Next-Gen Decoding: Non-Binary LDPC Algorithms for Emerging Power Line and Visible Light Communications
Non-Binary Low-Density Parity-Check (LDPC) codes have gained significant attention due to their remarkable error correction capabilities in various communication systems. Decoding algorithms play a pivotal role in realizing the potential of non-binary LDPC codes. This paper provides a comprehensive...
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| Language: | English |
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IEEE
2025-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/11029013/ |
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| author | Waheed Ullah Fengfan Yang Kwonhue Choi Dushantha Nalin K. Jayakody |
| author_facet | Waheed Ullah Fengfan Yang Kwonhue Choi Dushantha Nalin K. Jayakody |
| author_sort | Waheed Ullah |
| collection | DOAJ |
| description | Non-Binary Low-Density Parity-Check (LDPC) codes have gained significant attention due to their remarkable error correction capabilities in various communication systems. Decoding algorithms play a pivotal role in realizing the potential of non-binary LDPC codes. This paper provides a comprehensive review and analysis of non-binary LDPC decoding algorithms, focusing on their efficiency, complexity, and performance. Furthermore, recent advancements and innovations in non-binary LDPC decoding algorithms are discussed, such as improved message passing strategies, layered decoding techniques, and adaptive algorithms. The review also highlights challenges and open research directions in non-binary LDPC decoding, such as mitigating error floors, reducing decoding complexity, and integrating with emerging communication technologies. Finally, the paper draws conclusions on the current state of non-binary LDPC decoding algorithms, underscoring their promising applications in wireless communication, visible light communication (VLC), and power line communication (PLC). Simulation results demonstrate a marked improvement in bit error rate performance for both VLC and PLC systems, highlighting the practical potential of these advanced decoding techniques. |
| format | Article |
| id | doaj-art-19cf29b71e614caeb6049febdb731287 |
| institution | DOAJ |
| issn | 2169-3536 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-19cf29b71e614caeb6049febdb7312872025-08-20T03:21:26ZengIEEEIEEE Access2169-35362025-01-011310122410124510.1109/ACCESS.2025.357815111029013Next-Gen Decoding: Non-Binary LDPC Algorithms for Emerging Power Line and Visible Light CommunicationsWaheed Ullah0https://orcid.org/0000-0001-5912-0101Fengfan Yang1Kwonhue Choi2https://orcid.org/0000-0002-1755-0186Dushantha Nalin K. Jayakody3School of Electrical and Information Engineering, University of the Witwatersrand, Johannesburg, South AfricaCollege of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, ChinaSchool of Computer Science and Engineering, Yeungnam University, Gyeongsan, South KoreaCOPELABS, Lusófona University, Lisbon, PortugalNon-Binary Low-Density Parity-Check (LDPC) codes have gained significant attention due to their remarkable error correction capabilities in various communication systems. Decoding algorithms play a pivotal role in realizing the potential of non-binary LDPC codes. This paper provides a comprehensive review and analysis of non-binary LDPC decoding algorithms, focusing on their efficiency, complexity, and performance. Furthermore, recent advancements and innovations in non-binary LDPC decoding algorithms are discussed, such as improved message passing strategies, layered decoding techniques, and adaptive algorithms. The review also highlights challenges and open research directions in non-binary LDPC decoding, such as mitigating error floors, reducing decoding complexity, and integrating with emerging communication technologies. Finally, the paper draws conclusions on the current state of non-binary LDPC decoding algorithms, underscoring their promising applications in wireless communication, visible light communication (VLC), and power line communication (PLC). Simulation results demonstrate a marked improvement in bit error rate performance for both VLC and PLC systems, highlighting the practical potential of these advanced decoding techniques.https://ieeexplore.ieee.org/document/11029013/VLCnon-binanry LDPC decodingdecoding algorithmschannel codingPLClayered decoding |
| spellingShingle | Waheed Ullah Fengfan Yang Kwonhue Choi Dushantha Nalin K. Jayakody Next-Gen Decoding: Non-Binary LDPC Algorithms for Emerging Power Line and Visible Light Communications IEEE Access VLC non-binanry LDPC decoding decoding algorithms channel coding PLC layered decoding |
| title | Next-Gen Decoding: Non-Binary LDPC Algorithms for Emerging Power Line and Visible Light Communications |
| title_full | Next-Gen Decoding: Non-Binary LDPC Algorithms for Emerging Power Line and Visible Light Communications |
| title_fullStr | Next-Gen Decoding: Non-Binary LDPC Algorithms for Emerging Power Line and Visible Light Communications |
| title_full_unstemmed | Next-Gen Decoding: Non-Binary LDPC Algorithms for Emerging Power Line and Visible Light Communications |
| title_short | Next-Gen Decoding: Non-Binary LDPC Algorithms for Emerging Power Line and Visible Light Communications |
| title_sort | next gen decoding non binary ldpc algorithms for emerging power line and visible light communications |
| topic | VLC non-binanry LDPC decoding decoding algorithms channel coding PLC layered decoding |
| url | https://ieeexplore.ieee.org/document/11029013/ |
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