Dergi makalesi Açık Erişim
Utlu, Ihsan; Kilic, O. Fatih; Kozat, Suleyman S.
{ "DOI": "10.1016/j.dsp.2017.05.011", "abstract": "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.", "author": [ { "family": "Utlu", "given": " Ihsan" }, { "family": "Kilic", "given": " O. Fatih" }, { "family": "Kozat", "given": " Suleyman S." } ], "container_title": "DIGITAL SIGNAL PROCESSING", "id": "46701", "issued": { "date-parts": [ [ 2017, 1, 1 ] ] }, "page": "127-137", "title": "Resource-aware event triggered distributed estimation over adaptive networks", "type": "article-journal", "volume": "68" }
Görüntülenme | 29 |
İndirme | 10 |
Veri hacmi | 1.6 kB |
Tekil görüntülenme | 28 |
Tekil indirme | 10 |