• DocumentCode
    639995
  • Title

    Polarization improves E0

  • Author

    Alsan, Mine ; Telatar, Emre

  • Author_Institution
    Inf. Theor. Lab., Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
  • fYear
    2013
  • fDate
    7-12 July 2013
  • Firstpage
    774
  • Lastpage
    778
  • Abstract
    We prove that channel combining and splitting via Arikan´s polarization transformation improves Gallager´s reliability function E0 for binary input channels. In this sense polarization `creates´ E0. This observation gives yet another justification as to why the polar transform yields capacity achieving and low complexity codes: the improvement in E0 translates to an improvement in complexity-error-probability trade-off. In analyzing polar codes, one examines auxiliary random processes that follow the evolution of information measures as an underlying communication channel undergoes a sequence of transformations. The conclusion of this paper shows that the E0 process associated to such an analysis is a submartingale.
  • Keywords
    codes; communication complexity; electromagnetic wave polarisation; error statistics; reliability theory; telecommunication channels; Arikan polarization transformation; Gallager reliability function; auxiliary random processes; binary input channels; channel combining; channel splitting; communication channel; complexity-error-probability trade-off; information measures evolution; low complexity codes; polar codes; polar transform; submartingale analysis; transformations sequence; Entropy; Mutual information; Random variables; Reliability theory; Transforms; Channel polarization; Rényi´s entropies; reliability function; reliability-complexity trade-off;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
  • Conference_Location
    Istanbul
  • ISSN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2013.6620331
  • Filename
    6620331