2014 · 36 citations · 8 references
EngineeringElectrical EngineeringProcess ControlQuality ControlWireless CommunicationsAdaptive ControlControl SystemsKalman FilteringState EstimationWireless NetworksWireless Sensor NetworksMeasurement-based ControlOperating ConditionsSmith PredictorState Observer DesignWireless Control Systems
This paper presents a wireless PID controller, known as PIDPlus. The same quality control as wired PID can be provided by PIDPlus using a wireless measurement, despite slower wireless measurement update and communication interruptions. The PIDPlus novel algorithm is based on a modification of the PID reset and rate calculation to account for non-periodic measurement updates. The paper presents and evaluates an alternate approach of PID control accounting for non-periodic measurements with a Kalman filter observer that has been modified for use with a wireless measurement. A second alternative shows how the Smith Predictor may be modified to work with a wireless measurement. Test results are presented that compare the PIDPlus performance to that achieved using these alternate approaches for a variety of operating conditions that may be encountered when using wireless transmitters.
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Kalman Filtering With Intermittent Observations
Bruno Sinopoli, Luca Schenato, Massimo Franceschetti et al. · IEEE Transactions on Automatic Control · 2004 · 2.5K citations
An Introduction to Kalman Filters
G. Dean · Measurement and Control · 1986 · 192 citations · Full text
PID Advances in Industrial Control
Terrence L. Blevins · IFAC Proceedings Volumes · 2012 · 85 citations
Engineering, Electrical Engineering, Industrial Engineering +14