Polar Codes for the m-User Multiple Access Channel

被引:88
作者
Abbe, Emmanuel [1 ]
Telatar, Emre [1 ]
机构
[1] Ecole Polytech Fed Lausanne, Sch Commun & Comp Sci, CH-1015 Lausanne, Switzerland
关键词
Matroid; multiuser communication; multiple access channel (MAC); polar codes; polarization;
D O I
10.1109/TIT.2012.2201374
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, polar codes for the m-user multiple access channel (MAC) with binary inputs are constructed. It is shown that Arikan's polarization technique applied individually to each user transforms independent uses of an m-user binary input MAC into successive uses of extremal MACs. This transformation has a number of desirable properties: 1) the "uniform sum-rate" of the original MAC is preserved, 2) the extremal MACs have uniform rate regions that are not only polymatroids but matroids, and thus, 3) their uniform sum-rate can be reached by each user transmitting either uncoded or fixed bits; in this sense, they are easy to communicate over. A polar code can then be constructed with an encoding and decoding complexity of O(n log n) (where is the block length), a block error probability o(exp(-n(1/2-epsilon))) of, and capable of achieving the uniform sum-rate of any binary input MAC with arbitrary many users. Applications of this polar code construction to channels with a finite field input alphabet and to the additive white Gaussian noise channel are also discussed.
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页码:5437 / 5448
页数:12
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