Coding theorems of information theory
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- ISBN:9787519296902
- 装帧:一般胶版纸
- 册数:暂无
- 重量:暂无
- 开本:24cm
- 页数:173页
- 出版时间:2023-01-01
- 条形码:9787519296902 ; 978-7-5192-9690-2
内容简介
“香农信息科学经典”已引进了3本加拉格尔教授的经典名著:《麻省理工加拉格尔数字通信原理》、《信息论与可靠通信》和《数据网络(第2版)》。 “香农信息科学经典”书系的策划者曾在麻省理工学院多年亲聆加拉格尔教授授课并一起探讨前沿科技问题。书系的logo形象取材于麻省理工学院校园内的香农塑像。 “香农信息科学经典”包含信息科学各个领域的图书,如信息论、通信与网络、信号处理、机器学习、理论计算机科学、量子信息科学等。
目录
1.Heuristic Introduction to the Discrete Memoryless Channel
2.Combinatorial Preliminaries
2.1.Generated sequences
2.2.Properties of the entropy function
Remarks
3.The Discrete Memoryless Channel
3.1.Description of the channel
3.2.A coding theorem
3.3.The strong converse
3.4.Strong converse for the binary symmetric channel
3.5.The finite-state channel with state calculable by both sender and receiver
3.6.The finite-state channel with state calculable only by the sender
Remarks
4.Compound Channels
4.1.Introduction
4.2.The canonical channel
4.3.A coding theorem
4.4.Strong converse
4.5.Compound d.m.c. with c.p.f. known only to the receiver or only to the sender
4.6.Channels where the c.p.f. for each letter is stochastically determined
4.7.Proof of Theorem 4.6.4.
4.8.The d.m.c. with feedback
Remarks
5.The Discrete Finite-Memory Channel
5.1.The discrete channel
5.2.The discrete finite-memory channel
5.3.The coding theorem for the d.f.m.c.
5.4.Strong converse of the coding theorem for the d.f.m.c.
5.5.Rapidity of approach to C in the d.f.m.c.
5.6.Discussion of the d.f.m.c.
Remarks
6.Channels with Arbitrarily Varying Channel Probability Functions
6.1.Introduction
6.2.Necessary and sufficient conditions for a positive rate of transmission
6.3. Remarks on the capacity of an arbitrarily varying channel
6.4.The capacity C of an arbitrarily varying channel when b=2
6.5.Certain results for the general arbitrarily varying channel
Remarks
7.General Discrete Channels
7.1.Alternative description of the general discrete channel
7.2.The method of maximal codes
7.3.The method of random codes
7.4.Weak converses
7.5.Digression on the d.m.c.
7.6.Discussion of the foregoing
7.7.Channels without a capacity
7.8.Strong converses
7.9.The strong converse for the d.m.c. revisited
Remarks
8.The Semi-Continuous Memoryless Channel
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作者简介
Jacob Wolfowit(1910-1981),曾先后任职于哥伦比亚大学、北卡罗莱纳大学、康奈尔大学等名校,是现代统计学的奠基者之一,他富有独创性,为统计和信息科学做出了巨大的贡献。
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