Nonlinear Channel Models and Their Simulations

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.

這本全面的彙編突顯了非線性通道建模和模擬的研究成果。非線性通道包括非線性衛星通道、非線性Volterra通道、分子MIMO通道等。本書涉及小波理論、神經網絡、回聲狀態網絡、機器學習、支持向量機、混沌計算、主成分分析、馬爾可夫鏈模型、相關熵、模糊理論等用於非線性通道建模和均衡的理論。這本有用的參考書豐富了非線性通道建模的理論體系，並改進了建立非線性通道模型的手段。適合信息與通信工程、控制科學與工程、智能科學與技術的工程技術人員、研究人員和研究生閱讀。