The method of types

被引:268
作者
Csiszar, I [1 ]
机构
[1] Hungarian Acad Sci, Inst Math, H-1364 Budapest, Hungary
基金
匈牙利科学研究基金会;
关键词
arbitrarily varying channels; choice of decoder; counting approach; error exponents; extended type concepts; hypothesis testing; large deviations; multiuser problems; universal coding;
D O I
10.1109/18.720546
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The method of types is one of the key technical tools in Shannon Theory, and this tool is valuable also in other fields. In this paper, some key applications will be presented in sufficient detail enabling an interested nonspecialist to gain a working knowledge of the method, and a wide selection of further applications will be surveyed. These range from hypothesis testing and large deviations theory through error exponents for discrete memoryless channels and capacity of arbitrarily varying channels to multiuser problems. While the method of types is suitable primarily for discrete memoryless models, its extensions to certain models with memory will also be discussed.
引用
收藏
页码:2505 / 2523
页数:19
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