• Title/Summary/Keyword: ML Detection verifier

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Prior Maximum Likelihood Detection Verifier Design in MIMO Receivers (MIMO 수신기에서 사전 Maximum Likelihood 검파 검증기 설계)

  • Jeon, Hyoung-Goo;Bae, Jin-Ho;Lee, Dong-Hoon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.33 no.11A
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    • pp.1063-1071
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    • 2008
  • This paper proposes a prior maximum likelihood (ML) detection verifier which has an ability to verify if the zero forcing (ZF) detection results are identical to the ML detection results. Since more than 90% of ZF detection results are identical to ML detection results, the proposed verifier makes it possible to omit the computationally complex ML detection in 90% cases of MIMO signal detections. The proposed verifier is designed by using the diversity gain obtained from converting MIMO signal into single input multiple output (SIMO) signals. In the proposed method, single input multiple output (SIMO) signals for each transmit antenna are separated from MIMO signals after the MIMO signals are detected by ZF method. Computer simulations show that the true alarm probability of the proposed verifier is more than 80% and the false alarm probability is less than $10^{-4}$.