Polar codes are able to achieve the capacity of memoryless channels under successive cancellation (SC) decoding. Soft Cancellation (SCAN) is a soft-output decoder based on the SC schedule, useful in iterative decoding and concatenation of polar codes. However, the sequential nature of this decoder leads to high decoding latency compared to state-of-the-art codes. To reduce the latency of SCAN, in this paper we identify special nodes in the decoding tree, corresponding to specific frozen-bit sequences, and propose dedicated low-latency decoding approaches for each of them. The resulting fast-SCAN decoder does not alter the soft-output compared to the standard SCAN while dramatically reducing the decoding latency and yielding the same error correction performance.

Fast-SCAN decoding of Polar Codes

Bioglio, V
Last
2021-01-01

Abstract

Polar codes are able to achieve the capacity of memoryless channels under successive cancellation (SC) decoding. Soft Cancellation (SCAN) is a soft-output decoder based on the SC schedule, useful in iterative decoding and concatenation of polar codes. However, the sequential nature of this decoder leads to high decoding latency compared to state-of-the-art codes. To reduce the latency of SCAN, in this paper we identify special nodes in the decoding tree, corresponding to specific frozen-bit sequences, and propose dedicated low-latency decoding approaches for each of them. The resulting fast-SCAN decoder does not alter the soft-output compared to the standard SCAN while dramatically reducing the decoding latency and yielding the same error correction performance.
2021
International Symposium on Topics in Coding (ISTC)
Montreal, QC, Canada
30 agosto - 3 settembre 2021
proceedings of ISTC 2021
IEEE
1
5
978-1-6654-0943-8
Polar Codes; Successive Cancellation decoding; soft decoding; SCAN decoding
Pillet, C; Condo, C; Bioglio, V
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1889032
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