Joint Channel Decoding - Viterbi Recognition For Wireless Applications

机译：联合信道解码-用于无线应用的维特比识别

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We introduce the concept of joint channel decoding and Viterbi recognition, by which the Viterbi recognizer is modified to take into account the confidence in the decoded feature after channel transmission. We present a metric for evaluating such confidence based on soft decision decoding. As a case study, we quantize MFCCs using predictive VQ. The overall source-channel coding scheme operating at a combined rate of 1 kbps is shown to provide good recognition accuracy over a wide range of Rayleigh fading channels.

机译：我们介绍联合通道解码和维特比识别的概念，通过修改维特比识别器，以考虑到通道传输后对解码特征的置信度。我们提出了一种基于软判决解码评估这种置信度的度量。作为案例研究，我们使用预测VQ量化MFCC。显示了以1 kbps的组合速率运行的整体源信道编码方案，可在宽范围的瑞利衰落信道上提供良好的识别精度。

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《European Conference on Speech Communication and Technology v.4; 20010903-20010907; Aalborg; DK》|2001年|P.2703-2706|共4页
会议地点 Aalborg(DK);Aalborg(DK)
作者
Alexis Bernard; Abeer Alwan;
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作者单位

Dept. of Electrical Engineering, University of California, Los Angeles;

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原文格式 PDF
正文语种 eng
中图分类传播理论;
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专利

1. 利用残留冗余量的联合信源信道解码在EVRC语音解码器中的应用 [J] . 阿哈麦德, 尤肖虎, 高西奇东南大学学报（英文版） . 2002,第002期
2. Joint Erasure Marking and Viterbi Decoding Algorithm for Unknown Impulsive Noise Channels [J] . Tao Li, Wai Ho Mow, Manhung Siu IEEE transactions on wireless communications . 2008,第9期

机译：未知脉冲噪声信道的联合擦除标记和维特比解码算法
3. Low-power multi-standard Viterbi decoder for wireless communication applications [J] . Chu Yu, Bor-Shing Lin, Po-Hsun Cheng, International Journal of Electronics Letters . 2016,第2期

机译：适用于无线通信应用的低功耗多标准Viterbi解码器
4. Speed, Noise Immunity, Power Consumption and Area Comparison between Different Approaches of Low-Power Viterbi Decoder for Digital Wireless Communication Applications [J] . Sayak Bhowal Network Protocols and Algorithms . 2014,第1期

机译：数字无线通信应用中不同方法的低功耗维特比解码器的速度，抗扰度，功耗和面积比较
5. Joint Channel Decoding - Viterbi Recognition For Wireless Applications [C] . Alexis Bernard, Abeer Alwan European conference on speech communication and technology . 2001

机译：联合通道解码 - 无线应用的维特比识别
6. Joint channel estimation and decoding for wireless channels. [D] . Komninakis, Christos. 2000

机译：无线信道的联合信道估计和解码。
7. Feedback Power Control Strategies in Wireless Sensor Networks with Joint Channel Decoding [O] . Andrea Abrardo, Gianluigi Ferrari, Marco Martalò, 2009

机译：具有联合信道解码的无线传感器网络中的反馈功率控制策略
8. Performance Analysis of Viterbi Decoder for Wireless Applications [O] . Sivasankar G, Thangarani L 2014

机译：无线应用程序维特比解码器的性能分析

Joint Channel Decoding - Viterbi Recognition For Wireless Applications

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