1 Ocak 2017 Dergi makalesi Açık Erişim

Utlu, Ihsan; Kilic, O. Fatih; Kozat, Suleyman S.

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        "name": "Utlu, Ihsan"
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        "affiliation": "Bilkent Univ, Dept Elect & Elect Engn, Ankara, Turkey", 
        "name": "Kilic, O. Fatih"
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        "affiliation": "Bilkent Univ, Dept Elect & Elect Engn, Ankara, Turkey", 
        "name": "Kozat, Suleyman S."
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    "description": "We propose a novel algorithm for distributed processing applications constrained by the available communication resources using diffusion strategies that achieves up to a 103 fold reduction in the communication load over the network, while delivering a comparable performance with respect to the state of the art. After computation of local estimates, the information is diffused among the processing elements (or nodes) non-uniformly in time by conditioning the information transfer on level-crossings of the diffused parameter, resulting in a greatly reduced communication requirement. We provide the mean and mean-square stability analyses of our algorithms, and illustrate the gain in communication efficiency compared to other reduced-communication distributed estimation schemes. (C) 2017 Elsevier Inc. All rights reserved.", 
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      "pages": "127-137", 
      "title": "DIGITAL SIGNAL PROCESSING", 
      "volume": "68"
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