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
Link To Document