Rate Distortion Theory

时间:2015-01-12 08:14:32
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文件名称:Rate Distortion Theory

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更新时间:2015-01-12 08:14:32

Rate Distortion

Consider an information source with entropy rate H. By the source coding theorem, it is possible to design a source code with rate R which reconstructs the source sequence X =(X1,X2, ··· ,Xn) with an arbitrarily small probability of error provided R>H and the block length n is sufficiently large.However, there are situations in which we want to convey an information source by a source code with rate less than H. Then we are motivated to ask: what is the best we can do when R


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