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Telecommunications Technology --- Digital Signal Processing

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Telecommunications Technology --- Digital Signal Processing

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Signal processing --- Digital techniques. --- algoritme --- dsp (digital signal processing)

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Field programmable gate arrays (FPGAs) are an increasingly popular technology for implementing digital signal processing (DSP) systems. By allowing designers to create circuit architectures developed for the specific applications, high levels of performance can be achieved for many DSP applications providing considerable improvements over conventional microprocessor and dedicated DSP processor solutions. The book addresses the key issue in this process specifically, the methods and tools needed for the design, optimization and implementation of DSP systems in programmable FPGA hardware. It presents a review of the leading-edge techniques in this field, analyzing advanced DSP-based design flows for both signal flow graph- (SFG-) based and dataflow-based implementation, system on chip (SoC) aspects, and future trends and challenges for FPGAs. The automation of the techniques for component architectural synthesis, computational models, and the reduction of energy consumption to help improve FPGA performance, are given in detail. Written from a system level design perspective and with a DSP focus, the authors present many practical application examples of complex DSP implementation, involving: high-performance computing e.g. matrix operations such as matrix multiplication; high-speed filtering including finite impulse response (FIR) filters and wave digital filters (WDFs); adaptive filtering e.g. recursive least squares (RLS) filtering; transforms such as the fast Fourier transform (FFT). FPGA-based Implementation of Signal Processing Systems is an important reference for practising engineers and researchers working on the design and development of DSP systems for radio, telecommunication, information, audio-visual and security applications. Senior level electrical and computer engineering graduates taking courses in signal processing or digital signal processing shall also find this volume of interest.

FPGA --- Digitale signaalprocessing --- 681.325 --- DSP --- Digital Signal processing --- Signal processing --- Digital signal processing --- Digital communications --- Digital electronics --- Digital techniques

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1. DSP - What is it? 2. Designing With DSP - What's required? 3. DSP Devices - What's inside? 4. DSP Systems - An Overview DSP Algorithm Toolbox - Making It Happen. 5. Applications Toolbox I- General Purpose. 6. Applications Toolbox Ii- Filter Design. 7. Applications Toolbox Iii- Spectral Analysis. 8. Applications Toolbox IV- Specialist Applications. 9. Theory Behind the Algorithms - How Do They Work? 10. Putting it all Together - Case Studies. Appendix 1- Useful trigonometric identities and series expansions. Appendix 2- Derivation of continuous signal correlation and spectral density functions from samples.

Signal processing --- Digital techniques. --- dsp (digital signal processing) --- algoritme --- ontwerptechniek --- Contains audio-visual material --- Digital signal processing --- Digital communications --- Digital electronics --- Digital techniques