不同约束长度的Viterbi算法性能分析

Sohail Ahmed, F. Siddique, M. Waqas, M. Hasan, S. Rehman
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引用次数: 2

摘要

在数字通信系统和信号处理中,维特比算法是错误检测和纠错的最优解决方案。Viterbi算法在噪声符号接收序列的距离上找到最可能的封闭序列。Viterbi算法的性能和硬件实现复杂度主要取决于约束长度。较大的约束长度需要更多的内存,但在不增加信号功率的情况下提供更低的误码率(BER)。本文分析了不同约束长度下BPSK调制卷积编码数据在AWGN信道上的Viterbi算法。还回顾了回溯和向前跟踪方法,以获得更好的内存利用率和计算复杂性。
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Viterbi Algorithm Performance Analysis for Different Constraint Length
In digital communication system and signal processing, Viterbi algorithm is an optimal solution for error detection and correction. Viterbi algorithm finds the most likely closet sequence in distance to the received sequence of noisy symbol. Performance and hardware implementing complexity of Viterbi algorithm is mainly depend on constraint length. Larger constraint length requires more memory but provides lower Bit Error rate (BER) without increasing the signal power. In this paper, Viterbi algorithm is analyzed for BPSK modulated convolutional encoded data over AWGN channel on different constraint lengths. Trace back and Trace forward methods are also reviewed for better memory utilization and computational complexity.
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