Abstract
Due to the low-latency and high-reliability requirements of 5G, low-complexity node-based successive cancellation list (SCL) decoding has received considerable attention for use in 5G communications systems. By identifying special constituent codes in the decoding tree and immediately decoding these, node-based SCL decoding provides a significant reduction in decoding latency compared to conventional SCL decoding. However, while there exists many types of nodes, the current node-based SCL decoders are limited by the lack of a more generalized node that can efficiently decode a larger number of different constituent codes to further reduce the decoding time. In this paper, we extend a recent generalized node, the sequence repetition (SR) node, to SCL decoding, and describe the first implementation of an SR-List decoder. By merging certain SR-List decoding operations and applying various optimizations for 5G New Radio (NR) polar codes, our optimized SR-List decoding algorithm increases the throughput by almost 2 × compared to a similar state-of-the-art node-based SCL decoder. We also present our hardware implementation of the optimized SR-List decoding algorithm which supports all 5G NR polar codes. Synthesis results show that our SR-List decoder can achieve a 2.94 Gbps throughput and 6.70 Gbps/mm2 area efficiency for L=8.
| Original language | English |
|---|---|
| Pages (from-to) | 5592-5607 |
| Number of pages | 16 |
| Journal | IEEE Transactions on Signal Processing |
| Volume | 70 |
| DOIs | |
| Publication status | Published - 2022 |
Keywords
- 5G mobile communication
- 5G NR
- Codes
- Decoding
- Hardware
- hardware implementation
- list decoding
- low-latency
- Maximum likelihood decoding
- node-based SCL
- polar codes
- Polar codes
- sequence repetition (SR)
- successive cancellation decoding
- Throughput
- wireless communications
Fingerprint
Dive into the research topics of 'A Sequence Repetition Node-Based Successive Cancellation List Decoder for 5G Polar Codes: Algorithm and Implementation'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver