Abstract:
The efforts of Yeredor, Gutch, Gruber and Theis have established a theory of blind source separation (BSS) over finite fields that can be applied to linear and instantane...Show MoreMetadata
Abstract:
The efforts of Yeredor, Gutch, Gruber and Theis have established a theory of blind source separation (BSS) over finite fields that can be applied to linear and instantaneous mixing models. In this work, the problem is treated for the case of convolutive mixtures, for which the process of BSS must be understood in terms of space-time processing. A method based on minimum entropy and deflation is proposed, and structural conditions for perfect signal recovery are defined, establishing interesting points of contact with canonical MIMO equalization. Simulation results give support to the applicability of the proposed algorithm and also reveal the important role of efficient entropy estimation when the complexity of the mixing system is increased.
Date of Conference: 22-25 September 2013
Date Added to IEEE Xplore: 14 November 2013
Electronic ISBN:978-1-4799-1180-6
ISSN Information:
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- IEEE Keywords
- Index Terms
- Finite Field ,
- Blind Separation ,
- Multiple-input Multiple-output ,
- Mixed System ,
- Approximate Entropy ,
- Minimum Entropy ,
- Blind Source Separation ,
- Wireless ,
- Extensive Analysis ,
- Invertible ,
- Complex Numbers ,
- Independent Component Analysis ,
- Impulse Response ,
- Results Of Scenario ,
- Filter Order ,
- Algebraic Structure ,
- Multiple-input Multiple-output Systems ,
- Concept Of Field ,
- Inter-symbol Interference ,
- Vector Notation ,
- Infinite Impulse Response Filter ,
- Infinite Impulse Response ,
- Scale Ambiguity
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Finite Field ,
- Blind Separation ,
- Multiple-input Multiple-output ,
- Mixed System ,
- Approximate Entropy ,
- Minimum Entropy ,
- Blind Source Separation ,
- Wireless ,
- Extensive Analysis ,
- Invertible ,
- Complex Numbers ,
- Independent Component Analysis ,
- Impulse Response ,
- Results Of Scenario ,
- Filter Order ,
- Algebraic Structure ,
- Multiple-input Multiple-output Systems ,
- Concept Of Field ,
- Inter-symbol Interference ,
- Vector Notation ,
- Infinite Impulse Response Filter ,
- Infinite Impulse Response ,
- Scale Ambiguity
- Author Keywords