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Parallel Algorithms and Architectures for DSP Applications

✍ Scribed by M. Sarrafzadeh, A. K. Katsaggelos (auth.), Magdy A. Bayoumi (eds.)


Publisher
Springer US
Year
1991
Tongue
English
Leaves
288
Series
The Springer International Series in Engineering and Computer Science 149
Edition
1
Category
Library

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✦ Synopsis


Over the past few years, the demand for high speed Digital Signal ProcesΒ­ sing (DSP) has increased dramatically. New applications in real-time image processing, satellite communications, radar signal processing, pattern recogniΒ­ tion, and real-time signal detection and estimation require major improvements at several levels; algorithmic, architectural, and implementation. These perforΒ­ mance requirements can be achieved by employing parallel processing at all levels. Very Large Scale Integration (VLSI) technology supports and provides a good avenue for parallelism. Parallelism offers efficient sohitions to several problems which can arise in VLSI DSP architectures such as: 1. Intermediate data communication and routing: several DSP algorithms, such as FFT, involve excessive data routing and reordering. Parallelism is an efficient mechanism to minimize the silicon cost and speed up the proΒ­ cessing time of the intermediate middle stages. 2. Complex DSP applications: the required computation is almost doubled. Parallelism will allow two similar channels processing at the same time. The communication between the two channels has to be minimized. 3. Applicatilm specific systems: this emerging approach should achieve real-time performance in a cost-effective way. 4. Testability and fault tolerance: reliability has become a required feature in most of DSP systems. To achieve such property, the involved time overhead is significant. Parallelism may be the solution to maintain acΒ­ ceptable speed performance.

✦ Table of Contents


Front Matter....Pages i-xiii
Parallel Architectures For Iterative Image Restoration....Pages 1-31
Perfect Shuffle Communications In Optically Interconnected Processor Arrays....Pages 33-47
Experiments with Parallel Fast Fourier Transforms....Pages 49-75
Fault-Tolerance for Parallel Adaptive Beamforming....Pages 77-112
Parallel Computation of Fan Beam Back-Projection Reconstruction Algorithm in Computed Tomography....Pages 113-127
Affine Permutations of Matrices on Mesh-Connected Arrays....Pages 129-158
Architectures for Statically Scheduled Dataflow....Pages 159-190
Design of Asynchronous Parallel Architectures....Pages 191-224
Implementation of Multilayer Neural Networks on Parallel Programmable Digital Computers....Pages 225-253
Implementation of Sparse Neural Networks on Fixed Size Arrays....Pages 255-279
Back Matter....Pages 281-283

✦ Subjects


Circuits and Systems; Electrical Engineering; Signal, Image and Speech Processing; Processor Architectures


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