• DocumentCode
    2358191
  • Title

    Flexible N-Way MIMO Detector on GPU

  • Author

    Wu, Min ; Bei Yin ; Cavallaro, J.R.

  • Author_Institution
    Electr. & Comput. Eng., Rice Univ., Houston, TX, USA
  • fYear
    2012
  • fDate
    17-19 Oct. 2012
  • Firstpage
    318
  • Lastpage
    323
  • Abstract
    This paper proposes a flexible Multiple-Input Multiple-Output (MIMO) detector on graphics processing units (GPU). MIMO detection is a key technology in broadband wireless system such as LTE, WiMAX, and 802.11n. Existing detectors either use costly sorting for better performance or sacrifice sorting for higher throughput. To achieve good performance with high though put, our detector runs multiple search passes in parallel, where each search pass detects the transmit stream with a different permuted detection order. We show that this flexible detector, including QR decomposition preprocessing, outperforms existing GPU MIMO detectors while maintaining good bit error rate (BER) performance. In addition, this detector can achieve different tradeoffs between throughput and accuracy by changing the number of parallel search passes.
  • Keywords
    MIMO communication; error statistics; graphics processing units; 802.11n; BER; GPU; LTE; QR decomposition preprocessing; WiMAX; bit error rate; broadband wireless system; flexible N-way MIMO detector; graphics processing unit; multiple-input multiple-output detector; Detectors; Graphics processing units; Instruction sets; Kernel; MIMO; Throughput; Vectors; GPGPU; MIMO; Maximum likelihood detection; Sphere detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Systems (SiPS), 2012 IEEE Workshop on
  • Conference_Location
    Quebec City, QC
  • ISSN
    2162-3562
  • Print_ISBN
    978-1-4673-2986-6
  • Type

    conf

  • DOI
    10.1109/SiPS.2012.59
  • Filename
    6363275