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Joint International Conference on Autonomic and Autonomous Systems and International Conference on Networking and Services - (icas-icns'05)
Belief Propagation over MIMO Frequency Selective Fading Channels
Papeete, Tahiti
October 23-October 28
ISBN: 0-7695-2450-8
Mustafa N. Kaynak, Arizona State University
Tolga M. Duman, Arizona State University
Erozan M. Kurtas, Seagate Technology 1251 Waterfront, PA
In this paper, we propose an iterative belief propagation (BP) detector over multiple-input multiple-output (MIMO) frequency selective fading channels as an alternative to the typically used maximum a-posteriori (MAP) or Viterbi detectors. Unlike the trellis based detectors having serial structure, the proposed detector has the advantage of having a parallel structure, resulting in more efficient and fast hardware implementations. Moreover, BP detector is less complicated than the MAP detector and it has a short decoding delay which is essential for reduced memory requirements. Via simulations we show that, over frequency selective fading channels, the proposed BP detector achieves a near-optimal performance, even in the presence of the length 4 cycles in the channel factor graph.
Citation:
Mustafa N. Kaynak, Tolga M. Duman, Erozan M. Kurtas, "Belief Propagation over MIMO Frequency Selective Fading Channels," icas-icns, pp.45, Joint International Conference on Autonomic and Autonomous Systems and International Conference on Networking and Services - (icas-icns'05), 2005
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