Synthesis and optimization of DSP algorithms

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...

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Bibliographic Details
Main Authors: Constantinides, George A, Cheung, Peter Y. K, Luk, Wayne
Format: eBook Book
Language:English
Published: Boston Kluwer Academic Publishers 2004
Springer
Springer US
Kluwer Academic
Edition:1
Subjects:
Circuits and Systems
Communications Engineering, Networks
Computer aided design
Computer science
Computer-Aided Engineering (CAD, CAE) and Design
Data processing
Design
Digital communications
Digital communications > Equipment and supplies > Design > Data processing
Digital techniques
Engineering
Equipment and supplies
Information theory
Processor Architectures
Programming Techniques
Signal processing
Signal processing > Digital techniques
Systems engineering
Telecommunication
Theory of Computation
ISBN:1402079303, 9781402079306, 9781475779844, 9781475779837, 1475779844, 1475779836
Online Access:Get full text
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Summary: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.
Bibliography:Includes bibliographical references (p. [157]-162) and index
ISBN:1402079303
9781402079306
9781475779844
9781475779837
1475779844
1475779836
DOI:10.1007/b116503