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A NEW LABELING SEARCH ALGORITHM FOR BIT-INTERLEAVED CODED MODULATION WITH ITERATIVE DECODING
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作者 Zou Xuelan Feng Guangzeng 《Journal of Electronics(China)》 2008年第1期59-64,共6页
Bit-Interleaved Coded Modulation with Iterative Decoding (BICM-ID) is a bandwidth ef- ficient transmission, where the bit error rate is reduced through the iterative information exchange between the inner demapper and... Bit-Interleaved Coded Modulation with Iterative Decoding (BICM-ID) is a bandwidth ef- ficient transmission, where the bit error rate is reduced through the iterative information exchange between the inner demapper and the outer decoder. The choice of the symbol mapping is the crucial design parameter. This paper indicates that the Harmonic Mean of the Minimum Squared Euclidean (HMMSE) distance is the best criterion for the mapping design. Based on the design criterion of the HMMSE distance, a new search algorithm to find the optimized labeling maps for BICM-ID system is proposed. Numerical results and performance comparison show that the new labeling search method has a low complexity and outperforms other labeling schemes using other design criterion in BICM-ID system, therefore it is an optimized labeling method. 展开更多
关键词 Symbol labeling bit-interleaved coded modulation (BICM) Iterative decoding (ID) Harmonic Mean of the Minimum Squared Euclidean (HMMSE) distance
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Achievable secrecy rate of bit-interleaved coded modulation schemes
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作者 Weichen XIANG Stéphane Le Goff Zhiguo DING 《Journal of Modern Transportation》 2012年第4期243-248,共6页
We study the impact of various modulation mapping strategies and signal constellation shapes on the se- crecy rates achievable with bit-interleaved coded modulation (BICM) schemes. Transmission over an ergodic Rayle... We study the impact of various modulation mapping strategies and signal constellation shapes on the se- crecy rates achievable with bit-interleaved coded modulation (BICM) schemes. Transmission over an ergodic Rayleigh fading channel is assumed throughout this work. Various constellations and mapping techniques are considered in this work to maximize the capacity difference between the main channel and the eavesdropper channel, rather than to opti- mize the capacity of both channels. We show that in terms of achievable secrecy rate, Gray and Quasi-Gray mappings only perform Well at low SNR but outperformed by other mapping techniques when SNR increases. The proper design of signal mapping can significantly enhance the achievable secrecy rate in BICM schemes. It is indicated that the key parameter to the secrecy rate of a BICM system is the distance spectrum of Euclidean distances for mappings. 展开更多
关键词 secrecy capacity MAPPING ergodic fading channel bit-interleaved coded modulation
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Study on the Optimized Demodulation and Decoding of the BICM-ID system coded with LDPC
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《International English Education Research》 2013年第12期141-144,共4页
The demodulation and decoding solution commonly used in the bit interleaving code modulation and the LDPC coded demodulation and decoding system of the iterative decoding (BICM-ID) is to report the soft information ... The demodulation and decoding solution commonly used in the bit interleaving code modulation and the LDPC coded demodulation and decoding system of the iterative decoding (BICM-ID) is to report the soft information output from the decoder of the receiver to the demodulator as priori information for completing the decoding. However, this will give rise to the reduction of the minimum Euclidean distances between codes, so that the performances of the system decline under non-fading Gaussian channel. According to this problem, an optimized iterative demodulation decoding solution is proposed and also is analyzed using simulation. The result shows that this solution can improve the demodulation and decoding performances of LDPC coded modulation and demodulation system. 展开更多
关键词 Low-density Parity Check Code bit Interleaving Code modulation Iterative Demodulation and decoding
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Iterative Demodulation and Decoding Scheme with 16 QAM
