• DocumentCode
    2610781
  • Title

    A high throughput systolic design for QR algorithm

  • Author

    Wang, Jiann-Jenn ; Jen, Chein-Wei

  • Author_Institution
    Inst. of Electron., Nat. Chiao Tung Univ., Hsinchu, Taiwan
  • fYear
    1993
  • fDate
    3-6 May 1993
  • Firstpage
    1742
  • Abstract
    Based on the Givens rotation, a high throughput systolic array for the QR algorithm is proposed. Two techniques are adopted to increase the throughput rate in this design. First, the reformulation of the Givens rotation is presented to release the recursive relation and so increase the parallelism and reduce the computational complexity. Second, parallel processing and two-level pipelined techniques can be used to increase the throughput rate and reduce the latency. In the new design, the throughput rate is increased to 1/TMA, where TMA is the computation time of multiplication-addition. This throughput rate is faster than that in all previous designs. The latency is also superior to the previous designs
  • Keywords
    computational complexity; pipeline processing; recursive functions; systolic arrays; Givens rotation; QR algorithm; computation time; computational complexity; high throughput systolic design; latency; parallel processing; recursive relation; throughput rate; two-level pipelined techniques; Adaptive signal processing; Algorithm design and analysis; Computational complexity; Computer architecture; Delay; Parallel processing; Pipeline processing; Signal processing algorithms; Systolic arrays; Throughput;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1993., ISCAS '93, 1993 IEEE International Symposium on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    0-7803-1281-3
  • Type

    conf

  • DOI
    10.1109/ISCAS.1993.394080
  • Filename
    394080