Title :
Polar Codes for Q-Ary Channels,
Author :
Park, Woo-Chan ; Barg, Alexander
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA
Abstract :
We study polarization for nonbinary channels with input alphabet of size q=2r, r=2,3,.... Using Arıkan´s polarizing kernel H2, we prove that the virtual channels that arise in the process of channel evolution converge to q-ary channels with capacity 0,1,2,..., r bits. As a result of this analysis, we show that polar codes support reliable transmission over discrete memoryless channels with q-ary input for all rates below the symmetric capacity of the channel. This leads to an explicit transmission scheme for q-ary channels. The block error probability of decoding using successive cancellation behaves as exp(-Nα), where N is the code length and α is any constant less than 0.5.
Keywords :
block codes; probability; telecommunication channels; Arıkan polarizing kernel H2; block error probability; channel evolution; code length; converge; decoding; discrete memoryless channels; nonbinary channels; polar codes; polarization; q-ary channels; successive cancellation; transmission scheme; virtual channels; Channel capacity; Convergence; Decoding; Error probability; Kernel; Random variables; Zirconium; Bhattacharyya distance; multilevel polarization; nonbinary codes; ordered weight;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2012.2219035