Nonlinear Channel Models And Their Simulations

Yecai Guo

มิ.ย. 2022 · World Scientific

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This comprehensive compendium highlights the research results of nonlinear channel modeling and simulation. Nonlinear channels include nonlinear satellite channels, nonlinear Volterra channels, molecular MIMO channels, etc.This volume involves wavelet theory, neural network, echo state network, machine learning, support vector machine, chaos calculation, principal component analysis, Markov chain model, correlation entropy, fuzzy theory and other theories for nonlinear channel modeling and equalization.The useful reference text enriches the theoretical system of nonlinear channel modeling and improving the means of establishing nonlinear channel model. It is suitable for engineering technicians, researchers and graduate students in information and communication engineering, and control science and engineering, intelligent science and technology.

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Yecai Guo received the B.S. degree from Anqing Normal University, Anqing, China, in 1986, the M.S. degree in acoustics from the University of Science and Technology of China, Hefei, China, in 1999, and the Ph.D. degree in underwater acoustic engineering from Northwestern Polytechnical University, Xi'an, China, in 2003. He is currently a Professor with the Nanjing University of Information Science and Technology. His research interests include speech signal processing break and image processing.