DocumentCode :
659092
Title :
Scaling exponent of list decoders with applications to polar codes
Author :
Mondelli, Marco ; Hassani, S. Hamed ; Urbanke, Rudiger
Author_Institution :
Sch. of Comput. & Commun. Sci., EPFL, Lausanne, Switzerland
fYear :
2013
fDate :
9-13 Sept. 2013
Firstpage :
1
Lastpage :
5
Abstract :
Motivated by the significant performance gains which polar codes experience when they are decoded with successive cancellation list decoders, we study how the scaling exponent changes as a function of the list size L. In particular, we fix the block error probability Pe and we analyze the tradeoff between the blocklength N and the back-off from capacity C-R using scaling laws. By means of a Divide and Intersect procedure, we provide a lower bound on the error probability under MAP decoding with list size L for any binary-input memoryless output-symmetric channel and for any class of linear codes such that their minimum distance is unbounded as the blocklength grows large. We show that, although list decoding can significantly improve the involved constants, the scaling exponent itself, i.e., the speed at which capacity is approached, stays unaffected. This result applies in particular to polar codes, since their minimum distance tends to infinity as N increases. Some considerations are also pointed out for the genie-aided successive cancellation decoder when transmission takes place over the binary erasure channel.
Keywords :
decoding; error statistics; probability; MAP decoding; binary erasure channel; binary input memoryless output symmetric channel; block error probability; divide and intersect procedure; genie aided successive cancellation decoder; linear codes; list decoding; polar codes; scaling exponent changes; scaling laws; successive cancellation list decoders; Capacity planning; Correlation; Decoding; Error probability; Linear codes; Parity check codes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory Workshop (ITW), 2013 IEEE
Conference_Location :
Sevilla
Print_ISBN :
978-1-4799-1321-3
Type :
conf
DOI :
10.1109/ITW.2013.6691215
Filename :
6691215
Link To Document :
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