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A new class of soft MIMO demodulation algorithms

Abstract:

We propose a new class of soft-input soft-output demodulation schemes for multiple-input multiple-output (MIMO) channels, based on the sequential Monte Carlo (SMC) framework under both stochastic and deterministic settings. The stochastic SMC sampler generates MIMO symbol samples based on importance sampling and resampling techniques, whereas the deterministic SMC approach recursively performs exploration and selection steps in a greedy manner. By exploiting the artificial sequential structur...

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Publication status:
Published

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Publisher copy:
10.1109/TSP.2003.818155

Authors


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Institution:
University of Oxford
Division:
MPLS
Department:
Statistics
Role:
Author
Journal:
IEEE TRANSACTIONS ON SIGNAL PROCESSING More from this journal
Volume:
51
Issue:
11
Pages:
2752-2763
Publication date:
2003-11-01
DOI:
ISSN:
1053-587X
Keywords:
Pubs id:
pubs:190599
UUID:
uuid:fc694e5d-5ecc-482b-bc12-f0ca431a1838
Local pid:
pubs:190599
Source identifiers:
190599
Deposit date:
2012-12-19

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