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Parallel Implementation of the CCSDS Turbo Decoder on GPU
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作者 Liu Zhanxian Liu Rongke +3 位作者 Zhang Haijun Wang Ning Sun Lei Wang Jianquan 《China Communications》 SCIE CSCD 2024年第10期70-77,共8页
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
关键词 CCSDS CUDA GPU parallel decoding turbo codes
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一种MFSK信号的软解调Turbo译码算法
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作者 梁立林 《通信技术》 2024年第3期251-254,共4页
为了提高短波通信中多进制频移键控(Multiple Frequency Shift Keying,MFSK)信号的传输性能,提出了一种适用于MFSK信号的软解调Turbo译码算法。利用快速傅里叶变换(Fast Fourier Transform,FFT)计算MFSK调制频率对应的信号幅值,并结合... 为了提高短波通信中多进制频移键控(Multiple Frequency Shift Keying,MFSK)信号的传输性能,提出了一种适用于MFSK信号的软解调Turbo译码算法。利用快速傅里叶变换(Fast Fourier Transform,FFT)计算MFSK调制频率对应的信号幅值,并结合增强型Turbo码结构,编码时将MFSK信号调制频率与Turbo编码状态形成映射关系,译码时利用软解调信号幅值直接计算对数分支度量,减少了比特似然信息计算的误差。仿真结果表明,相比于常规软比特解调译码算法,所提算法提高了MFSK信号软解调Turbo译码算法的误比特率(Bit Error Rate,BER)性能。 展开更多
关键词 FFT MFSK 软解调 turbo BER
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一种改进的Turbo codes译码方法 被引量:5
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作者 郭立 徐雯 刘昌进 《计算机工程与应用》 CSCD 北大核心 2003年第5期108-109,113,共3页
Turbo码是一种目前研究比较多的纠错码,译码端采用了基于软判决信息输入/输出的反馈迭代结构,译码的迭代是其具有优越纠错性能的关键,也是造成其时延的问题所在,该文提出一种自适应选择迭代次数的方法,实验表明该方法能够在译码结果收... Turbo码是一种目前研究比较多的纠错码,译码端采用了基于软判决信息输入/输出的反馈迭代结构,译码的迭代是其具有优越纠错性能的关键,也是造成其时延的问题所在,该文提出一种自适应选择迭代次数的方法,实验表明该方法能够在译码结果收敛时自动停止迭代,避免大量无谓的计算,同时保证译码的准确性。 展开更多
关键词 turbo codes译码方法 turbo MAP算法 迭代译码 信息论 信道编码
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基于SPIHT图象压缩编码的Turbo codes编码 被引量:7
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作者 徐雯 郭立 刘昌进 《中国科学技术大学学报》 CAS CSCD 北大核心 2002年第2期202-209,共8页
针对信源与信道编码的特点 ,提出了结合SPIHT(setpartitioninginhierarchicaltrees)算法和改进的TurboCodes的信源与信道联合编码方案 .这一方案充分考虑了SPIHT算法和TurboCodes的特性 ,根据信源编码后数据在重建时的重要程度 ,进行不... 针对信源与信道编码的特点 ,提出了结合SPIHT(setpartitioninginhierarchicaltrees)算法和改进的TurboCodes的信源与信道联合编码方案 .这一方案充分考虑了SPIHT算法和TurboCodes的特性 ,根据信源编码后数据在重建时的重要程度 ,进行不同等纠错保护的信道编码 .实验表明 ,论文的方法能够使误码率与码长达到一个较好的平衡 。 展开更多
关键词 SPIHT 图象压缩编码 turbo codes编码 turbo 联合编码 不同等差错保护 信源编码 信道编码 纠错编码
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Turbo Code Simulation in W-CDMA System 被引量:2
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作者 蒋朱成 尤肖虎 《Journal of Southeast University(English Edition)》 EI CAS 2000年第2期20-25,共6页
Turbo code has drawn more and more attractions for high data rate transmission these years especially in W CDMA and CDMA2000 of the third generation mobile communications systems. In this paper, the simulation perfor... Turbo code has drawn more and more attractions for high data rate transmission these years especially in W CDMA and CDMA2000 of the third generation mobile communications systems. In this paper, the simulation performance of turbo code under Rayleigh fading channel and additive white Gaussian channels are depicted. Comparison with the performance of convolutional code are made respect to different parameters, such as pilot length, interleaver size, frame length, mobile velocity and data rate, etc. Faithful results are drawn out. 展开更多
关键词 W CDMA error correcting code turbo code PILOT
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慢衰落信道分集的性能极限与turbo-code的应用
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作者 周世东 梅顺良 姚彦 《通信学报》 EI CSCD 北大核心 1998年第4期18-22,共5页
