2012
DOI: 10.1007/s10846-012-9650-4
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A Diagnostic Thau Observer for a Class of Unmanned Vehicles

Abstract: This paper addresses the problem of sensor fault detection for a wide class of Unmanned Vehicles (UVs). First a general model for UVs, based on the dynamics of a 6 Degrees Of Freedom (6-DOF) rigid body, subject to gravity and actuation forces, is presented. This model is shown to satisfy the necessary conditions to the existence of a non-linear observer (Thau) when proper assumptions for the actuation forces are made. The observer can thus be used to generate diagnostic residuals inside a Fault Detection (FD) … Show more

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Cited by 57 publications
(13 citation statements)
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References 21 publications
(25 reference statements)
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“…The load model and the quad-rotor model have to be coupled together and then used for control purposes. It is as follows (15) where TL is the force exherted by the load on the UAV and are a vector of FQL and MQL.…”
Section: Model Of the Quad Rotor With The Slung Loadmentioning
confidence: 99%
“…The load model and the quad-rotor model have to be coupled together and then used for control purposes. It is as follows (15) where TL is the force exherted by the load on the UAV and are a vector of FQL and MQL.…”
Section: Model Of the Quad Rotor With The Slung Loadmentioning
confidence: 99%
“…Defining as the state vector, as the input vector and as the output vector, then the system described in (1) can be rewritten in the state-space form as:…”
Section: A Quadrotor Modelmentioning
confidence: 99%
“…Due to the recent advances in sensing, communication, computing, and control technologies, Unmanned Aerial Vehicles (UAVs) have become vitally important in the engineering applications and our life like surveillance and search and rescue [1,2] . As an example of UAV systems, the quadrotor helicopter is relatively a simple, affordable and easy to fly system and thus it has been widely used to develop, implement and test-fly methods in control, fault diagnosis, Fault Tolerant Control(FTC) as well as multiagent based technologies in formation flight, cooperative control, distributed control, mobile wireless networks and communications [3] .…”
Section: Introductionmentioning
confidence: 99%
“…Although the efficiency of above approaches has been proved, the relevant algorithms are complex, leading to the real-time performance difficult to satisfy the requirement of highspeed magnetic bearing applications. Freddi et al [33] investigated a model-based fault-diagnosis which can be used to monitor sensor faults and detect actuator faults. In this method, residuals are used to distinguish between system and observer outputs, but these methods are inaccurate and unsuitable for quantifying the magnitude of a fault.…”
Section: Introductionmentioning
confidence: 99%