Compressed Sensing for Networked Data
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...illustrates, via numerical simulation, the tradeoff between varying kand the number of gossip iterations. For more on the theoretical performance guarantees achievable in this formulation, see [122], [123]. A gossip-based approach to solving the reconstruction problem in a distributed fashion is described in [124]. For an alternative approach to using gossip for distributed field estimation, see [125]. ...
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...For more on the theoretical performance of decentralized compressive sensing, please refer to [142]–[144]....
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Cites background from "Compressed Sensing for Networked Da..."
...[17] also speculate the potential of using compressive sampling theory for data aggregation in a multi-hop WSN....
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References
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"Compressed Sensing for Networked Da..." refers background in this paper
...study of efficient decoding algorithms remains at the forefront of current research [ 23 ]‐[25]....
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