Title :
A low-complexity soft-output decoder for polar codes
Author :
Fayyaz, Ubaid U. ; Barry, John R.
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
A widely used soft-output decoder for polar codes is a message-passing algorithm based on belief propagation, which performs well at the cost of high processing and storage requirements. In this paper we propose a low-complexity alternative for soft-output decoding of polar codes that offers comparable performance but with significantly reduced processing and storage requirements. In particular we show that the complexity of the proposed decoder is about 5% of the total complexity of the belief propagation decoder for the dicode channel, while achieving comparable error-rate performance. Furthermore, we show that the proposed decoder requires about 39% of the memory required by the belief propagation decoder for a block length of 32768.
Keywords :
decoding; message passing; belief propagation decoder; block length; comparable error-rate performance; dicode channel; low-complexity soft-output decoder; message-passing algorithm; polar codes; storage requirements; AWGN channels; Belief propagation; Complexity theory; Decoding; Iterative decoding; Memory management;
Conference_Titel :
Global Communications Conference (GLOBECOM), 2013 IEEE
Conference_Location :
Atlanta, GA
DOI :
10.1109/GLOCOM.2013.6831481