Communications, Computation, Control, and Signal Processing: a tribute to Thomas Kailath / Edition 1by Arogyaswami Paulraj
Pub. Date: 03/31/1997
Publisher: Springer US
The traditional systems disciplines of communications, computation, control and signal processing are becoming increasingly important in addressing major technological challenges of the coming century, in fields such as materials processing, manufacturing automation, speech recognition and ubiquitous personal communications, among many others. Moreover the
The traditional systems disciplines of communications, computation, control and signal processing are becoming increasingly important in addressing major technological challenges of the coming century, in fields such as materials processing, manufacturing automation, speech recognition and ubiquitous personal communications, among many others. Moreover the boundaries between these separate disciplines are being rapidly blurred by the many demands of these applications. This Tribute, dedicated to Thomas Kailath for his many seminal contributions to these areas, highlights several recent trends and results, described by leading scientists and engineers from around the world.
The thirty-six papers in this volume present important results on, among others, interference cancellation in multipath channels, decision feedback equalization for packet transmission, blind equalization and smart antennas for mobile communications, displacement structure, fast and stable algorithms in numerical linear algebra, nonconvex optimization problems, issues in nanoelectronic computation, fundamental limits of control system performance, LQG control with communication constraints, nonlinear HINFINITY control, adaptive nonlinear control, model identification, tomographic deconvolution, and higher-order statistics. The applications discussed herein include packet radio, robotics, very flexible mechanical systems, power systems and power electronics, moving object detection, complexity management and several others. The volume starts out with a survey by Professor Kailath entitled 'Norbert Wiener and the Development of Mathematical Engineering', a term suggested by Wiener that can serve as a compact description of the variety of fields described herein.
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Table of Contents1. Introduction; A. Paulraj, et al. 2. Norbert Wiener and the Development of Mathematical Engineering; T. Kailath. Part I: Communication and Information Systems. 3. Residual Noise After Interference Cancellation on Fading Multipath Channels; R.G. Gallager. 4. Generalized Decision-Feedback Equalization for Packet Transmission with ISI and Gaussian Noise; J.M. Cioffi, G.D. Forney, Jr. 5. Packet Radio Multiple Access; N. Abramson. 6. The Evolution of Mobile Communications; A. Paulraj. 7. Blind Equalization and Smart Antennas; G. Xu. 8. Complexity Management: A Major Issue for Telecommunications; D.G. Messerschmitt. Part II: Mathematics and Computation. 9. Horizontal, Vertical, Especially Diagonal; P.M. Dewilde. 10. Fast Inversion of Vandermonde and Vandermonde-Like Matrices; I.C. Gohberg, V. Olshevsky. 11. Improving the Accuracy of the Generalized Schur Algorithm; S. Chandrasekaran, A.H. Sayed. 12. Displacement Structure: Two Related Perspectives; H. Lev-Ari. 13. Structured Total Least Squares for Hankel Matrices; B.L.R. De Moor. 14. J-Lossless Conjugation for Discrete-Time Systems and Its Sequential Structure; W. Kongprawechnon, H. Kimura. 15. Semidefinite Programming Relaxations of Non-Convex Problems in Control and Combinatorial Optimization; S.P. Boyd, L. Vandenberghe. 16. Cooperative Cleaners: A Study in Ant Robotics; I.A. Wagner, A. Bruckstein. 17. Fundamental Issues in Atomic/Nanoelectronic Computation; M. Anantram, V. Roychowdhury. Part III: Linear Systems and Control. 18. Building Special Linear System Realizations of Special Transfer Functions; B.D.O. Anderson. 19. Generic Eigenvalue Assignability by Real Memoryless Output Feedback Made Simple; J.C. Willems. 20. Fundamental Limitations of Control System Performance; K.J. Åström. 21. LQG Control with Communication Constraints; V. S. Borkar, S.K. Mitter. 22. Modeling, Identification and Control; M. Gevers. 23. Identification an Digital Control of Very Flexible Mechanical Systems; I.D. Landau. 24. Frequency- Selective Dynamic Modeling: Experiences in Power Systems and Power Electronics; G.C. Verghese. Part IV: Nonlinear Systems and Control. 25. On the Nonlinear Standard H∞ Problem; C. Foias, et al. 26. Some Aspects of Nonlinear Black-Box Modeling in System Identification; L. Ljung. 27. A New Class of Adaptive Nonlinear Systems; P. Kokotović, M. Krstić. 28. Nonlinear Control of Constrained Dynamic Systems; D.Q. Mayne, W.R. Schroeder. 29. A System Theory for Production Lines; D. Jacobs, et al. 30. Simulated Annealing Approach to Group Technology; S.M. Sharma, N. Viswanadham. Part V: Signal Processing. 31. Speech Recognition by Machines; B.S. Atal. 32. Novel HOS-Based Approach to Shastic Prediction and Estimation; T.S. Durrani, A.R. Leyman. 33. Principal Singular Vector Analysis for Separating Moving Objects in Noisy Perspective Images; S.Y. Kung, Y.-T. Lin. 34. A Deterministic Analysis for Learning Algorithms with Constant Learning Rates; R. Liu, et al. 35. Tomographic Deconvolution of Echograms; E.A. Robinson. 36.Antenna Arrays in Mobile Communications; B. Ottersten. 37. From Sinusoids in Noise to Blind Deconvolution in Communications; D.T. Slock. Index.
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