Title
Efficient Fast-Scan Flip Decoder For Polar Codes
Abstract
Soft-output decoder is of great importance to be applied in iterative receivers, of which belief propagation (BP) algorithm has been widely studied for 5G low-density parity-check (LDPC) and polar codes. However, for polar codes, BP decoding suffers from high computational complexity and unsatisfactory convergence. To this end, soft cancellation (SCAN) polar decoder has recently drawn attention from academia and can be further improved by using the bit-flipping strategy. Limited by the serial nature of message propagation, the SCAN flip (SCANF) decoder cannot meet a high throughput. In this paper, we accelerate the decoding speed by the fast processing mechanism, conducting Fast-SCANF decoder. The corresponding hardware architecture is designed with memory optimization and implemented by TSMC 40nm technology, delivering a 2:1 Gbps throughput and 65 pJ/b energy. To the knowledge of authors, this is the first SCANF hardware decoder.
Year
DOI
Venue
2021
10.1109/ISCAS51556.2021.9401398
2021 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)
Keywords
DocType
ISSN
Polar codes, soft cancellation, bit-flipping
Conference
0271-4302
Citations 
PageRank 
References 
0
0.34
0
Authors
6
Name
Order
Citations
PageRank
Leyu Zhang100.34
Yutai Sun200.34
Yifei Shen3155.36
Wenqing Song431.43
xiaohu you52529272.49
Chuan Zhang610013.67