DocumentCode
32435
Title
Achieving Marton’s Region for Broadcast Channels Using Polar Codes
Author
Mondelli, Marco ; Hassani, S. Hamed ; Sason, Igal ; Urbanke, Rudiger L.
Author_Institution
Sch. of Comput. & Commun. Sci., Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
Volume
61
Issue
2
fYear
2015
fDate
Feb. 2015
Firstpage
783
Lastpage
800
Abstract
This paper presents polar coding schemes for the two-user discrete memoryless broadcast channel (DM-BC) which achieve Marton´s region with both common and private messages. This is the best achievable rate region known to date, and it is tight for all classes of two-user DM-BCs whose capacity regions are known. To accomplish this task, we first construct polar codes for both the superposition as well as binning strategy. By combining these two schemes, we obtain Marton´s region with private messages only. Finally, we show how to handle the case of common information. The proposed coding schemes possess the usual advantages of polar codes, i.e., they have low encoding and decoding complexity and a superpolynomial decay rate of the error probability. We follow the lead of Goela, Abbe, and Gastpar, who recently introduced polar codes emulating the superposition and binning schemes. To align the polar indices, for both schemes, their solution involves some degradedness constraints that are assumed to hold between the auxiliary random variables and channel outputs. To remove these constraints, we consider the transmission of k blocks and employ a chaining construction that guarantees the proper alignment of the polarized indices. The techniques described in this paper are quite general, and they can be adopted to many other multiterminal scenarios whenever there polar indices need to be aligned.
Keywords
broadcast channels; codes; decoding; error statistics; Marton region; achievable rate region; auxiliary random variables; binning strategy; common messages; decoding complexity; encoding complexity; error probability; multiterminal scenarios; polar coding schemes; polar indices; private messages; superpolynomial decay rate; superposition schemes; two-user DM-BC; two-user discrete memoryless broadcast channel; Complexity theory; Decoding; Encoding; Error probability; Joints; Random variables; Receivers; Binning; Marton’s region; Marton-Gelfand-Pinsker (MGP) region; Marton???s region; broadcast channel; polar codes; polarization alignment; superposition coding;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2014.2368555
Filename
6949646
Link To Document