees with non-binary message alphabets," Proc. IEEE Statistical Signal Processing Workshop, Ann Arbor, MI, Aug. 2012, pp. 796-799.

Z. Zhang, E. K. P. Chong, and A. Pezeshki, "Rate of Bayesian learning in hierarchical social networks," presented at the 2012 North American School of Information Theory, Cornell University, Ithaca, NY, June 1922, 2012.

Z. Zhang, E. K. P. Chong, and A. Pezeshki, "Convergence rate of Bayesian learning in social networks," presented at the Symposium on Network Science in Biological, Social, and Geographic Systems, University of Wyoming, Laramie, Wyoming, April 21, 2012.

R. Zahedi, E. K. P. Chong, and A. Pezeshki, "Adaptive compressive sampling using partially observable Markov decision processes," Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Kyoto, Japan, Mar. 25-30, 2012, pp. 5265-5272 (Invited Paper).

W. Dang, D. G. Winters, D. Higley, A. Pezeshki and R. A. Bartels, "High-speed single-pixel line-scan imaging with a time sequence of intensity masks reconstructed through compressed sensing," presented at SPIE Photonics West, San Francisco, CA, Jan. 21-26, 2012.

Z. Zhang, A. Pezeshki, W. Moran, S. D. Howard, and E. K. P. Chong, "Error probability bounds for balanced binary relay trees," 50th IEEE Conf. Decision and Control (CDC), Orlando, FL, Dec. 12-15, 2011.

W. Dang, A. Pezeshki, S. D. Howard, W. Moran, and R. Calderbank, "Coordinating complementary waveforms for sidelobe suppression," Forty-fifth Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 6-9, 2011.

Z. Zhang, A. Pezeshki, W. Moran, S. D. Howard, and E. K. P. Chong, "Error probability bounds for binary relay trees with unreliable communications," Forty-fifth Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 6-9, 2011.

L. L. Scharf, E. K. P. Chong, A. Pezeshki, and J. Luo, "Sensitivity considerations in compressed sensing," Forty-fifth Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 6-9, 2011.

R. A. Bartels, D. Winters, D. Kupka, W. Dang, and A. Pezeshki, "Extracting information from optical fields through spatial and temporal modulation," Frontiers in Optics, San Jose, California, Oct. 16-20, 2011.

Z. Zhang, A. Pezeshki, W. Moran, S. D. Howard, and E. K. P. Chong, ``Error probability bounds for binary relay trees with crummy sensors,'' Proc. 2011 Workshop on Defense Applications of Signal Processing (DASP'11), The Hyatt Coolum Resort, Coolum, Queensland, Australia, July 10-14, 2011 (Invited Paper).

L. L. Scharf, E. K. P. Chong, A. Pezeshki, and J. Luo, "Compressive sensing and sparse inversion in signal processing: Cautionary notes," 7th Workshop on Defence Applications of Signal Processing (DASP), Coolum, Queensland, Australia, Jul. 10-14, 2011 (Invited Paper).

A. Pezeshki, W. Dang and R. Bartels, "Mask design for high-resolution compressive optical imaging," presented at SPIE Wavelets and Sparsity XIV, San Diego, CA, Aug. 21-25, 2011.

Z. Zhang, A. Pezeshki, W. Moran, S. Howard, and E. K. P. Chong, ``Performance analysis of fusion trees,'' presented at the 1st Southwest Workshop on Theory and Applications of Cyber-Physical Systems, Tucson, Arizona, March 10-11, 2011.

V. Bandara, A. Pezeshki, and A. Jayasumana, "Modeling spatial and temporal behavior of internet traffic anomalies," 35th Annual IEEE Conference on Local Computer Networks (LCN), Denver, CO, Oct. 11-14, 2010, submitted.

R. Zahedi, A. Pezeshki, and E. K. P. Chong, "Robust measurement design for detecting sparse signals: Equiangular uniform tight frames and Grassmannian packings," American Control Conference (ACC), Baltimore, MD, Jun. 30-Jul. 2, 2010.

Y. Chi, A. Pezeshki, L. L. Scharf, and R. Calderbank, "Sensitivity to basis mismatch of compressed sensing," IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Dallas, TX, Mar. 14-19, 2010.

