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• W2078196449 abstract "To solve the problem of joint sparsity pattern recovery in a decentralized network, we propose an algorithm named decentralized and collaborative subspace pursuit (DCSP). The basic idea of DCSP is to embed collaboration among nodes and fusion strategy into each iteration of the standard subspace pursuit (SP) algorithm. In DCSP, each node collaborates with several of its neighbors by sharing high-dimensional coefficient estimates and communicates with other remote nodes by exchanging low-dimensional support set estimates. Experimental evaluations show that, compared with several existing algorithms for sparsity pattern recovery, DCSP produces satisfactory results in terms of accuracy of sparsity pattern recovery with much less communication cost." @default.
• W2078196449 created "2016-06-24" @default.
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• W2078196449 date "2014-05-01" @default.
• W2078196449 modified "2023-09-26" @default.
• W2078196449 title "Decentralized subspace pursuit for joint sparsity pattern recovery" @default.
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• W2078196449 doi "https://doi.org/10.1109/icassp.2014.6854224" @default.
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