Synthesis and Optimization of DSP Algorithms

Synthesis and Optimization of DSP Algorithms
Author :
Publisher : Springer Science & Business Media
Total Pages : 170
Release :
ISBN-10 : 9781402079306
ISBN-13 : 1402079303
Rating : 4/5 (303 Downloads)

Book Synopsis Synthesis and Optimization of DSP Algorithms by : George Constantinides

Download or read book Synthesis and Optimization of DSP Algorithms written by George Constantinides and published by Springer Science & Business Media. This book was released on 2004-04-30 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: Synthesis and Optimization of DSP Algorithms describes approaches taken to synthesising structural hardware descriptions of digital circuits from high-level descriptions of Digital Signal Processing (DSP) algorithms. The book contains: -A tutorial on the subjects of digital design and architectural synthesis, intended for DSP engineers, -A tutorial on the subject of DSP, intended for digital designers, -A discussion of techniques for estimating the peak values likely to occur in a DSP system, thus enabling an appropriate signal scaling. Analytic techniques, simulation techniques, and hybrids are discussed. The applicability of different analytic approaches to different types of DSP design is covered, -The development of techniques to optimise the precision requirements of a DSP algorithm, aiming for efficient implementation in a custom parallel processor. The idea is to trade-off numerical accuracy for area or power-consumption advantages. Again, both analytic and simulation techniques for estimating numerical accuracy are described and contrasted. Optimum and heuristic approaches to precision optimisation are discussed, -A discussion of the importance of the scheduling, allocation, and binding problems, and development of techniques to automate these processes with reference to a precision-optimized algorithm, -Future perspectives for synthesis and optimization of DSP algorithms.


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