• DocumentCode
    1772867
  • Title

    A new architecture for minimum mean square error sorted QR decomposition for MIMO wireless communication systems

  • Author

    Tomashevich, Victor ; Gimmler-Dumont, Christina ; Fesl, Christian ; Wehn, Norbert ; Polian, Ilia

  • Author_Institution
    Fac. of Math. & Comput. Sci., Univ. of Passau, Passau, Germany
  • fYear
    2014
  • fDate
    23-25 April 2014
  • Firstpage
    246
  • Lastpage
    249
  • Abstract
    Multiantenna telecommunication systems represent channels with multiple inputs and multiple outputs (MIMO) by matrices. QR decomposition (QRD) of the channel matrix is a crucial part of MIMO detection algorithms, such as successive interference cancellation or sphere detection. Modern standards like Long Term Evolution (LTE) require the processing of millions of matrices per second, in order to compensate channel changes that occur due to the mobility of the detector and Doppler spread. We introduce a new architecture for minimum mean square error (MMSE) sorted QR decomposition based on Givens rotations. The architecture is derived from classical systolic array approach but includes modifications to allow sorting and MMSE preprocessing. It balances throughput against area and fulfills the real-time requirements of 1.763 μs and 0.881 μs derived from the LTE MIMO standard when synthesized on ALTERA Stratix III and Stratix V family FPGAs. Moreover, it can trade speed for area and is suitable for tighter time constraints.
  • Keywords
    Long Term Evolution; MIMO communication; field programmable gate arrays; least mean squares methods; radiofrequency interference; real-time systems; ALTERA Stratix III; Doppler spread; Long Term Evolution; MIMO detection; MIMO wireless communication systems; QR decomposition; Stratix V family FPGA; minimum mean square error; multiantenna telecommunication systems; real-time requirements; sphere detection; successive interference cancellation; systolic array; Arrays; MIMO; Matrix decomposition; Registers; Sorting; Standards;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Design and Diagnostics of Electronic Circuits & Systems, 17th International Symposium on
  • Conference_Location
    Warsaw
  • Print_ISBN
    978-1-4799-4560-3
  • Type

    conf

  • DOI
    10.1109/DDECS.2014.6868800
  • Filename
    6868800