This paper presents a software turbo decoder on graphics processing units(GPU).Unlike previous works,the proposed decoding architecture for turbo codes mainly focuses on the Consultative Committee for Space Data Syste...This paper presents a software turbo decoder on graphics processing units(GPU).Unlike previous works,the proposed decoding architecture for turbo codes mainly focuses on the Consultative Committee for Space Data Systems(CCSDS)standard.However,the information frame lengths of the CCSDS turbo codes are not suitable for flexible sub-frame parallelism design.To mitigate this issue,we propose a padding method that inserts several bits before the information frame header.To obtain low-latency performance and high resource utilization,two-level intra-frame parallelisms and an efficient data structure are considered.The presented Max-Log-Map decoder can be adopted to decode the Long Term Evolution(LTE)turbo codes with only small modifications.The proposed CCSDS turbo decoder at 10 iterations on NVIDIA RTX3070 achieves about 150 Mbps and 50Mbps throughputs for the code rates 1/6 and 1/2,respectively.展开更多
从理论研究和仿真分析两方面对type III HARQ在无线信道环境下的性能进行了深入研究,并与其它两种HARQ方案的性能进行了分析对比。应用更新理论,得出了type I HARQ和type II HARQ 方案分别在AWGN和Rayleigh衰落信道下吞吐量的闭式解,对...从理论研究和仿真分析两方面对type III HARQ在无线信道环境下的性能进行了深入研究,并与其它两种HARQ方案的性能进行了分析对比。应用更新理论,得出了type I HARQ和type II HARQ 方案分别在AWGN和Rayleigh衰落信道下吞吐量的闭式解,对于type III HARQ虽无闭式的解,但给出了积分形式的解。此外,采用Turbo码为前向纠错码,对三种HARQ分别在AWGN和Rayleigh衰落信道条件下的吞吐量和残余FER等性能做了仿真。结果显示,对于任意的BF信道,包括AWGN信道,type III HARQ的性能总是比type II HARQ好,而type II HARQ总比type I HARQ好。而且,type III HARQ的优越性在Rayleigh衰落信道下更加突出。展开更多
基金supported by the Fundamental Research Funds for the Central Universities(FRF-TP20-062A1)Guangdong Basic and Applied Basic Research Foundation(2021A1515110070)。
文摘This paper presents a software turbo decoder on graphics processing units(GPU).Unlike previous works,the proposed decoding architecture for turbo codes mainly focuses on the Consultative Committee for Space Data Systems(CCSDS)standard.However,the information frame lengths of the CCSDS turbo codes are not suitable for flexible sub-frame parallelism design.To mitigate this issue,we propose a padding method that inserts several bits before the information frame header.To obtain low-latency performance and high resource utilization,two-level intra-frame parallelisms and an efficient data structure are considered.The presented Max-Log-Map decoder can be adopted to decode the Long Term Evolution(LTE)turbo codes with only small modifications.The proposed CCSDS turbo decoder at 10 iterations on NVIDIA RTX3070 achieves about 150 Mbps and 50Mbps throughputs for the code rates 1/6 and 1/2,respectively.
文摘从理论研究和仿真分析两方面对type III HARQ在无线信道环境下的性能进行了深入研究,并与其它两种HARQ方案的性能进行了分析对比。应用更新理论,得出了type I HARQ和type II HARQ 方案分别在AWGN和Rayleigh衰落信道下吞吐量的闭式解,对于type III HARQ虽无闭式的解,但给出了积分形式的解。此外,采用Turbo码为前向纠错码,对三种HARQ分别在AWGN和Rayleigh衰落信道条件下的吞吐量和残余FER等性能做了仿真。结果显示,对于任意的BF信道,包括AWGN信道,type III HARQ的性能总是比type II HARQ好,而type II HARQ总比type I HARQ好。而且,type III HARQ的优越性在Rayleigh衰落信道下更加突出。
