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Advances in Blind Source Separation

  1. Research Article

    gpICA: A Novel Nonlinear ICA Algorithm Using Geometric Linearization

    A new geometric approach for nonlinear independent component analysis (ICA) is presented in this paper. Nonlinear environment is modeled by the popular post nonlinear (PNL) scheme. To eliminate the nonlinearit...

    Thang Viet Nguyen, Jagdish Chandra Patra and Sabu Emmanuel

    EURASIP Journal on Advances in Signal Processing 2006 2007:031951

    Published on: 16 November 2006

  2. Research Article

    Blind Deconvolution in Nonminimum Phase Systems Using Cascade Structure

    We introduce a novel cascade demixing structure for multichannel blind deconvolution in nonminimum phase systems. To simplify the learning process, we decompose the demixing model into a causal finite impulse ...

    Bin Xia and Liqing Zhang

    EURASIP Journal on Advances in Signal Processing 2006 2007:048432

    Published on: 15 October 2006

  3. Research Article

    A Nonlinear Prediction Approach to the Blind Separation of Convolutive Mixtures

    We propose a method for source separation of convolutive mixture based on nonlinear prediction-error filters. This approach converts the original problem into an instantaneous mixture problem, which can be sol...

    Ricardo Suyama, Leonardo Tomazeli Duarte, Rafael Ferrari, Leandro Elias Paiva Rangel, Romis Ribeirode Faissol Attux, Charles Casimiro Cavalcante, Fernando José Von Zuben and João Marcos Travassos Romano

    EURASIP Journal on Advances in Signal Processing 2006 2007:043860

    Published on: 24 September 2006

  4. Research Article

    Separation and Localisation of P300 Sources and Their Subcomponents Using Constrained Blind Source Separation

    Separation and localisation of P300 sources and their constituent subcomponents for both visual and audio stimulations is investigated in this paper. An effective constrained blind source separation (CBSS) alg...

    Loukianos Spyrou, Min Jing, Saeid Sanei and Alex Sumich

    EURASIP Journal on Advances in Signal Processing 2006 2007:082912

    Published on: 18 September 2006

  5. Research Article

    Exploiting Narrowband Efficiency for Broadband Convolutive Blind Source Separation

    Based on a recently presented generic broadband blind source separation (BSS) algorithm for convolutive mixtures, we propose in this paper a novel algorithm combining advantages of broadband algorithms with th...

    Robert Aichner, Herbert Buchner and Walter Kellermann

    EURASIP Journal on Advances in Signal Processing 2006 2007:016381

    Published on: 12 September 2006

  6. Research Article

    A Joint Optimization Criterion for Blind DS-CDMA Detection

    This paper addresses the problem of the blind detection of a desired user in an asynchronous DS-CDMA communications system with multipath propagation channels. Starting from the inverse filter criterion introd...

    Iván Durán-Díaz and Sergio A. Cruces-Alvarez

    EURASIP Journal on Advances in Signal Processing 2006 2007:079248

    Published on: 7 September 2006

  7. Research Article

    MAP-Based Underdetermined Blind Source Separation of Convolutive Mixtures by Hierarchical Clustering and -Norm Minimization

    We address the problem of underdetermined BSS. While most previous approaches are designed for instantaneous mixtures, we propose a time-frequency-domain algorithm for convolutive mixtures. We adopt a two-step...

    Stefan Winter, Walter Kellermann, Hiroshi Sawada and Shoji Makino

    EURASIP Journal on Advances in Signal Processing 2006 2007:024717

    Published on: 5 September 2006