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- W4386076962 abstract "When the code length tends to infinity, polar codes have been proved to achieve the rate-distortion bounds of binary and Gaussian sources. However, the ideal conditions cannot be achieved in reality. In this paper, we propose a source coding scheme for binary sources based on polar codes, which has good performance for short-codes. As for Gaussian sources, a low-complexity source coding algorithm is proposed. In this scheme, we combine the characteristics of source polar coding with variable code rate and design a quantization algorithm suitable for Gaussian sources, which makes the system has lower complexity compared to the existing continuous source lossy compression system, and maintains good compression performance." @default.
- W4386076962 created "2023-08-23" @default.
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- W4386076962 date "2023-05-01" @default.
- W4386076962 modified "2023-09-27" @default.
- W4386076962 title "Low Complexity Lossy Compression Using Polar Codes" @default.
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- W4386076962 doi "https://doi.org/10.1109/jcice59059.2023.00017" @default.
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