Extension of replica analysis to MAP estimation with applications to compressed sensing

The replica method is a non-rigorous but widely-accepted technique from statistical physics used in the asymptotic analysis of large, random, nonlinear problems. This paper applies the replica method to analyze non-Gaussian maximum a posteriori (MAP) estimation. The main result is a counterpart to G...

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书目详细资料
Main Authors: Rangan, Sundeep, Fletcher, Alyson K., Goyal, Vivek K.
其他作者: Massachusetts Institute of Technology. Research Laboratory of Electronics
格式: 文件
语言:en_US
出版: Institute of Electrical and Electronics Engineers (IEEE) 2012
在线阅读:http://hdl.handle.net/1721.1/71885