Download e-book for iPad: Advanced signal processing handbook: theory and by Stergios Stergiopoulos

By Stergios Stergiopoulos

ISBN-10: 0849336910

ISBN-13: 9780849336911

Advances in electronic sign processing algorithms and laptop expertise have mixed to provide real-time platforms with functions a ways past these of simply few years in the past. Nonlinear, adaptive tools for sign processing have emerged to supply larger array achieve functionality, notwithstanding, they lack the robustness of traditional algorithms. The problem continues to be to strengthen an idea that exploits some great benefits of both-a scheme that integrates those equipment in sensible, real-time systems.The complicated sign Processing instruction manual is helping you meet that problem. past providing a good advent to the foundations and functions of complicated sign processing, it develops a everyday processing constitution that takes good thing about the similarities that exist between radar, sonar, and scientific imaging platforms and integrates traditional and nonlinear processing schemes.

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Sullivan, Editorial special issue on detection and estimation in matched field processing, IEEE J. , 18, 153–155, 1993. 30. A. , McGraw-Hill, New York, 1993. 31. , Chelmsford, MA, 1997. 32. Y. E. Fortman, Tracking and Data Association, Academic Press, Boston, MA, 1988. 33. S. , Norwood, MA, 1986. 34. W. Cambell, S. Stergiopoulos, and J. Riley, Effects of bearing estimation improvements of nonconventional beamformers on bearing-only tracking, Proc. Oceans ’95 MTS/IEEE, San Diego, CA, 1995. 35. A.

3 r Input u r y Output z Output (a) (b) Output u - rz Two basic cells of a systolic array: (a) boundary cell and (b) internal cell. 4. This systolic array involves a combination of boundary and internal cells. 5) where the R–T is the inverse of the transposed matrix RT. The elements of RT are the respective cell contents of the triangular array. 5. A systolic array architecture, as described herein, offers the desirable features of modularity, local interconnections, and highly pipelined and synchronized parallel processing; the synchronization is achieved by means of a global clock.

The process described herein is referred to as a joint-process estimation. Naturally, we may use the original input sequence u(n), u(n – 1), …, u(n – M + 1) to produce an estimate of the desired response d(n) directly. 2, however, has the advantage of simplifying the computation * The development of the lattice predictor is credited to Itakura and Saito (1972). 2 ©2001 CRC Press LLC o Multistage lattice filter. Σ Σ bM -1(n) hM -2 + Σ O h2 + bM -2(n) z -1 h1 + b2(n) Σ o h0 d(n) O k M -1 O hM -1 + Σ + Σ e(n) of the tap weights h0, h1(n), …, hM – 1 by exploiting the uncorrelated nature of the corresponding backward prediction errors used in the estimation.

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Advanced signal processing handbook: theory and implementation for radar, sonar, and medical imaging real-time systems by Stergios Stergiopoulos


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