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Event-based control method for variable feedback rate nonlinear systems
Ist Teil von
2016 IEEE 14th International Symposium on Applied Machine Intelligence and Informatics (SAMI), 2016, p.35-40
Ort / Verlag
IEEE
Erscheinungsjahr
2016
Quelle
IEEE Electronic Library (IEL)
Beschreibungen/Notizen
This paper presents an event-driven approach for handling variable rate sensor feedback. Such systems are challenging as most discrete-time modeling techniques are based on constant sampling rate. Existing methods include oversampling, which is rather resource-intensive and linearization or linearizing feedback, which requires calculations for each operating point of the system. As an alternative to these methods, an event-driven algorithm is investigated, which provides appropriate results with moderate computational cost. The test system depicts a common problem in control engineering, namely angular speed control of a rotating shaft. Angular velocity is measured by an encoder, a variable rate sensor, which deteriorates significantly the performance of controllers designed for constant sampling rates. Performance of the event-driven control algorithm is first designed and evaluated by simulation and finally tested as the motion controller of a mobile platform.