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作者 刘林南 匡镜明 +1 位作者 李鸣 费泽松 《Journal of Beijing Institute of Technology》 EI CAS 2006年第3期311-315,共5页
Iterative demodulation and decoding scheme is analyzed and modulation labeling is considered to be one of the crucial factors to this scheme. By analyzing the existent mapping design criterion, four aspects are found ... Iterative demodulation and decoding scheme is analyzed and modulation labeling is considered to be one of the crucial factors to this scheme. By analyzing the existent mapping design criterion, four aspects are found as the key techniques for choosing a label mapping. Based on this discovery, a novel mapping design criteflon is proposed and two label mappings are searched according to it. Simulation results show that the performance of BICM-ID using the novel mappings is better than the former ones. The extrinsic information transfer (EXIT) chart is introduced and it is used to evaluate the proposed mapping design criteria. 展开更多
关键词 bit-interleaved coded modulation with iterative decoding (BICM-ID) 16 quadrature amplitude modulation (16QAM) design criteria extrinsic information
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Realtime robust speech communication based on iterative joint source-channel decoding and demodulation algorithm for MELP vocoder
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作者 彭坦 Cui Huijuan Tang Kun 《High Technology Letters》 EI CAS 2010年第2期111-116,共6页
Realtime speech communications require high efficient compression algorithms to encode speech signals. As the compressed speech parameters are highly sensitive to transmission errors, robust source and channel decodin... Realtime speech communications require high efficient compression algorithms to encode speech signals. As the compressed speech parameters are highly sensitive to transmission errors, robust source and channel decoding and demodulation schemes are both important and of practical use. In this paper, an it- erative joint souree-channel decoding and demodulation algorithm is proposed for mixed excited linear pre- diction (MELP) vocoder by both exploiting the residual redundancy and passing soft information through- out the receiver while introducing systematic global iteration process to further enhance the performance. Being fully compatible with existing transmitter structure, the proposed algorithm does not introduce addi- tional bandwidth expansion and transmission delay. Simulations show substantial error correcting perfor- mance and synthesized speech quality improvement over conventional separate designed systems in delay and bandwidth constraint channels by using the joint source-channel decoding and demodulation (JSCCM) algorithm. 展开更多
关键词 speech coding joint souree-channel coding and modulation (JSCCM) iterative decoding
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面向6G的多级编码调制技术
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作者 魏岳军 陈春锜 夏斌 《移动通信》 2025年第2期19-25,共7页
6G移动通信对高数据速率的需求推动了更高效的编码调制技术的发展。多级编码调制通过将数据分层并使用不同的编码和调制策略,能够有效降低编解码复杂度、提升频谱效率并增强系统的适应性和灵活性。简要介绍了5G通信系统中比特交织编码... 6G移动通信对高数据速率的需求推动了更高效的编码调制技术的发展。多级编码调制通过将数据分层并使用不同的编码和调制策略,能够有效降低编解码复杂度、提升频谱效率并增强系统的适应性和灵活性。简要介绍了5G通信系统中比特交织编码调制流程和优缺点。详细介绍了多级编码调制的基本原理、分层设计、发送和接收机制,以及基于多级编码调制的自适应重传方案。仿真表明,相比传统的比特交织编码调制,多级编码调制在高阶调制、高码率场景下能显著降低信道编解码的负荷,从而降低编解码的功耗。最后,结合研究现状,探讨了多级编码调制在未来6G通信系统中的潜力和面临的挑战。 展开更多
关键词 6G 比特交织编码调制 多级编码调制 混合自动重传请求
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深度迭代译码算法在网页登录校验码设计中的应用
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作者 阿依吐拉·艾合买提 赵丽 牙合甫·克力木 《微型电脑应用》 2025年第1期276-280,共5页
为了降低校验码译码误比特率,保障网页安全登录,提出基于深度迭代译码算法的网页登录校验码方法。分析文本类和图片类网页登录校验码的设计原理,并针对BP类迭代译码算法通过计算变量节点和校验节点的校验通过率,初始化Tanner图的边信息... 为了降低校验码译码误比特率,保障网页安全登录,提出基于深度迭代译码算法的网页登录校验码方法。分析文本类和图片类网页登录校验码的设计原理,并针对BP类迭代译码算法通过计算变量节点和校验节点的校验通过率,初始化Tanner图的边信息,经迭代对数域后输出比特估计的硬判决,实现校验码译码工作时存在的由于持续性错误消息传播所导致的译码收敛速度降低问题。提出低密度奇偶校验码译码的深度学习强化算法,将迭代译码中Tanner图的边信息作为全连接深度神经网络输入,经网络的多层处理,减少错误的边消息,提升译码时边上消息传播过程中的可靠性度量值,保障网页登录校验码译码准确率。实验结果表明:在不同迭代次数以及不同码长下,所提方法均可获取较低的网页登录校验码译码误比特率,对不同种类网页登录校验码解码率较高,且解码效果受信噪比影响较小。 展开更多
关键词 深度迭代译码 网页登录 校验码设计 BP类译码算法 神经网络 误比特率
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Novel Mapping Design Criterion for BICM-ID with Square QAM Constellations 被引量:1
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作者 刘林南 费泽松 +1 位作者 赵胜辉 匡镜明 《Journal of Beijing Institute of Technology》 EI CAS 2003年第4期385-389,共5页
