本课程将介绍概率论、熵、相对熵、互信息、连锁效应、不等式、AEP、Kraft不等式、优化编码、Huffman编码、熵率、离散信道、信道编码定律、高斯信道、失真率理论、线性分组码、循环码、BCH码、海明码、卷积码、惠特比解码算法。
This course introduces probability review, entropy, relative entropy, mutual information, chain rules, inequalities, AEP, The Kraft inequality, optimal codes, Huffman codes, entropy rate, discrete channels, channel coding theorem, Gaussian channels, rate distortion theory, linear block codes, cyclic codes, BCH codes, Hamming codes, convolutional codes, Viterbi decoding algorithm.