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Data Analytics For Stochastic Control And Prognostics In Cyber-Physical Systems, Shanshan Bi
Data Analytics For Stochastic Control And Prognostics In Cyber-Physical Systems, Shanshan Bi
Doctoral Dissertations
"In this dissertation, several novel cyber fault diagnosis and prognosis and defense methodologies for cyber-physical systems have been proposed. First, a novel routing scheme for wireless mesh network is proposed. An effective capacity estimation for P2P and E2E path is designed to guarantee the vital transmission safety. This scheme can ensure a high quality of service (QoS) under imperfect network condition, even cyber attacks. Then, the imperfection, uncertainties, and dynamics in the cyberspace are considered both in system model and controller design. A PDF identifier is proposed to capture the time-varying delays and its distribution. With the modification of traditional …