Efficient bit-channel reliability computation for multi-mode polar code encoders and decoders

C. Condo, Seyyed Ali Hashemi, W. Gross
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引用次数: 8

Abstract

Polar codes are a family of capacity-achieving error-correcting codes, and they have been selected as part of the next generation wireless communication standard. Each polar code bit-channel is assigned a reliability value, used to determine which bits transmit information and which parity. Relative reliabilities need to be known by both encoders and decoders: in case of multi-mode systems, where multiple code lengths and code rates are supported, the storage of relative reliabilities can lead to high implementation complexity. In this work, we observe patterns among code reliabilities, and propose an approximate computation technique to easily represent the reliabilities of multiple codes, through a limited set of variables and update rules. The proposed method allows to tune the trade-off between reliability accuracy and implementation complexity. An approximate computation architecture for encoders and decoders is designed and implemented, showing 50.7% less area occupation than storage-based solutions, with less than 0.05 dB error correction performance degradation. Used within a standard SCL decoder, the proposed architecture results in up to 17.0% less area occupation.
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多模极化码编码器和解码器的有效位信道可靠性计算
Polar码是一组实现容量的纠错码,它们已被选为下一代无线通信标准的一部分。每个极性码位通道被分配一个可靠性值,用于确定哪些位传输信息和哪些奇偶校验。编码器和解码器都需要知道相对可靠性:在多模式系统中,支持多种码长和码率,相对可靠性的存储可能导致较高的实现复杂性。在这项工作中,我们观察了代码可靠性之间的模式,并提出了一种近似计算技术,可以通过有限的变量集和更新规则轻松表示多个代码的可靠性。所提出的方法可以在可靠性、准确性和实现复杂性之间进行权衡。设计并实现了一种编码器和解码器的近似计算架构,其占用面积比基于存储的解决方案减少50.7%,纠错性能下降小于0.05 dB。在标准SCL解码器中使用,所提出的架构可减少高达17.0%的面积占用。
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