Mapping design criteria of bit-interleaved coded modulation with iterative decoding (BICM-ID) with square 16QAM are analyzed. Three of the existing criteria are analyzed and compared with each other. Through the compa... Mapping design criteria of bit-interleaved coded modulation with iterative decoding (BICM-ID) with square 16QAM are analyzed. Three of the existing criteria are analyzed and compared with each other. Through the comparison, two main characters of the mapping design criteria are found. They are the harmonic mean of the minimum squared Euclidean distance and the average of Hamming distances with the nearest Euclidean distance. Based on these two characters, a novel mapping design criterion is proposed and a label mapping named mixed mapping is searched according to it. Simulation results show that mixed mapping performs better than the other mappings in BICM-ID system. 展开更多
关键词 bit-interleaved coded modulation with iterative decoding (BICM-ID) 16 quadrature amplitude modulation (16QAM) design criteria Hamming distance Euclidean distance
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Optimized LDPC differential-encoded 16QAM scheme for high-speed transmission systems 被引量:1
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作者 Zhanji Wu Xiang Gao Zhiyu Xiao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第5期728-734,共7页
The 16-ary quadrature amplitude modulation (16QAM) is a high spectral efficient scheme for high-speed transmission systems. To remove the phase ambiguity in the coherent detection system, differential-encoded 16QAM ... The 16-ary quadrature amplitude modulation (16QAM) is a high spectral efficient scheme for high-speed transmission systems. To remove the phase ambiguity in the coherent detection system, differential-encoded 16QAM (DE-16QAM) is usually used, however, it will cause performance degradation about 3 dB as compared to the conventional 16QAM. To overcome the performance loss, a serial concatenated system with outer low density parity check (LDPC) codes and inner DE-16QAM is proposed. At the receiver, joint iterative differential demodulation and decoding (ID) is carried out to approach the maximum likelihood performance. Moreover, a genetic evolution algorithm based on the extrinsic information transfer chart is proposed to optimize the degree distribution of the outer LDPC codes. Both theoretical analyses and simulation results indicate that this algorithm not only compensates the performance loss, but also obtains a significant performance gain, which is up to 1 dB as compared to the conventional non-DE-16QAM. 展开更多
关键词 quadrature amplitude modulation (QAM) low density parity check (LDPC) code genetic evolution (GE) algorithm iterative demodulation and decoding (ID) extrinsic information transfer (EXIT) chart.
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Turbo decoding using two soft output values
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作者 李建平 潘申富 梁庆林 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第3期237-240,共4页
It is well known that turbo decoding always begins from the first component decoder and supposes that the apriori information is '0' at the first iterative decoding. To alternatively start decoding at two comp... It is well known that turbo decoding always begins from the first component decoder and supposes that the apriori information is '0' at the first iterative decoding. To alternatively start decoding at two component decoders, we can gain two soft output values for the received observation of an input bit. It is obvious that two soft output values comprise more sufficient extrinsic information than only one output value obtained in the conventional scheme since different start points of decoding result in different combinations of the a priori information and the input codewords with different symbol orders due to the permutation of an interleaver. Summarizing two soft output values for erery bit before making hard decisions, we can correct more errors due to their complement. Consequently, turbo codes can achieve better error correcting performance than before in this way. Simulation results show that the performance of turbo codes using the novel proposed decoding scheme can get a growing improvement with the increment of SNR in general compared to the conventional scheme. When the bit error probability is 10-5 , the proposed scheme can achieve 0.5 dB asymptotic coding gain or so under the given simulation conditions. 展开更多
关键词 turbo codes iterative decoding constituent encoder the extrinsic information interleaver.
