Parallel Computing for Real-time Signal Processing and Control
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Beschreibung
The computing performance demands of modern real-time signal processing and control applications are increasing rapidly. The use of multiple processors operating in parallel allows several instructions to be dealt with simultaneously, so the requirement for "real-time" is now much easier to meet. Parallel Computing for Real-time Signal Processing and Control introduces students to the advantages of this important capability within an engineering framework. The ability of parallel processing to deal with common signal processing and control algorithms is explored. The book:
• Emphasises the relationship between the computing requirements of algorithms and the appropriate choice of architectures in successful computing strategies.
• Demonstrates the identification of processor capabilities and how to exploit them to the fullest for different tasks.
• Clearly states objectives in each chapter to allow the student to monitor his/her progress.
• Uses examples and end-of-chapter exercises to facilitate self-study and guided tuition.
• Offers case studies that put theoretical concepts into a practical context.
Written in a tutorial style with a logical exploratory approach, Parallel Computing for Real-time Signal Processing and Control is an ideal introduction to this powerful paradigm. For advanced students in parallel computing, control and signal processing disciplines, it will be an invaluable tool in learning to get the best from their computer systems.
This book will sell because control an signal-processing students need to understand the best ways of making their computers work for them if they are to get the best results from the experimental methods they choose to adopt using any given investigation.
The student will be able to use the section on web resources which collates a number of websites to gain further instruction and to obtain extra examples and case studies Signal-processing/control students will learn to match a computer's abilities to the task required - a fundamental process in the optimal use of hardware and software. This is the only volume specifically designed for such instruction. Includes supplementary material: sn.pub/extras
Autor*in
M. Osman Tokhi
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Algorithms Hardware Parallel Computing algorithm metrics microprocessor motherboard multithreading parallel programming processor programming reading real-time requirements signal processing
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From the reviews:
"Written as a textbook, the book is much more than that-it is a comprehensive resource for those interested in parallel computing...Readers should not be misled by the relatively small size of the book-it is complete and well organized...Summing Up: Recommended."
(J. Beidler, Choice, September 2003)
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