盲信号处理-理论与实践 本书特色

        肓信号处理是现代数学信号处理、计算智能学近年来迅速发展的重要方向，在电子信息、通信、生物医学、图像增强、雷达、地球物理信号处理等众多领域有广泛的应用前景。史习智编著的这本《盲信号处理——理论与实践》较系统地介绍了盲信号处理的基本理论、数学描述、独立分量分析、非线性pca、非线性ica、卷积混合和盲解卷积、盲信号处理的扩展、数据分析和应用研究等。本书可作为作为高年级本科生、研究生的教材，也可作为电子信息、通信、图像处理、遥感、雷达、生物医学信号处理、地震、语言信号处理等相关领域科技人员的参考书。

盲信号处理-理论与实践 内容简介

    blind signal processing theory and practice not only introduces related fundamental mathematics, but also reflects the numerous advances in the field, such as probability density estimation-based processing algorithms,underdetermined models, complex value methods, uncertainty of order in the separation of convolutive mixtures in frequency domains, and feature extraction using independent component analysis (ica). at the end of the book, results from a study conducted at shanghai jiao tong university in the areas of speech signal processing, underwater signals, image feature extraction, data compression, and the like are discussed.    this book will be of particular interest to advanced undergraduate students,graduate students, university instructors and research scientists in related disciplines. xizhi shi is a professor at shanghai jiao tong university.

盲信号处理-理论与实践 目录

chapter 1  introduction
  1.1  introduction
  1.2  blind source separation
  1.3  independent component analysis (ica)
  1.4  the historical development and research prospect of blind signal processing
  references
chapter 2  mathematical description of blind signal processing
  2.1  random process and probability distribution
  2.2  estimation theory
  2.3  information theory
  2.4  higher-order statistics
  2.5  preprocessing of signal
  2.6  complex nonlinear function
  2.7  evaluation index
  references

工业技术 电子通信 通信 通信理论

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