• DocumentCode
    3079206
  • Title

    Architecture and FPGA-implementation of a high throughput K+-Best detector

  • Author

    Heidmann, Nils ; Wiegand, Till ; Paul, Steffen

  • Author_Institution
    Inst. for Theor. Electr. Eng. & Microelectron. (ITEM), Univ. of Bremen, Bremen, Germany
  • fYear
    2011
  • fDate
    14-18 March 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Since Multiple Input Multiple Output (MIMO) transmission has become more and more popular for current and future mobile communication systems, MIMO detection is a big issue. Linear detection algorithms are less complex and well understood but their BER performance is limited. ML detectors achieve the optimum result but have exponential computational complexity. Hence, iterative tree-search algorithms like the sphere decoder or the K-Best detector, which reduce the computational complexity, has become a major topic in research. In this paper a modified K+-Best detector is introduced which is able to achieve the BER performance of a common K-Best detector with K=12, by using a sorting algorithm for K=8. This novel sorting approach based on Batchers Odd-Even Mergesort is less complex compared to other parallel sorting designs and saves valuable hardware resources. Due to an efficient implementation the throughput of the detector is about 455 Mbit/s which is twice as high as the LTE peak data rate of 217.6 Mbit/s for a 16-QAM modulated signal. In this paper the architecture and the implementation issues are demonstrated in detail and the BER performance of the K+-Best FPGA implementation is shown.
  • Keywords
    Long Term Evolution; MIMO systems; computational complexity; decoding; error statistics; field programmable gate arrays; iterative methods; mobile communication; quadrature amplitude modulation; signal detection; sorting; tree searching; BER performance; FPGA-implementation; K-best detector; LTE peak data rate; MIMO detection; MIMO transmission; ML detectors; QAM modulated signal; batchers odd-even mergesort; exponential computational complexity; hardware resources; high throughput K+-best detector; iterative tree-search algorithms; linear detection algorithms; mobile communication systems; multiple input multiple output transmission; parallel sorting designs; sorting algorithm; sphere decoder; Bit error rate; Clocks; Detectors; Hardware; MIMO; Sorting; Throughput; FPGA-Implementation; K-Best Detector; MIMO; Odd-Even Mergesort;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Design, Automation & Test in Europe Conference & Exhibition (DATE), 2011
  • Conference_Location
    Grenoble
  • ISSN
    1530-1591
  • Print_ISBN
    978-1-61284-208-0
  • Type

    conf

  • DOI
    10.1109/DATE.2011.5763049
  • Filename
    5763049