本文针对移动通信中常见的慢衰落下有效分集数有限的特点,给出了这种信道的性能理论极限的新定义,并分析了常见的高斯信号和MPSK信号在这种信道中的极限性能。讨论了tur-bo-code应用于这种信道的方法,仿真结果表明,... 本文针对移动通信中常见的慢衰落下有效分集数有限的特点,给出了这种信道的性能理论极限的新定义,并分析了常见的高斯信号和MPSK信号在这种信道中的极限性能。讨论了tur-bo-code应用于这种信道的方法,仿真结果表明,turbo-code在这种信道中可以获得接近极限的性能。 展开更多
关键词 慢衰落 分集 turbo-code 信道编码
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Turbo Codes的抗远近效应性能分析 被引量:1
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作者 吴灏 何翔 +1 位作者 宋文涛 罗汉文 《电讯技术》 北大核心 1998年第6期28-30,58,共4页
一种崭新的信道编码技术TurboCodes(TC)以其优越的纠错性能很快在通信领域得到实际应用。本文讨论了这一技术在CDMA系统中的应用。由于采用了这种前向差错控制(FEC)信道编码技术,使得CDMA系统具有了较好的... 一种崭新的信道编码技术TurboCodes(TC)以其优越的纠错性能很快在通信领域得到实际应用。本文讨论了这一技术在CDMA系统中的应用。由于采用了这种前向差错控制(FEC)信道编码技术,使得CDMA系统具有了较好的抗远近效应性能。 展开更多
关键词 turbo codeS FEC信道编码 远近效应 CDMA
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VDE-TER信道中基于先验修正因子的Turbo码译码改进算法
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作者 胡青 赵晨淞 《电子测量技术》 北大核心 2023年第13期73-79,共7页
甚高频数据交换系统是国际海事组织主导e-航海战略中的主要通信方式之一。其中,VDE-TER业务根据物理信道特性划分了多种业务逻辑信道。为保证VDE-TER信道传输质量前提下提升数据传输效率,本文在深入分析VDE-TER不同业务逻辑信道下Turbo... 甚高频数据交换系统是国际海事组织主导e-航海战略中的主要通信方式之一。其中,VDE-TER业务根据物理信道特性划分了多种业务逻辑信道。为保证VDE-TER信道传输质量前提下提升数据传输效率,本文在深入分析VDE-TER不同业务逻辑信道下Turbo编译码算法基础上,提出了一种基于先验修正因子的Max-Log-Map改进算法。该算法针对VDE-TER不同业务逻辑信道Turbo编码特性,通过仿真和实际物理信道大样本性能测试,实现了VDE-TER特定逻辑信道的最优修正因子值确定。结果表明,加入修正因子的译码算法与传统译码算法相比,性能提升0.6~0.8 dB增益,为高性能VDES产品研制奠定了理论技术基础。 展开更多
关键词 VDES turbo VDE-TER MAX-LOG-MAP算法
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ST Turbo TC与LT Code相结合的性能研究 被引量:2
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作者 金晓成 吴耀军 陈敏 《计算机与数字工程》 2008年第2期125-128,共4页
根据在3种不同内码情况下(ST Turbo TC,STTC,卷积码),LT code在慢瑞利衰弱信道中的性能比较,讨论不同内码对LT code性能的影响,说明ST Turbo TC与LTcode相结合后的优越性能。
关键词 空时 turbo网格编码 泉水码 无线通信
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Turbo-codes与卷积码在异步DS-CDMA中的性能比较
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作者 王敏 王贞松 +1 位作者 陈德荣 林家儒 《通信学报》 EI CSCD 北大核心 1999年第S1期43-48,共6页
本文讨论了turbo-codes在异步DS-CDMA系统中的应用。比较了码速率为R=1/2,约束长度为K=5,生成多项式为(37,21)的turbo-codes与R=1/3,K=9,生成多项式为(557,663,711)的卷积码在多径衰落信道下使用非相干M-ary正交调制时的性能。提出了一... 本文讨论了turbo-codes在异步DS-CDMA系统中的应用。比较了码速率为R=1/2,约束长度为K=5,生成多项式为(37,21)的turbo-codes与R=1/3,K=9,生成多项式为(557,663,711)的卷积码在多径衰落信道下使用非相干M-ary正交调制时的性能。提出了一种在CDMA系统中turbo-codes译码器如何计算分支转移概率的方法。结果表明如果整个系统使用相同扩频增益,则使用turbo-codes(与卷积码相比)可提高系统容量。 展开更多
关键词 异步DS-CDMA turbo-codes 卷积码
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3G移动通信系统中信道编码Turbo Decoder解码器实现简介 被引量:1
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作者 崔景城 汪志冰 《电子工程师》 2001年第4期23-26,共4页
介绍了在第三代移动通信系统中信道编解码使用的 Turbo- codes和 TurboDecoder解码器的原理算法和实现方案。
关键词 第三代移动通信 解码器 turbo 卷积码 信道编码
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Interleaver Design Method for Turbo Codes Based on Genetic Algorithm 被引量:2
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作者 TanYing SunHong ZhouHuai-bei 《Wuhan University Journal of Natural Sciences》 CAS 2004年第3期323-326,共4页
