• DocumentCode
    2185484
  • Title

    Hardware accelerator for minimum mean square error interference alignment

  • Author

    Kock, Markus ; Busch, Steffen ; Blume, Holger

  • Author_Institution
    Institute of Microelectronic Systems, Leibniz Universität Hannover, Germany
  • fYear
    2015
  • fDate
    21-24 July 2015
  • Firstpage
    575
  • Lastpage
    579
  • Abstract
    A dedicated hardware architecture for the digital baseband processing of minimum mean square error interference alignment is presented. The computationally intensive task of calculating the precoding and decoding matrices has been implemented and the underlying algorithm has been optimized for real-time capability, efficiency and flexibility. The required number of iterations has been optimized and appropriate low-latency algorithms for the computation of basic operations have been identified to meet a real-time constraint of 1ms processing latency. The architecture has been verified and synthesized for a Xilinx Virtex-6 LX550T FPGA. The maximum number of antennas, users and data streams is configurable at synthesis time. The actual parameters are configurable at runtime. Different degrees of parallelism allow a trade-off between resource requirements, latency and throughput. The target FPGA resources are sufficient for real-time system configurations up to 5 users with 3 antennas.
  • Keywords
    Clocks; Hardware; Interference; Iterative decoding; MIMO; Mean square error methods; Real-time systems; Hardware Accelerator; Interference Alignment; Testbed;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Signal Processing (DSP), 2015 IEEE International Conference on
  • Conference_Location
    Singapore, Singapore
  • Type

    conf

  • DOI
    10.1109/ICDSP.2015.7251939
  • Filename
    7251939