期刊导航

论文摘要

基于混沌理论的SCCPM联合迭代解调译码算法

AJointIterativeDemodulationandDecodingAlgorithmBasedonChaosTheoryforSCCPM

作者:钟凯(解放军信息工程大学 信息系统工程学院);彭华(解放军信息工程大学 信息系统工程学院);葛临东(解放军信息工程大学 信息系统工程学院)

Author:Zhong Kai(Inst.ofInfo.SystemEng.,Info.Eng.Univ.ofPLA);Peng Hua(Inst.ofInfo.SystemEng.,Info.Eng.Univ.ofPLA);Ge Lindong(Inst.ofInfo.SystemEng.,Info.Eng.Univ.ofPLA)

收稿日期:2013-07-14          年卷(期)页码:2014,46(3):122-128

期刊名称:工程科学与技术

Journal Name:Advanced Engineering Sciences

关键字:连续相位调制;暂态混沌;修正高斯小波;延迟反馈控制;截断小特征值法;迭代处理

Key words:continuousphasemodulation;transientchaos;modifiedGaussianwavelet;delayedfeedbackcontrol;truncatedsmalleigenvaluesmethod;iterativeprocessing

基金项目:国家自然科学基金资助项目 (61072046);河南省自然科学基金资助项目(102300410008)

中文摘要

针对DVB-RCS2下行链路物理层中定义的串行级联连续相位调制信号迭代检测中存在的系统复杂度高、低信噪比条件下收敛性较差的问题,从匹配滤波器组和迭代译码两方面对系统进行改进,提出了一种基于混沌理论的联合迭代解调译码算法。该算法利用修正高斯小波函数的快速收敛特性来控制混沌迭代过程的动态区,并且结合延迟反馈控制法,有效抑制了迭代译码中暂态混沌对系统性能的影响,改善了系统在低信噪比条件下的收敛性,同时减少了迭代译码的次数。为了进一步解决计算迭代译码中的码字先验信息需要大量匹配滤波器的问题,通过计算协方差矩阵的条件数可得有效匹配滤波器具有很强相关性,提出的算法使用截断小特征值法来减弱这种相关性,从而对匹配滤波器组进行简化,在实际应用中仅使用4个匹配滤波器即可满足要求。仿真结果表明,提出的算法与传统算法相比,可以有效地降低系统复杂度,同时具有良好的迭代收敛性,并且适用于所有类型的CPM调制方案。

英文摘要

The present algorithms of iterative detection for serially concatenated continuous phase modulation,which was defined in physical layer of downlink in DVB-RCS2,had a high computational complexity and poor convergence at low signal-to-noise ratio (SNR).The joint iterative demodulation and decoding algorithm based on chaos theory was proposed. A modified Gaussian wavelet of fast convergence was used to control the dynamic region.Combined with delayed feedback control method,transient chaos was suppressed.It improved the convergence of system in low SNR region effectively and reduced the number of iterations.A large number of matched filters were required to compute a priori information of codeword in iterative decoding.Because of large condition number, effective matched filters had a strong correlation.So truncated small eigenvalues method was used to reduce the number of matched filters,which was more suitable for practical implementation with only four matched filters.Simulation results showed that the proposed methods exhibited a better convergence and lower complexity compared with the traditional algorithm,and suitable for all kinds of CPM schemes.

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