This paper describes a new interleaver construction technique for turbo code. The technique searches as much as possible pseudo-random interleaving patterns under a certain condition using genetic algorithms(GAs). The... This paper describes a new interleaver construction technique for turbo code. The technique searches as much as possible pseudo-random interleaving patterns under a certain condition using genetic algorithms(GAs). The new interleavers have the superiority of the S-random interleavers and this interleaver construction technique can reduce the time taken to generate pseudo-random interleaving patterns under a certain condition. The results obtained indicate that the new interleavers yield an equal to or better performance than the S-random interleavers. Compared to the S-random interleaver, this design requires a lower level of computational complexity. Key words interleaver - Turbo codes - genetic algorithm CLC number TN 911. 22 Foundation item: Supported by the National Natural Science Foundation of China (60372057) and the Key Open Laboratory on Information Science and Engineering of Railway Transportation Ministry of Beijing Jiaotong University of China (KLISAE-0103)Biography: Tan Ying (1963-), female, Associate professor, Ph. D, research direction: error control coding, analysis and design of wireless communication system. 展开更多
关键词 INTERLEAVER turbo codes genetic algorithm
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NEW ITERATIVE SUPER-TRELLIS DECODING WITH SOURCE A PRIORI INFORMATION FOR VLCS WITH TURBO CODES 被引量:3
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作者 Liu Jianjun Tu Guofang Wu Weiren 《Journal of Electronics(China)》 2007年第1期122-127,共6页
A novel Joint Source and Channel Decoding (JSCD) scheme for Variable Length Codes (VLCs) concatenated with turbo codes utilizing a new super-trellis decoding algorithm is presented in this letter. The basic idea of ou... A novel Joint Source and Channel Decoding (JSCD) scheme for Variable Length Codes (VLCs) concatenated with turbo codes utilizing a new super-trellis decoding algorithm is presented in this letter. The basic idea of our decoding algorithm is that source a priori information with the form of bit transition probabilities corresponding to the VLC tree can be derived directly from sub-state transitions in new composite-state represented super-trellis. A Maximum Likelihood (ML) decoding algorithm for VLC sequence estimations based on the proposed super-trellis is also described. Simu-lation results show that the new iterative decoding scheme can obtain obvious encoding gain especially for Reversible Variable Length Codes (RVLCs),when compared with the classical separated turbo decoding and the previous joint decoding not considering source statistical characteristics. 展开更多
关键词 Joint Source and Channel Decoding (JSCD) Variable Length codes (VLCs) turbo codes Super-trellis
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Performance analysis of Turbo-Codes in communication channels with impulsive noise 被引量:3
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作者 Li Chong Deng Weibo Duan Lingjie 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第1期27-31,共5页
Performance of Turbo-Codes in communication channels with impulsive noise is analyzed. First, mathematical model of impulsive noise is presented because it has non-Gaussian nature and is found in many wireless channel... Performance of Turbo-Codes in communication channels with impulsive noise is analyzed. First, mathematical model of impulsive noise is presented because it has non-Gaussian nature and is found in many wireless channels due to impulsive phenomena of radio-frequency interference. Then, with linear Log-MAP decoding algorithm for its low complexity, Turbo-Codes are adopted and analyzed in such communication channels. To confirm the performance of the proposed method, simulations on both static and fully interleaved flat Rayleigh fading channels with impulsive noise have been carried out. It is shown that Turbo-Codes have a better performance than the conventional methods (e.g. convolutionally coded system). 展开更多