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New Applications of EXIT Chart for Iterative Decoding Systems
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作者 宫丰奎 葛建华 李兵兵 《Journal of Shanghai Jiaotong university(Science)》 EI 2008年第1期35-39,共5页
Applications on iterative control and multiple input multiple output (MIMO) system were developed. Two new charts derived from extrinsic information transfer (EXIT) chart were employed as the designing tools, which ar... Applications on iterative control and multiple input multiple output (MIMO) system were developed. Two new charts derived from extrinsic information transfer (EXIT) chart were employed as the designing tools, which are called as output mutual information chart with defined iterative degree (DID) chart and near optimum output mutual information (NOMI) chart respectively. Different from the EXIT chart, they can show the iterative performance on the whole signal-to-noise ratio range with one single curve, whereas computation complexity is greatly reduced compared with conventional bit error ratio (BER) performance curve. The iterative control was implemented according to a near-optimum iterative degree vector determined by NOMI chart, the reasonability of uncertain parameters was analyzed in one MIMO system. The concepts were illustrated based on bit-interleaved coded modulation with iterative decoding (BICM-ID). 展开更多
关键词 extrinsic information transfer chart bit-interleaved coded modulation iterative decoding multiple input multiple output
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A New Approximation to the Jacobian Logarithm Suitable for MAP Decoding in BICM-ID
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作者 Slimane Benmahmoud Ali Djebbari 《Computer Technology and Application》 2013年第5期241-244,共4页
In this paper, a new method to approximate the compensation term in the Jacobian logarithm used by the MAP decoder is proposed. Using the proposed approximation, the complex functions In(.) and exp(.) in the Exact... In this paper, a new method to approximate the compensation term in the Jacobian logarithm used by the MAP decoder is proposed. Using the proposed approximation, the complex functions In(.) and exp(.) in the Exact-log-MAP algorithm can be estimated with high accuracy and lower computational complexity. The efficacy of the proposed approximation is investigated and demonstrated by applying it to iteratively decoded BICM (Bit Interleaved Coded Modulation). 展开更多
关键词 LOG-MAP Bahl-Cocke-Jelinek-Raviv (BCJR) algorithm max FUNCTION Jacobian logarithm correction (compensation)term (function) BICM-ID bit interleaved coded modulation with Iterative decoding).
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A novel mapping scheme and modified decoding algorithm for BICM-ID
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作者 方伟伟 Li Jianping Cai Chaoshi 《High Technology Letters》 EI CAS 2013年第1期70-75,共6页
