A First Course in Information Theory

作者: Raymond W. Yeung

DOI:

关键词:

摘要: This book provides an up-to-date introduction to information theory. In addition the classical topics discussed, it first comprehensive treatment of theory I-Measure, network coding theory, Shannon and non-Shannon type inequalities, a relation between entropy group ITIP, software package for proving is also included. With large number examples, illustrations, original problems, this excellent as textbook or reference senior graduate level course on subject, well researchers in related fields.

参考文章(192)
C. E. Shannon, Communication theory of secrecy systems Bell System Technical Journal. ,vol. 28, pp. 656- 715 ,(1949) , 10.1002/J.1538-7305.1949.TB00928.X
W. Szpankowski, Asymptotic average redundancy of Huffman (and other) block codes IEEE Transactions on Information Theory. ,vol. 46, pp. 2434- 2443 ,(2000) , 10.1109/18.887856
Chunxuan Ye, R.W. Yeung, A simple upper bound on the redundancy of Huffman codes IEEE Transactions on Information Theory. ,vol. 48, pp. 2132- 2138 ,(2002) , 10.1109/TIT.2002.1013158
A. Orlitsky, Worst-case interactive communication. II. Two messages are not optimal IEEE Transactions on Information Theory. ,vol. 37, pp. 995- 1005 ,(1991) , 10.1109/18.86993
Zhen Zhang, R.W. Yeung, On characterization of entropy function via information inequalities international symposium on information theory. ,vol. 44, pp. 1440- 1452 ,(1998) , 10.1109/18.681320
R.W. Yeung, A framework for linear information inequalities IEEE Transactions on Information Theory. ,vol. 43, pp. 1924- 1934 ,(1997) , 10.1109/18.641556
A. Kolmogorov, On the Shannon theory of information transmission in the case of continuous signals IEEE Transactions on Information Theory. ,vol. 2, pp. 102- 108 ,(1956) , 10.1109/TIT.1956.1056823
S. Vembu, S. Verdu, Y. Steinberg, The source-channel separation theorem revisited IEEE Transactions on Information Theory. ,vol. 41, pp. 44- 54 ,(1995) , 10.1109/18.370119
A. Romashchenko, A. Shen, N. Vereshchagin, Combinatorial interpretation of Kolmogorov complexity conference on computational complexity. pp. 131- 137 ,(2000) , 10.1109/CCC.2000.856743
R.W. Yeung, Multilevel diversity coding with distortion IEEE Transactions on Information Theory. ,vol. 41, pp. 412- 422 ,(1995) , 10.1109/18.370142