Y. Chi, R. Calderbank, and A. Pezeshki, "Golay complementary waveforms for sparse Delay-Doppler radar imaging," Proc. Third International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Aruba, Dutch Antilles, Dec. 13-16, 2009.

. I. Abramovich, B. A. Johnson, L. L. Scharf, A. Pezeshki, and N. K. Spencer, "Expected likelihood-based detection-estimation of multirank signals," in Conf. Rec. Forty-Third Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 7-11, 2009.

Y. Chi, L. L. Scharf, A. Pezeshki, and R. Calderbank, "The sensitivity to basis mismatch of compressed sensing for spectrum analysis and beamforming," Proc. 6th Workshop on Defence Applications of Signal Processing (DASP), Lihue, HI, Sep. 26-30, 2009.

A. R. Calderbank, P. G. Casazza, G. Kutyniok, A. Heinke, and A. Pezeshki, "Constructing fusion frames with desired parameters," SPIE Wavelets XIII, San Diego, CA, Aug. 2-6, 2009.

B. G. Bodmann, G. Kutyniok, and A. Pezeshki, "Erasure-proof coding with fusion frames," in Proc. 8th international conference on Sampling Theory and Applications (SampTA), Marseille, France, May 18-22, 2009.

A. Pezeshki, R. Calderbank, and L. L. Scharf, "Sidelobe suppression in a desired range/Doppler interval," IEEE Radar Conference, Pasadena, CA, May 4-8, 2009.

Y. Chi, A. Pezeshki, and A. R. Calderbank, "Range sidelobe suppression in a desired Doppler interval," IEEE Waveform Diversity and Design Conference, Orlando, FL, Feb. 8-13, 2009.

S. Jafarpour, A. Pezeshki, and A R. Calderbank, "Experiments with compressively sampled images and a new debluring-denoising algorithm," Tenth IEEE International Symposium on Multimedia (ISM), Berkeley, CA, Dec. 15-17, 2008.

A. Pezeshki, G. Kutyniok, and R. Calderbank, "Fusion frames and robust dimension reduction," 42nd Annual Conference on Information Sciences and Systems (CISS), Princeton University, Princeton, NJ, Mar. 19-21, 2008.

S. Suvorova, S. D. Howard, W. Moran, R. Calderbank, and A. Pezeshki, "Doppler resilience, Reed-Muller codes, and complementary waveforms," Forty-first Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 4-7, 2007.

L. L. Scharf and A. Pezeshki, "Eigenanalysis of subspace decompositions for robust adaptive beamforming," Forty-first Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 4-7, 2007.

A. Pezeshki, A. R. Calderbank, S. D. Howard, and W. Moran, "Doppler resilient Golay complementary pairs for radar," IEEE Workshop on Statistical Signal Processing, Madison, WI, Aug. 26-29, 2007.

L. L. Scharf and A. Pezeshki, "Eigenanalysis of subspace beamformers," Fifteenth Annu. Workshop Adaptive Sensor Array Process., Lexington, MA: Lincoln Lab, Mass. Inst. Tech., June 5-6, 2007.

Il-Young Son, Trond Varslot, Can Evren Yarman, Ali Pezeshki, Birsen Yazici, and Margaret Cheney, "Radar detection using sparsely distributed apertures in urban environment," in Proc. SPIE Defense and Security Symposium, Orlando, FL, May 7, 2007.

L. L. Scharf, A. Pezeshki, B. D. Van Veen, H. Cox, and O. Besson, "Eigenvalue beamforming using a multi-rank MVDR beamformer," Proc. 5th Workshop on Defence Applications of Signal Processing, Queensland, Australia, Dec. 10-14, 2006.

A. R. Calderbank, S. D. Howard, W. Moran, A. Pezeshki, and M. Zoltowski, "Instantaneous radar polarimetry with multiple dually-polarized antennas," in Conf. Rec. Fortieth Asilomar Conf. Signals, Syst., Comput. (Special Session on Active Sensing and Waveform Diversity), Pacific Grove, CA, Oct. 29-Nov. 1, 2006.

L. L. Scharf and A. Pezeshki, "Virtual array processing for active radar and sonar sensing," in Conf. Rec. Fortieth Asilomar Conf. Signals, Syst., Comput. (Special Session on Active Sensing and Waveform Diversity), Pacific Grove, CA, Oct. 29-Nov. 1, 2006.