This paper proposes a novel mapping scheme for bit-interleaved coded modulation with iterative decoding(BICM-ID).The symbol mapping is composed of two QPSK with different radiuses and phases,called cross equalization-... This paper proposes a novel mapping scheme for bit-interleaved coded modulation with iterative decoding(BICM-ID).The symbol mapping is composed of two QPSK with different radiuses and phases,called cross equalization-8PSK-quasi-semi set partitioning(CE-8PSK-Quasi-SSP).Providing the same average power,the proposed scheme can increase the minimum squared Euclidean distance(MSED)and then improve the receiving performance of BICM-ID compared with conventional symbol mapping schemes.Simultaneously,a modified iteration decoding algorithm is proposed in this paper.In the process of iteration decoding,different proportion of the extrinsic information to the systematic observations results in distinct decoding performance.At high SNR(4~9dB),the observation information plays a more important role than the extrinsic information.Simulation results show that the proportion set at 1.2 is more suitable for the novel mapping in BICM-ID.When the BER is 10^(-4),more than 0.9dB coding gain over Rayleigh channels can be achieved for the improved mapping and decoding scheme. 展开更多
关键词 bit-interleaved coded modulation with iterative decoding (BICM-ID) minimum squared Euclidean distance (MSED) average power tioning CE-8PSK-Quasi-SSP) extrinsic information cross equalization-8PSK-quasi-semi set parti- priori information weighted coefficient
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Path Weight Complementary Convolutional Code for Type-Ⅱ Bit-Interleaved Coded Modulation Hybrid ARQ System
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作者 程宇新 张磊 +1 位作者 依那 项海格 《Tsinghua Science and Technology》 SCIE EI CAS 2007年第S1期240-245,共6页
Bit-interleaved coded modulation (BICM) is suitable to bandwidth-efficient communication systems. Hybrid automatic repeat request (HARQ) can provide more reliability to high-speed wireless data transmission. A new pat... Bit-interleaved coded modulation (BICM) is suitable to bandwidth-efficient communication systems. Hybrid automatic repeat request (HARQ) can provide more reliability to high-speed wireless data transmission. A new path weight complementary convolutional (PWCC) code used in the type-Ⅱ BICM-HARQ system is proposed. The PWCC code is composed of the original code and the complimentary code. The path in trellis with large hamming weight of the complimentary code is designed to compensate for the path in trellis with small hamming weight of the original code. Hence, both of the original code and the complimentary code can achieve the performance of the good code criterion of corresponding code rate. The throughput efficiency of the BICM-HARQ system wit PWCC code is higher than repeat code system, a little higher than puncture code system in low signal-to-noise ratio (SNR) values and much higher than puncture code system, the same as repeat code system in high SNR values. These results are confirmed by the simulation. 展开更多
关键词 bit-interleaved coded modulation type-II hybrid automatic repeat request path weight comple- mentary convolutional code throughput efficiency
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BICM在差分跳频系统中的应用 被引量:10
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作者 朱毅超 甘良才 +1 位作者 熊俊俏 郭见兵 《电波科学学报》 EI CSCD 北大核心 2009年第1期15-21,共7页
