• DocumentCode
    294859
  • Title

    Power minimization in DSP application specific systems using algorithm selection

  • Author

    Potkonjak, Miodrag ; Rabaey, Jan M.

  • Author_Institution
    C&C Res. Labs., NEC Res. Inst., Princeton, NJ, USA
  • Volume
    4
  • fYear
    1995
  • fDate
    9-12 May 1995
  • Firstpage
    2639
  • Abstract
    We introduce the algorithm selection problem for power minimization. After demonstrating the high impact of this synthesis task on the power consumption of the final implementation using a case study, we studied its computational complexity. We present an efficient optimization intensive algorithm for power minimization using algorithm selection. We applied the marginal utility-based algorithm for algorithm selection on three DSP examples. A table illustrates the effectiveness of the power optimization using algorithm selection on one audio (LMS DCT transform domain filter) and two video (NTSC formatter and DPCM coder) applications. On several DSP examples more than an order of magnitude reduction in power is demonstrated
  • Keywords
    discrete cosine transforms; filtering theory; least mean squares methods; optimisation; power consumption; signal processing; video coding; video equipment; DPCM coder; DSP application specific systems; LMS DCT transform domain filter; NTSC formatter; algorithm selection; audio applications; computational complexity; marginal utility-based algorithm; optimization intensive algorithm; power minimization; synthesis task; video applications; Band pass filters; Computational complexity; Design automation; Digital signal processing; Discrete cosine transforms; Energy consumption; Filters; Least squares approximation; Minimization methods; Sparse matrices; Throughput; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
  • Conference_Location
    Detroit, MI
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-2431-5
  • Type

    conf

  • DOI
    10.1109/ICASSP.1995.480103
  • Filename
    480103