Principle and Application of Blind Source Separation Technology

Proposal and application of blind source separation problem.- Mathematical model and separability condition of blind source separation.- Blind source separation theory basis.- preprocessing technology of blind source separation.- Gradient based overdetermined determined blind source separation algorithm.- Fast ica algorithm for overdetermined determined blind source separation.- Overdetermined determined blind separation algorithm based on joint diagonalization.- Blind source separation technique of overdetermined convolutional mixed.- Estimation of sufficiently sparse underdetermined mixed matrix.- Estimation of insufficiently sparse underdetermined mixed matrix.-source signal recovery algorithm based on compression reconstruction.- Other algorithms for source signal recovery.- The application of bss in communication signal processing.- Measurement experiment for bss of communication signal.

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• Inteligência artificial
• Engenharia das comunicações e telecomunicações
• Engenharia electrónica
• Processamento de sinais

Blind source separation(BSS);independent component analysis(ICA);Fast-ICA;EASI;JADE;Underdetermined blind source separation;source recovery;communication signal separation