"2014-09-01+02:00"^^ . . "RIV/67985556:_____/14:00431247!RIV15-AV0-67985556" . "Testing of Sensor Condition Using Gaussian Mixture Model"@en . "SCITEPRESS \u2013 Science and Technology Publications" . "The paper describes a method of sensor condition testing based on processing of data measured by the sensor using a Gaussian mixture model with dynamic weights. The procedure is composed of two steps, off-line and on-line. In off-line stage, fault-free learning data are processed and described by a probabilistic mixture of regressive models (mixture components) including a transition table between active components. It is assumed that each component characterises one property of data dynamics and just one component is active in each time instant. In on-line stage, tested data are used for transition table estimation compared with the fault-free transition table. The crossing of given level of difference announces a possible fault."@en . . . "Pavelkov\u00E1, Lenka" . "[CA655F2DDB5B]" . "9"^^ . "Vien" . "Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics" . "The paper describes a method of sensor condition testing based on processing of data measured by the sensor using a Gaussian mixture model with dynamic weights. The procedure is composed of two steps, off-line and on-line. In off-line stage, fault-free learning data are processed and described by a probabilistic mixture of regressive models (mixture components) including a transition table between active components. It is assumed that each component characterises one property of data dynamics and just one component is active in each time instant. In on-line stage, tested data are used for transition table estimation compared with the fault-free transition table. The crossing of given level of difference announces a possible fault." . . . "978-989-758-039-0" . . "Sensor Faults; Bayesian Statistics; Gaussian Mixture"@en . . . . . . "2"^^ . . . . . "Portugal" . "Testing of Sensor Condition Using Gaussian Mixture Model" . "2"^^ . "Testing of Sensor Condition Using Gaussian Mixture Model"@en . . "Testing of Sensor Condition Using Gaussian Mixture Model" . . "I, P(7D12004)" . . "50068" . "RIV/67985556:_____/14:00431247" . "Jirsa, Ladislav" .