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- J. Chen, C. Richard, S.-K. Ting, and A. H. Sayed, “Multitask learning over adaptive networks with grouping strategies,” in
*Cooperative and Graph Signal Processing*, P. Djuric and C. Richard, editors, Elsevier, 2018. [pdf] - A. H. Sayed, P. M. Djuric, and F. Hlawatsch, “Distributed Kalman and particle filtering,” in
*Cooperative and Graph Signal Processing*, P. Djuric and C. Richard, editors, Elsevier, 2018. [pdf] [book] - V. Matta and A. H. Sayed, “Estimation and detection over adaptive networks,” in
*Cooperative and Graph Signal Processing,*P. Djuric and C. Richard, editors, Elsevier, 2018. [book] - A. H. Sayed and X. Zhao, “Asynchronous adaptive networks,” in
*Cooperative and Graph Signal Processing*, P. Djuric and C. Richard, editors, Elsevier, 2018. [pdf][book] Available as arXiv:1511.09180 [math.OC], November 2015.**(An overview article for readers interested in general-purpose diffusion strategies)** - A. H. Sayed, “Diffusion adaptation over networks,” in
*Academic Press Library in Signal Processing*, vol. 3, R. Chellapa and S. Theodoridis,*editors*, pp. 323-454, Academic Press, Elsevier, 2014. [pdf] Also available as arXiv:1205.4220 [cs.MA], May 2012.**(An overview article for readers interested in diffusion adaptation)** - F. S. Cattivelli, S. Asgari, P. Vespa, A. H. Sayed, M. Bergsneider, and X. Hu, “Use of constrained nonlinear Kalman filtering to detect pathological constriction of cerebral arterial blood vessels,” in
*Kalman Filter: Recent Advances and Applications,*V. M. Moreno and A. Pigazon, Eds., pp. 143-162, I-Tech, Vienna, Austria, 2009. [pdf] - A. H. Sayed and F. Cattivelli, “Distributed adaptive learning mechanisms,”
*Handbook on Array Processing and Sensor Networks*, S. Haykin and K. J. Ray Liu,*editors*, pp. 695-722, Wiley, NJ, 2009. [pdf] - A. H. Sayed and V. H. Nascimento, “Energy conservation and the learning ability of LMS adaptive filters,” in
*Least-Mean-Square Adaptive Filters: New Insights*, S. Haykin and B. Widrow, editors, Wiley, NY, 2003. [pdf] - A. H. Sayed and N. R. Yousef, “Wireless location,”
*Wiley Encyclopedia of Telecommunications*, J. Proakis, editor, John Wiley & Sons, NY, 2003. [pdf] - A. H. Sayed, T. Y. Al-Naffouri, and V. H. Nascimento, “Energy conservation in adaptive filtering,” in
*Nonlinear Signal and Image Processing: Theory, Methods, and Applications*, K. E. Barner and G. Arce, editors, CRC Press, 2003. [pdf] - A. H. Sayed and A. Subramanian, “State-space estimation with uncertain models,” in
*Total Least Squares and Errors-in-Variables Modeling, III: Analysis, Algorithms and Applications*, S. Van Huffel and P. Lemmerling, editors, Kluwer, 2002. [pdf] - A. H. Sayed, T. Constantinescu, and T, Kailath, “Recursive construction of multi-channel transmission lines with a maximum entropy property,” in
*Codes, Graphs, and Systems,*, R. Blahut and R. Koetter, editors, pp. 259-290, Kluwer, 2002. [pdf] - T. Kailath and A. H. Sayed, “Displacement structure,”
*Kluwer Encyclopedia of Mathematics*, Supplement II, pp. 162-165, 2000. [pdf] - T. Constantinescu, A. H. Sayed, T. Kailath, “Displacement structure and H_oo problems,” in
*System Theory: Modeling, Analysis and Control*, T. Djaferis and I. Schick, editors, pp. 419-432, Kluwer, MA, 2000. [pdf] - T. Constantinescu, A. H. Sayed, T. Kailath, “Structured extension of matrices,” in
*Operator Theoretical Methods*, A. Gheondea, R. N. Gologan, and D. Timotin, editors, pp. 121-136, The Theta Foundation, Bucharest, Romania, 2000. - T. Kailath and A. H. Sayed, “Elementary transformations,” in
*Fast Reliable Algorithms for Matrices with Structure*, T. Kailath and A. H. Sayed, editors, pp. 309-319, SIAM, PA, 1999. [pdf ] - T. Kailath and A. H. Sayed, “Useful matrix results,” in
*Fast Reliable Algorithms for Matrices with Structure*, T. Kailath and A. H. Sayed, editors, pp. 297-308, SIAM, PA, 1999. [pdf] - S. Chandrasekaran and A. H. Sayed, “Stabilized Schur algorithms,” in