将比特交织编码调制(BICM)技术应用于差分跳频(DFH)通信系统,在加性白高斯噪声(AWGN)信道及频率非选择性瑞利慢衰落信道下,对采用无迭代译码及迭代译码的系统比特误码率(BER)上界进行了理论推导及数值仿真验证,并与传统的差分跳频系统... 将比特交织编码调制(BICM)技术应用于差分跳频(DFH)通信系统,在加性白高斯噪声(AWGN)信道及频率非选择性瑞利慢衰落信道下,对采用无迭代译码及迭代译码的系统比特误码率(BER)上界进行了理论推导及数值仿真验证,并与传统的差分跳频系统的性能进行了比较。其数值仿真结果表明:采用BICM技术的差分跳频系统,可以在不增加跳频带宽及译码复杂度的情况下,利用最优卷积码增大了其G函数网格图的最小自由距离。同时对于可用频率数为16的无迭代译码BICM/DFH,当BER为10-5时,在瑞利信道下相对于CHESS系统而言,其性能改善可达6dB。若采用迭代译码,则当BER为10-7时,其性能相对于无迭代译码可进一步改善3 dB。 展开更多
关键词 差分跳频(DFH) 比特交织编码调制(BICM) 迭代译码
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基于逐比特MAP算法的Turbo编码调制方式 被引量:6
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作者 左健存 宋文涛 +1 位作者 徐友云 罗汉文 《上海交通大学学报》 EI CAS CSCD 北大核心 2003年第6期812-815,共4页
给出了一种基于逐比特 MAP算法的 Turbo编码与多元调制相结合的编码调制方式 .该编码调制方式通过删截 Turbo码的校验位以获得高编码效率 ,将复用后的编码输出以 Gray映射方式与多元调制结合从而获得高频带利用率 ,并采用逐比特 MAP算... 给出了一种基于逐比特 MAP算法的 Turbo编码与多元调制相结合的编码调制方式 .该编码调制方式通过删截 Turbo码的校验位以获得高编码效率 ,将复用后的编码输出以 Gray映射方式与多元调制结合从而获得高频带利用率 ,并采用逐比特 MAP算法进行迭代译码 .仿真结果表明 ,将 Turbo码的高编码增益与多元调制的高频谱利用率有效地结合在一起 ,是一种功率和频谱高效的编码调制方式 ,它比传统的网格编码调制 ( TCM) 展开更多
关键词 Turbo码 多元调制 逐比特最大后验概率算法 编码调制 迭代译码
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BI-STCM-ID系统的标识映射设计及性能分析 被引量:6
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作者 宫丰奎 葛建华 李兵兵 《计算机学报》 EI CSCD 北大核心 2006年第4期561-569,共9页
重点研究了对比特交织空时编码及迭代译码系统(BI-STCM-ID)性能影响较大的标识映射方法,提出了给定区间最佳映射(DRO)的设计方法以及自适应标识映射集的思想.通过对各种映射方法特征参数及渐进BER性能限的分析,得出了瑞利衰落信道环境... 重点研究了对比特交织空时编码及迭代译码系统(BI-STCM-ID)性能影响较大的标识映射方法,提出了给定区间最佳映射(DRO)的设计方法以及自适应标识映射集的思想.通过对各种映射方法特征参数及渐进BER性能限的分析,得出了瑞利衰落信道环境下决定BICM-ID以及BI-STCM-ID系统性能的关键参数,进而给出了标识映射设计的参考准则. 展开更多
关键词 比特交织空时编码调制 迭代译码 标识映射 自适应标识
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基于Polar码的BICM系统在AWGN信道中的性能 被引量:8
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作者 樊婷婷 杨维 许昌龙 《东南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2016年第1期18-22,共5页
为了研究Polar码在编码调制(CM)系统中的性能,提出了一种基于Polar码的比特交织编码调制(BICM)系统.分析了高斯白噪声(AWGN)信道中不同调制方式对系统误比特率(BER)性能的影响,并将所提系统的BER性能与基于低密度奇偶校验(LDPC)码的BIC... 为了研究Polar码在编码调制(CM)系统中的性能,提出了一种基于Polar码的比特交织编码调制(BICM)系统.分析了高斯白噪声(AWGN)信道中不同调制方式对系统误比特率(BER)性能的影响,并将所提系统的BER性能与基于低密度奇偶校验(LDPC)码的BICM系统性能进行了对比.仿真结果表明,在QPSK调制下,基于Polar码的BICM系统与基于Polar码的无编码调制系统的BER曲线几乎完全重合;而在16QAM调制下,当码长较大时,基于Polar码的BICM系统较基于Polar码的无编码调制系统最大节省0.8 d B的比特信噪比.当信道编码码长为1 024、码率为0.5时,在中高比特信噪比区域上,基于Polar码的BICM系统可比基于LDPC码的BICM系统获得至少2 d B的比特信噪比增益. 展开更多
关键词 Polar码 LDPC码 BICM 交织 BER
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Turbo/MAP 编译码器中的交织器优化设计 被引量:6
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作者 徐友云 宋文涛 罗汉文 《上海交通大学学报》 EI CAS CSCD 北大核心 1998年第6期43-47,共5页
讨论采用软输出迭代译交织级联卷积码(Turbo码)编译码器中的交织器优化设计问题.从基于最大后验概率(MAP)算法与迭代译码的Turbo码编译码原理出发,给出交织器设计的一些基本方法并分析其特点;提出“保奇偶”的随机... 讨论采用软输出迭代译交织级联卷积码(Turbo码)编译码器中的交织器优化设计问题.从基于最大后验概率(MAP)算法与迭代译码的Turbo码编译码原理出发,给出交织器设计的一些基本方法并分析其特点;提出“保奇偶”的随机交织器设计方案,它能有效地改善某些以提高编码效率为目的的“删余截短”Turbo码的纠错性能.通过计算机仿真得出一些Turbo码在加性高斯白噪声信道中采用不同交织器时的误码率数据,分析了交织类型和交织深度的变化对Turbo码纠错性能的影响.针对Turbo码的特点提出了在卫星通信等应用中交织器设计的实用性结论. 展开更多
关键词 TURBO码 MAP译码算法 交织器 卫星通信 优化设计
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一种新的BICM-ID的8PSK星座映射 被引量:5
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作者 郭文彬 杨鸿文 杨大成 《北京邮电大学学报》 EI CAS CSCD 北大核心 2005年第3期20-22,共3页
基于伪随机交织器,提出了一种比特交织编码调制-迭代检测(BICM-ID)下星座映射的新规则,并设计了新的8相移相键控(8PSK)星座映射.通过分析和计算机仿真,比较了各种8PSK星座映射性能,加性高斯白噪信道下的性能仿真结果表明,根据新规则设计... 基于伪随机交织器,提出了一种比特交织编码调制-迭代检测(BICM-ID)下星座映射的新规则,并设计了新的8相移相键控(8PSK)星座映射.通过分析和计算机仿真,比较了各种8PSK星座映射性能,加性高斯白噪信道下的性能仿真结果表明,根据新规则设计的8PSK星座映射好于其他星座映射. 展开更多
关键词 比特交织编码调制-迭代检测 8相移相键控 星座映射
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