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| Main Authors: | , |
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| Format: | Preprint |
| Published: |
2025
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2501.04328 |
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| _version_ | 1866912179839565824 |
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| author | Xue, Jiajie Kurkoski, Brian M. |
| author_facet | Xue, Jiajie Kurkoski, Brian M. |
| contents | A genie-aided decoder for finite dimensional lattice codes is considered. The decoder may exhaustively search through all possible scaling factors $α\in \mathbb{R}$. We show that this decoder can achieve lower word error rate (WER) than the one-shot decoder using $α_{MMSE}$ as a scaling factor. A lower bound on the WER for the decoder is found by considering the covering sphere of the lattice Voronoi region. The proposed decoder and the bound are valid for both power-constrained lattice codes and lattices. If the genie is applied at the decoder, E8 lattice code has 0.5 dB gain and BW16 lattice code has 0.4 dB gain at WER of $10^{-4}$ compared with the one-shot decoder using $α_{MMSE}$. A method for estimating the WER of the decoder is provided by considering the effective sphere of the lattice Voronoi region, which shows an accurate estimate for E8 and BW16 lattice codes. In the case of per-dimension power $P \rightarrow \infty$, an asymptotic expression of the bound is given in a closed form. A practical implementation of a simplified decoder is given by considering CRC-embedded $n=128$ polar code lattice. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2501_04328 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Lower Bound on the Error Rate of Genie-Aided Lattice Decoding Xue, Jiajie Kurkoski, Brian M. Information Theory A genie-aided decoder for finite dimensional lattice codes is considered. The decoder may exhaustively search through all possible scaling factors $α\in \mathbb{R}$. We show that this decoder can achieve lower word error rate (WER) than the one-shot decoder using $α_{MMSE}$ as a scaling factor. A lower bound on the WER for the decoder is found by considering the covering sphere of the lattice Voronoi region. The proposed decoder and the bound are valid for both power-constrained lattice codes and lattices. If the genie is applied at the decoder, E8 lattice code has 0.5 dB gain and BW16 lattice code has 0.4 dB gain at WER of $10^{-4}$ compared with the one-shot decoder using $α_{MMSE}$. A method for estimating the WER of the decoder is provided by considering the effective sphere of the lattice Voronoi region, which shows an accurate estimate for E8 and BW16 lattice codes. In the case of per-dimension power $P \rightarrow \infty$, an asymptotic expression of the bound is given in a closed form. A practical implementation of a simplified decoder is given by considering CRC-embedded $n=128$ polar code lattice. |
| title | Lower Bound on the Error Rate of Genie-Aided Lattice Decoding |
| topic | Information Theory |
| url | https://arxiv.org/abs/2501.04328 |