关键词 turbo-codes impulsive noise LOG-MAP Gaussian mixture distribution universal nobile telecommu-nications system.
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An Improved S-Random Interleaver Design for Turbo Code Based on Chaos Model 被引量:1
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作者 XIAO Dongliang SHI Hongling +1 位作者 SUN Hong JIAO Bingli 《Wuhan University Journal of Natural Sciences》 CAS 2006年第3期611-616,共6页
A new method to design interleaver based on Henon chaos model is presented. The designed interleaver is with rather random behavior. Experimental results show that the proposed S-henon interleaver make a magnitude of ... A new method to design interleaver based on Henon chaos model is presented. The designed interleaver is with rather random behavior. Experimental results show that the proposed S-henon interleaver make a magnitude of im provement in bit error rate (BER) performance by 0.4 dB compared with the S-random interleaver for AWGN channel respectively. The S-henon interleaver may be adapted to 3G mobile communication systems. 展开更多
关键词 turbo codes CHAOS INTERLEAVER Henon map
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DIFFERENTIAL AMPLITUDE PHASE SHIFT KEYING: A NEW MODULATION METHOD FOR TURBO CODE IN DIGITAL RADIO BROADCASTING 被引量:2
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作者 Khalid H. Sayhood Wu Lenan (Radio Engineering Department, Southeast University, Nanjing 210096) 《Journal of Electronics(China)》 2003年第2期86-96,共11页
The multilevel modulation techniques nf M-Differential Amplitude Phase Shift Keying (DAPSK) have been proposed in combination with Turbo code scheme for digital radio broadcasting bands below 30 MHz radio channel. Com... The multilevel modulation techniques nf M-Differential Amplitude Phase Shift Keying (DAPSK) have been proposed in combination with Turbo code scheme for digital radio broadcasting bands below 30 MHz radio channel. Comparison of this modulation method with channel coding in an Additive White Gaussian Noise (AWGN) and multi-path fading channels has been presented. The analysis provides an iterative decoding of the Turbo code. 展开更多
关键词 DAPSK system turbo code Digital radio broadcasting
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Optimization of Mapping Rule of Bit-Interleaved Turbo Coded Modulation with 16QAM 被引量:1
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作者 费泽松 杨宇 +1 位作者 刘林南 匡镜明 《Journal of Beijing Institute of Technology》 EI CAS 2005年第1期18-21,共4页
Optimization of mapping rule of bit-interleaved Turbo coded modulation with 16 quadrature amplitude modulation (QAM) is investigated based on different impacts of various encoded bits sequence on Turbo decoding perfor... Optimization of mapping rule of bit-interleaved Turbo coded modulation with 16 quadrature amplitude modulation (QAM) is investigated based on different impacts of various encoded bits sequence on Turbo decoding performance. Furthermore, bit-interleaved in-phase and quadrature phase (I-Q) Turbo coded modulation scheme are designed similarly with I-Q trellis coded modulation (TCM). Through performance evaluation and analysis, it can be seen that the novel mapping rule outperforms traditional one and the I-Q Turbo coded modulation can not achieve good performance as expected. Therefore, there is not obvious advantage in using I-Q method in bit-interleaved Turbo coded modulation. 展开更多
