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基于参数冗余量分配方案和可变参数估计准则的 GSM EFR信源信道联合解码算法

周琳 吴镇扬

周琳, 吴镇扬. 基于参数冗余量分配方案和可变参数估计准则的 GSM EFR信源信道联合解码算法[J]. 电子与信息学报, 2008, 30(11): 2617-2621. doi: 10.3724/SP.J.1146.2007.01756
引用本文: 周琳, 吴镇扬. 基于参数冗余量分配方案和可变参数估计准则的 GSM EFR信源信道联合解码算法[J]. 电子与信息学报, 2008, 30(11): 2617-2621. doi: 10.3724/SP.J.1146.2007.01756
Zhou Lin, Wu Zhen-Yang. Joint Source-Channel Decoding Algorithm Based on Redundancy Allocation and Variable Estimation Criterion for GSM EFR[J]. Journal of Electronics & Information Technology, 2008, 30(11): 2617-2621. doi: 10.3724/SP.J.1146.2007.01756
Citation: Zhou Lin, Wu Zhen-Yang. Joint Source-Channel Decoding Algorithm Based on Redundancy Allocation and Variable Estimation Criterion for GSM EFR[J]. Journal of Electronics & Information Technology, 2008, 30(11): 2617-2621. doi: 10.3724/SP.J.1146.2007.01756

基于参数冗余量分配方案和可变参数估计准则的 GSM EFR信源信道联合解码算法

doi: 10.3724/SP.J.1146.2007.01756
基金项目: 

东南大学科技基金(XJ0704268)资助课题

Joint Source-Channel Decoding Algorithm Based on Redundancy Allocation and Variable Estimation Criterion for GSM EFR

  • 摘要: 该文利用GSM EFR(Enhanced Full Rate)语音编码参数的冗余信息,提出了一种新的基于迭代结构和参数估计的联合解码算法框架;针对GSM EFR编码参数由非等概分布和帧间相关性提供的冗余量,本文提出了联合解码算法中两类冗余信息在信道解码,信源解码的分配方案。同时针对不同语音编码参数的特性,引入不同的估计准则。仿真结果表明,该文算法显著提高了GSM EFR参数接收性能,提高了解码语音信噪比,改善了接收系统性能。
  • [1] Shannon C E. A mathematical theory of communication [J].Bell Syst. Tech. J. 1948, 27: 379-423. [2] Fingscheidt T, Hindelang T, and Cox R V, et al.. Jointsource-channel (de-) coding for mobile communications [J].IEEE Trans. on Communications.2002, 50(2):200-211 [3] Hagenauer J. Source-controlled channel decoding[J]. IEEETrans. on Communications , 1995, 43(9): 2449-2457. [4] Fingscheidt T and Vary P. Soft bit speech decoding: A newapproach to error concealment[J].IEEE Trans. on Speech andAudio Processing.2001, 9(3):240-251 [5] Adart M, Heanel R, and Vary P. On joint source-channeldecoding for correlated Source[C]. In Proceedings ofICASSP-02. Orlando, Florida. 2002, 3: 2505-2508. [6] Subramaniam A D, Gardner W R, and Rao B D. Iterativejoint source-channel decoding of speech spectrum parametersover an additive white Gaussian noise channel [J].IEEETrans. on Audio Speech and Language Processing.2006, 14(1):152-162 [7] Liu Xiaobei and Koh Soo Ngee. Iterative joint source-channeldecoding with combined a prior information of source andchannel [J].IEEE Communication Letters.2005, 9(4):355-357 [8] Cox R V, Kleijn W B, and Kroon P. Robust CELP coders fornoisy backgrounds and noisy channels [C][J].In the Proceedingsof ICASSP89. Glascow, Scotland.1989, 2:739-742 [9] Kroon P and Atal B S. Strategies for improving theperformance of CELP coders at low rates [C][J].In theProceedings of ICASSP88. New York, USA.1988, 1:151-154 [10] 周琳, 吴镇扬. 基于迭代结构的联合信源信道GSM 语音解码[J].电子与信息学报.2005, 27(6):884-887浏览 [11] Kaindl M and Hindelang T. Estimation of bit errorprobabilities using a priori information [C][J].Proceedings ofGLOBECOM99. Rio de Janeiro, Brazil.1999, 5:2422-2426 [12] 周琳. 信源信道联合解码算法研究及其在语音传输中的应用[D]. [博士论文], 东南大学, 2005.Zhou Lin. Research on Joint source-channel decoding andapplications to speech transmission [D]. [Ph.D.dissertation],Southeast University, 2005.
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出版历程
  • 收稿日期:  2007-11-07
  • 修回日期:  2008-04-14
  • 刊出日期:  2008-11-19

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