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Complex Networks - A Networking and Signal Processing Perspective (Hardcover)
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Complex Networks - A Networking and Signal Processing Perspective (Hardcover)
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The Up-to-Date Guide to Complex Networks for Students, Researchers,
and Practitioners  Networks with complex and irregular
connectivity patterns appear in biology, chemistry, communications,
social networks, transportation systems, power grids, the Internet,
and many big data applications. Complex Networks offers a novel
engineering perspective on these networks, focusing on their key
communications, networking, and signal processing dimensions.
 Three leading researchers draw on recent advances to
illuminate the design and characterization of complex computer
networks and graph signal processing systems. The authors cover
both the fundamental concepts underlying graph theory and complex
networks, as well as current theory and research. They discuss
spectra and signal processing in complex networks, graph signal
processing approaches for extracting information from structural
data, and advanced techniques for multiscale analysis. What makes
networks complex, and how to successfully characterize them Graph
theory foundations, definitions, and concepts Full chapters on
small-world, scale-free, small-world wireless mesh, and small-world
wireless sensor networks Complex network spectra and graph signal
processing concepts and techniques Multiscale analysis via
transforms and wavelets
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