Advances in heuristic signal processing and applications

The Resource Advances in heuristic signal processing and applications
Label
Advances in heuristic signal processing and applications
Statement of responsibility
Amitava Chatterjee, Hadi Nobahari, Patrick Siarry, editors
Contributor
Subject
Language
eng
Summary
There have been significant developments in the design and application of algorithms for both one-dimensional signal processing and multidimensional signal processing, namely image and video processing, with the recent focus changing from a step-by-step procedure of designing the algorithm first and following up with in-depth analysis and performance improvement to instead applying heuristic-based methods to solve signal-processing problems. In this book the contributing authors demonstrate both general-purpose algorithms and those aimed at solving specialized application problems, with a special emphasis on heuristic iterative optimization methods employing modern evolutionary and swarm intelligence based techniques. The applications considered are in domains such as communications engineering, estimation and tracking, digital filter design, wireless sensor networks, bioelectric signal classification, image denoising, and image feature tracking. The book presents interesting, state-of-the-art methodologies for solving real-world problems and it is a suitable reference for researchers and engineers in the areas of heuristics and signal processing
Cataloging source
GW5XE
Dewey number
621.382/2
Illustrations
illustrations
Index
index present
Language note
English
LC call number
TK5102.9
LC item number
.A38 2013
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
TK 5102.9
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