*Fast Reliable Algorithms for Matrices with Structure*, T. Kailath and A. H. Sayed, editors, pp. 57-84, SIAM, PA, 1999. [pdf] - A. H. Sayed and S. Chandrasekaran, “Fast stable solvers for structured linear systems,” in
*Fast Reliable Algorithms for Matrices with Structure*, T. Kailath and A. H. Sayed, editors, pp. 85-102, SIAM, PA, 1999. [pdf] - A. H. Sayed and V. H. Nascimento, “Design criteria for uncertain models with structured and unstructured uncertainties,” in
*Robustness in Identification and Control*, A. Garulli, A. Tesi, and A. Vicino, editors, vol. 245 of Lecture Notes in Control and Information Sciences, pp. 159-173, Springer Verlag, London, 1999. [pdf] - B. Hassibi, T. Kailath, and A. H. Sayed, “Array algorithms for H_2 and Hoo estimation,” in
*Applied and Computational Control, Signals and Circuits*, B. Datta, editor, vol. 1, chapter 2, pp. 67-120, Birkhauser, Boston, 1999. [pdf] - T. Kailath, A. H. Sayed, and B. Hassibi, “Kalman filters,”
*Wiley Encyclopedia of Electrical and Electronics Engineering*, J. G. Webster, editor, vol. 11, pp. 67-81, John Wiley and Sons, NY, 1999. [pdf] - A. H. Sayed, B. Hassibi, and T. Kailath, “Adaptive signal processing,”
*1998 McGraw-Hill Yearbook of Science and Technology*, pp. 1-3, McGraw-Hill, NY, 1997. [pdf] - A. H. Sayed and T. Kailath, “Recursive least-squares adaptive filters,” in
*DSP Handbook*, Chapter 21, CRC Press, 1998. [pdf] - A. H. Sayed and M. Rupp, “Robustness issues in adaptive filtering,” in
*DSP Handbook*, Chapter 20, CRC Press, 1998. [pdf] - S. Chandrasekaran and A. H. Sayed, “Improving the accuracy of the generalized Schur algorithm,” in
*Communications, Computation, Control, and Signal Processing,*A. Paulraj, V. Roychowdhury, and C. D. Schaper, editors, Ch. 11, pp. 223-232, Kluwer Academic Publishers, Kluwer, MA, 1997. [pdf] - S. Chandrasekaran, G. Golub, M. Gu, and A. H. Sayed, “Efficient algorithms for least-squares type problems with bounded uncertainties,” in
*Recent Advances in Total-Least-Squares Techniques and Errors-in-Variables Modeling*, S. V. Huffel, editor, pp. 171-180, SIAM, PA, 1997. [pdf] - A. H. Sayed, B. Hassibi and T. Kailath, “Inertia conditions for the minimization of quadratic forms in indefinite metric spaces,” in
*Operator Theory: Advances and Applications*, I. Gohberg, P. Lancaster, and P. N. Shivakumar, editors, vol. 87, pp. 309-347, Birkhauser Verlag, Basel, Switzerland, 1996. [pdf] - B. Hassibi, A. H. Sayed and T. Kailath, “LMS is Hoo optimal,” in
*Adaptive Control, Filtering, and Signal Processing*, IMA Volumes in Mathematics and Its Applications, vol. 74, K. J. Astrom, G. C. Goodwin, and P. R. Kumar, editors, pp. 65-88, Springer-Verlag, NY, 1995. [pdf ] - A. H. Sayed, T. Constantinescu and T. Kailath, “Square-root algorithms for structured matrices, interpolation, and completion problems,” in
*Linear Algebra for Signal Processing*, IMA Volumes in Mathematics and Its Applications, vol. 69, G. Cybenko and A. Bojanczyk, editors, pp. 153-184, Springer-Verlag, NY, 1995. [pdf ] - B. Hassibi, A. H. Sayed and T. Kailath, “LMS and backpropagation are minimax filters,” in
*Theoretical Advances in Neural Computation and Learning,*V. Roychowdhury, K. Siu and A. Orlitsky, editors, Kluwer Academic Publishers, Ch. 12, pp. 425-447, Norwell, MA, 1994. [pdf ] - B. Hassibi, A. H. Sayed and T. Kailath, “Hoo optimality criteria for LMS and backpropagation,” in
*Advances in Neural Information Processing Systems*, vol. 6, pp. 351-358, Morgan Kaufmann Publishers, Apr. 1994. [pdf ] - T. Kailath, B. Hassibi and A. H. Sayed, “Hoo filtering is just Kalman filtering in Krein space”, in
*Computing and Intelligent Systems*, S. Keerthi, Y. Narhari and N. Viswanadham, editors, Tata McGraw-Hill Publishing Co. Ltd., pp. 7-15, New Delhi, 1993. [pdf] - T. Constantinescu, A. H. Sayed and T. Kailath, “Structured matrices and moment problems,” in
*Challenges of a Generalized System Theory*, P. Dewilde, M. A. Kaashoek, and M. Verhaegen, editors, pp. 25-43, North Holland, Amsterdam, 1993. [pdf]