Efficient channel-adaptive MIMO detection using just-acceptable error rate

I. Wei Lai, Gerd Ascheid, Heinrich Meyr, Tzi Dar Chiueh

研究成果: 雜誌貢獻文章同行評審

18 引文 斯高帕斯(Scopus)


This paper proposes a new concept of multiple-input multiple-output (MIMO) detection, aiming at minimizing the average computational cost. The detection methods are adapted according to the estimated channel state information to deliver just-acceptable error rate (JAER) performance. Error rate models for two popular MIMO detection algorithms are derived given the channel matrix. From these models, a channel-adaptive-MIMO (CA-MIMO) receiver with detector-switching strategies is proposed. Simulation results demonstrate that the proposed CA-MIMO detector meets the JAER criterion efficiently. Compared with the sophisticated Sphere Search (SS) MIMO detector, the average saving at moderate signal-to-noise ratio (SNR) is around 58% to 72%, depending on different modulation alphabets. At high SNR, the CA-MIMO detector almost always switch to Zero-Forcing (ZF) detection, where the complexity is several orders lower than the SS detector.

頁(從 - 到)73-83
期刊IEEE Transactions on Wireless Communications
出版狀態已發佈 - 2011 一月 1

ASJC Scopus subject areas

  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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