Synthesis and Optimization of DSP Algorithms [electronic resource] /
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.
Main Authors: | , , , |
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Format: | Texto biblioteca |
Language: | eng |
Published: |
Boston, MA : Springer US,
2004
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Subjects: | Engineering., Microprocessors., Computer programming., Computers., Computer-aided engineering., Electrical engineering., Electronic circuits., Communications Engineering, Networks., Programming Techniques., Circuits and Systems., Computer-Aided Engineering (CAD, CAE) and Design., Processor Architectures., Theory of Computation., |
Online Access: | http://dx.doi.org/10.1007/b116503 |
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