关键词 binary turbo coded modulation quadrature amplitude modulation (QAM) mapping rule in-phase and quadrature (I-Q) coded modulation
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Improving the BER performance of turbo codes with short frame size based on union bound 被引量:1
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作者 邵霞 Li Ping Zhang Weidang 《High Technology Letters》 EI CAS 2015年第3期309-314,共6页
timizing the formula, the energy for every bit of the codeword is optimized to achieve the minimum BER at high SNR region. At last, an adjustable parameter is employed to compensate the degrada- tions of BER at low an... timizing the formula, the energy for every bit of the codeword is optimized to achieve the minimum BER at high SNR region. At last, an adjustable parameter is employed to compensate the degrada- tions of BER at low and moderate SNR regions. Case studies indicate that the improvements of BER for turbo codes with short frame size are significant at a wide range of SNR 展开更多
关键词 channel coding bit error rate (BER) energy allocation turbo code
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基于多核CPU的DVB-RCS2并行Turbo译码方法 被引量:1
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作者 翟绪论 张永光 +2 位作者 靳安钊 强薇 李梦冰 《计算机科学》 CSCD 北大核心 2023年第6期22-28,共7页
DVB-RCS2在卫星广播、海事卫星通信、军事卫星通信等领域有着广泛应用,而无论是通信还是军事侦察都需要大吞吐量高速译码。多核CPU算力不断提升以及软件无线电SDR平台的广泛应用,使得基于多核CPU的并行译码成为一种灵活高效的应用方式... DVB-RCS2在卫星广播、海事卫星通信、军事卫星通信等领域有着广泛应用,而无论是通信还是军事侦察都需要大吞吐量高速译码。多核CPU算力不断提升以及软件无线电SDR平台的广泛应用,使得基于多核CPU的并行译码成为一种灵活高效的应用方式。为了满足其中双二元Turbo码大吞吐量软件译码的需求,提出了一种基于多核CPU的高速并行软件译码方案。首先对比分析了双二元Turbo码与传统二进制Turbo码的计算复杂度;然后重点对并行计算过程中的内存占用和采用8比特位宽整型数据时的输入量化方法进行了分析和优化,设计了基于多核CPU并行译码的实现方案;最后在Intel 12核CPU上使用SSE并行指令集实现了大于169 Mbps的译码吞吐率,且纠错性能较浮点运算损失小于0.1 dB。通过与现有GPU译码方案对比,说明了所提方案在译码效率和能耗方面的优势,其在高速卫星接收机中具有极高的应用价值。 展开更多
关键词 DVB-RCS2 双二元turbo 多核CPU SIMD并行计算 高速译码
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Henon CSK Secure Communication System Using Chaotic Turbo Codes 被引量:1
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作者 周小林 Song +4 位作者 Wentao Liu Jianbo Luo Hanwen 《High Technology Letters》 EI CAS 2002年第3期48-51,共4页
In this paper, the authors design a novel chaotic secure communication system, which has high security and good error correcting capability. Firstly, the Henon Chaos Shift Keying (CSK) modulation block is presented. S... In this paper, the authors design a novel chaotic secure communication system, which has high security and good error correcting capability. Firstly, the Henon Chaos Shift Keying (CSK) modulation block is presented. Secondly, chaotic turbo encoder/decoder (hard decision) is introduced. Thirdly, this chaotic secure communication system, which comprises the Henon CSK modulation block and chaotic turbo encoder in a serially concatenated form, is shown. Furthermore, a novel two step encryption scheme is proposed, which is based on the chaotic turbo encoded Henon CSK secure communication system. 展开更多
关键词 chaotic secure communication Henon CSK modulation/demodulation chaotic turbo codes
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