H. Cox, A. Pezeshki, L. L. Scharf, M. Lundberg, and H. Lai, "Multi-rank adaptive beamforming with linear and quadratic constraints," in Conf. Rec. Thirty-Ninth Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Oct 30-Nov 2, 2005.

A. Pezeshki, L. L. Scharf, M. Lundberg, and E. K. P. Chong, "Constrained quadratic minimizations for signal processing and communications," in Proc. Forty-Fourth IEEE Conf. Decision Contr., Seville, Spain, Dec. 12-15, 2005.

L. L. Scharf, A. Pezeshki, and M. Lundberg, "Multi-rank adaptive beamforming," in Proc. IEEE Workshop Stat. Signal Processing, Bordeaux, France, July 17-20, 2005.

M. Yamada, A. Pezeshki, and M. R. Azimi-Sadjadi, "Relation between kernel CCA and kernel FDA," in Proc. IEEE Int. Joint Conf. Neural Networks, Montreal, Canada, July 31-Aug. 4, 2005.

L. L. Scharf, A. Pezeshki, and M. Lundberg, "A generalized sidelobe canceller formulation for multi-rank Capon beamformer," Thirteenth Annu. Workshop Adaptive Sensor Array Process., Lexington, MA: Lincoln Lab, Mass. Inst. Tech., June 7-8, 2005.

M. R. Azimi-Sadjadi and A. Pezeshki, "Unattended sparse acoustic array configurations and beamforming algorithms," in Proc. SPIE Defense and Security Symposium, Orlando, FL, March 28-April 1, 2005.

A. Pezeshki, L. L. Scharf, and M. R. Azimi-Sadjadi, "Empirical canonical correlation analysis in subspaces," in Conf. Rec. Thirty-Eighth Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov 7-10, 2004.

M. Lundberg, L. L. Scharf, and A. Pezeshki, "Multi-rank Capon beamforming," in Conf. Rec. Thirty-Eighth Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov 7-10, 2004.

A. Pezeshki, M. R. Azimi-Sadjadi, and L. L. Scharf, "Kernel-based canonical coordinate decomposition of two-channel nonlinear maps," in Proc. IEEE Int. Joint Conf. Neural Networks, Budapest, Hungary, July 25-29, 2004, pp. 3019-3024.

A. Pezeshki, M. R. Azimi-Sadjadi, and L. L. Scharf, "Classification of underwater mine-like and non-mine-like objects using canonical correlations," in Proc. SPIE Defense and Security Symposium, Orlando, FL, April 12-16, 2004.

A. Pezeshki, M. R. Azimi-Sadjadi, and R. Wade, "Coherence analysis using canonical coordinate decomposition with applications to sparse processing and optimal array deployment," in Proc. SPIE Defense and Security Symposium, Orlando, FL, April 12-16, 2004.

M. R. Azimi-Sadjadi, L. L. Scharf, A. Pezeshki, and M. Hohil, "Wideband DOA estimation algorithms for multiple target detection and tracking using unattended acoustic sensors," in Proc. SPIE Defense and Security Symposium, Orlando, FL, April 12-16, 2004.

A. Pezeshki, M. R. Azimi-Sadjadi, and L. L. Scharf, "A canonical coordinate decomposition network," in Proc. IEEE Int. Joint Conf. Neural Networks, Portland, OR, July 20-24, 2003, pp. 1313-1317.

A. Pezeshki, M. R. Azimi-Sadjadi, L. L. Scharf, and M. Robinson, "Underwater target classification using canonical correlations," in Proc. Oceans'03 MTS/IEEE, San Diego, CA, Sept. 22-26, 2003, pp. 1906-1911.

A. Pezeshki, M. R. Azimi-Sadjadi, L. L. Scharf, and M. Robinson, "A canonical correlation-based feature extraction method for underwater target classification," in Proc. Oceans'02 MTS/IEEE, Biloxi, MI, Oct. 29-31, 2002, pp. 29-37.

Dissertation:

A. Pezeshki, "Two-channel signal processing in canonical coordinates," Ph.D. Dissertation (Advisors: Profs. Mahmood R. Azimi-Sadjadi and Louis L. Scharf) , Colorado State University, Fort Collins, CO, Oct. 2004.