Probabilistic Shaping Using 5G New Radio Polar Codes
An extension to the 5G New Radio polar coding chain is proposed by introducing a shaping encoder prior to the polar encoder that improves the performance with higher order modulation via probabilistic shaping. The method is based on attaching shaping bits to the data bits that force the resulting ch...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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IEEE
2019-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8636931/ |
| _version_ | 1818323693343866880 |
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| author | Onurcan Iscan Ronald Bohnke Wen Xu |
| author_facet | Onurcan Iscan Ronald Bohnke Wen Xu |
| author_sort | Onurcan Iscan |
| collection | DOAJ |
| description | An extension to the 5G New Radio polar coding chain is proposed by introducing a shaping encoder prior to the polar encoder that improves the performance with higher order modulation via probabilistic shaping. The method is based on attaching shaping bits to the data bits that force the resulting channel input symbols (after rate matching, scrambling, and symbol mapping) to have a desired non-uniform distribution, such that a shaping gain is obtained. The shaping encoder is realized by using a polar decoder so that no additional hardware is required. The extension does not change the structure of the existing blocks in the transmission chain but only modifies the input parameters. The required changes at the receiver are also very small and can be realized by simple operations without increasing the required computational power. The simulation results validate the performance improvements on the additive white Gaussian noise channels, which can be more than 1 dB for typical scenarios. |
| first_indexed | 2024-12-13T11:16:45Z |
| format | Article |
| id | doaj.art-910168adc88c45be840c5edde7fd2e60 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-13T11:16:45Z |
| publishDate | 2019-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-910168adc88c45be840c5edde7fd2e602022-12-21T23:48:37ZengIEEEIEEE Access2169-35362019-01-017225792258710.1109/ACCESS.2019.28981038636931Probabilistic Shaping Using 5G New Radio Polar CodesOnurcan Iscan0https://orcid.org/0000-0003-0073-9414Ronald Bohnke1Wen Xu2German Research Center, Huawei Technologies Düsseldorf GmbH, Munich, GermanyGerman Research Center, Huawei Technologies Düsseldorf GmbH, Munich, GermanyGerman Research Center, Huawei Technologies Düsseldorf GmbH, Munich, GermanyAn extension to the 5G New Radio polar coding chain is proposed by introducing a shaping encoder prior to the polar encoder that improves the performance with higher order modulation via probabilistic shaping. The method is based on attaching shaping bits to the data bits that force the resulting channel input symbols (after rate matching, scrambling, and symbol mapping) to have a desired non-uniform distribution, such that a shaping gain is obtained. The shaping encoder is realized by using a polar decoder so that no additional hardware is required. The extension does not change the structure of the existing blocks in the transmission chain but only modifies the input parameters. The required changes at the receiver are also very small and can be realized by simple operations without increasing the required computational power. The simulation results validate the performance improvements on the additive white Gaussian noise channels, which can be more than 1 dB for typical scenarios.https://ieeexplore.ieee.org/document/8636931/5G new radiocoded modulationpolar codingprobabilistic shaping |
| spellingShingle | Onurcan Iscan Ronald Bohnke Wen Xu Probabilistic Shaping Using 5G New Radio Polar Codes IEEE Access 5G new radio coded modulation polar coding probabilistic shaping |
| title | Probabilistic Shaping Using 5G New Radio Polar Codes |
| title_full | Probabilistic Shaping Using 5G New Radio Polar Codes |
| title_fullStr | Probabilistic Shaping Using 5G New Radio Polar Codes |
| title_full_unstemmed | Probabilistic Shaping Using 5G New Radio Polar Codes |
| title_short | Probabilistic Shaping Using 5G New Radio Polar Codes |
| title_sort | probabilistic shaping using 5g new radio polar codes |
| topic | 5G new radio coded modulation polar coding probabilistic shaping |
| url | https://ieeexplore.ieee.org/document/8636931/ |
| work_keys_str_mv | AT onurcaniscan probabilisticshapingusing5gnewradiopolarcodes AT ronaldbohnke probabilisticshapingusing5gnewradiopolarcodes AT wenxu probabilisticshapingusing5gnewradiopolarcodes |