{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,19]],"date-time":"2025-11-19T07:01:43Z","timestamp":1763535703039,"version":"build-2065373602"},"reference-count":53,"publisher":"MDPI AG","issue":"7","license":[{"start":{"date-parts":[[2020,3,31]],"date-time":"2020-03-31T00:00:00Z","timestamp":1585612800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National Key R&amp;D Program of China","award":["2018YFD0400902"],"award-info":[{"award-number":["2018YFD0400902"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61873112"],"award-info":[{"award-number":["61873112"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Education Ministry and China Mobile Science Research Foundation","award":["MCM20170204"],"award-info":[{"award-number":["MCM20170204"]}]},{"DOI":"10.13039\/501100010242","name":"Jiangsu Planned Projects for Postdoctoral Research Funds","doi-asserted-by":"publisher","award":["1601085C"],"award-info":[{"award-number":["1601085C"]}],"id":[{"id":"10.13039\/501100010242","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Jiangsu Key Construction Laboratory of IoT Application Technology","award":["190449\u3001190450"],"award-info":[{"award-number":["190449\u3001190450"]}]},{"name":"Postgraduate Research &amp; Practice Innovation Program of Jiangnan University","award":["JNKY19_043"],"award-info":[{"award-number":["JNKY19_043"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>This paper is concerned with the distributed full- and reduced-order     l 2    -    l \u221e     state estimation issue for a class of discrete time-invariant systems subjected to both randomly occurring switching topologies and deception attacks over wireless sensor networks. Firstly, a switching topology model is proposed which uses homogeneous Markov chain to reflect the change of filtering networks communication modes. Then, the sector-bound deception attacks among the communication channels are taken into consideration, which could better characterize the filtering network communication security. Additionally, a random variable obeying the Bernoulli distribution is used to describe the phenomenon of the randomly occurring deception attacks. Furthermore, through an adjustable parameter E, we can obtain full- and reduced-order     l 2    -    l \u221e     state estimator over sensor networks, respectively. Sufficient conditions are established for the solvability of the addressed switching topology-dependent distributed filtering design in terms of certain convex optimization problem. The purpose of solving the problem is to design a distributed full- and reduced-order filter such that, in the presence of deception attacks, stochastic external interference and switching topologies, the resulting filtering dynamic system is exponentially mean-square stable with prescribed     l 2    -    l \u221e     performance index. Finally, a simulation example is provided to show the effectiveness and flexibility of the designed approach.<\/jats:p>","DOI":"10.3390\/s20071948","type":"journal-article","created":{"date-parts":[[2020,4,1]],"date-time":"2020-04-01T03:44:13Z","timestamp":1585712653000},"page":"1948","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Distributed Robust Filtering for Wireless Sensor Networks with Markov Switching Topologies and Deception Attacks"],"prefix":"10.3390","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9673-5794","authenticated-orcid":false,"given":"Fengzeng","family":"Zhu","sequence":"first","affiliation":[{"name":"Engineering Research Center of Internet of Things Applied Technology, Jiangnan University, Ministry of Education, Wuxi 214122, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xu","family":"Liu","sequence":"additional","affiliation":[{"name":"Engineering Research Center of Internet of Things Applied Technology, Jiangnan University, Ministry of Education, Wuxi 214122, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiwei","family":"Wen","sequence":"additional","affiliation":[{"name":"Engineering Research Center of Internet of Things Applied Technology, Jiangnan University, Ministry of Education, Wuxi 214122, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Linbo","family":"Xie","sequence":"additional","affiliation":[{"name":"Engineering Research Center of Internet of Things Applied Technology, Jiangnan University, Ministry of Education, Wuxi 214122, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Peng","sequence":"additional","affiliation":[{"name":"Engineering Research Center of Internet of Things Applied Technology, Jiangnan University, Ministry of Education, Wuxi 214122, Jiangsu, China"},{"name":"Jiangsu Province Internet of Things Application Technology Key Construction Laboratory, Wuxi Taihu College, Wuxi 214063, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2020,3,31]]},"reference":[{"key":"ref_1","first-page":"27","article-title":"Algorithms for efficient digital media transmission over IoT and cloud networking","volume":"5","author":"Stergiou","year":"2018","journal-title":"J. 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