• DocumentCode
    3123728
  • Title

    Fundamental limits on the power consumption of encoding and decoding

  • Author

    Grover, Pulkit ; Goldsmith, Andrea ; Sahai, Anant

  • Author_Institution
    Stanford Univ., Stanford, CA, USA
  • fYear
    2012
  • fDate
    1-6 July 2012
  • Firstpage
    2716
  • Lastpage
    2720
  • Abstract
    We provide fundamental information-theoretic bounds on the required circuit wiring complexity and power consumption for encoding and decoding of error-correcting codes. These bounds hold for all codes and all encoding and decoding algorithms implemented within the paradigm of our VLSI model. This model essentially views computation on a 2-D VLSI circuit as a computation on a network of connected nodes. The bounds are derived based on analyzing information flow in the circuit. They are then used to show that there is a fundamental tradeoff between the transmit and encoding/decoding power, and that the total (transmit + encoding + decoding) power must diverge to infinity at least as fast as cube-root of log 1/pe, where Pe is the average block-error probability. On the other hand, for bounded transmit-power schemes, the total power must diverge to infinity at least as fast as square-root of log 1/Pe due to the burden of encoding/decoding.
  • Keywords
    VLSI; decoding; encoding; error correction codes; error statistics; 2D VLSI circuit; VLSI model; block error probability; circuit wiring complexity; decoding; encoding; error correcting codes; information flow; information theoretic bounds; power consumption; transmit power schemes; Complexity theory; Computational modeling; Decoding; Encoding; Integrated circuit modeling; Very large scale integration; Wires;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
  • Conference_Location
    Cambridge, MA
  • ISSN
    2157-8095
  • Print_ISBN
    978-1-4673-2580-6
  • Electronic_ISBN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2012.6284015
  • Filename
    6284015