A multirate controller-observer scheme for fully automatic vehicle control. (2015)

• Record Type: Journal Article
• Authors: Fernando, W.U.N.; Kumarawadu, Sisil
• Is Part Of: International journal of automation and logistics. Volume 1:Number 2(2015)
• Page Start: 117
• Page End: 139
• Publication Date: 2015
• Subjects: automated highway vehicles -- intelligent vehicle highway system -- IVHS -- multirate observer -- automated vehicles -- intelligent vehicles -- multirate vehicle control -- vehicle speed -- position control -- state feedback design -- magnetic markers -- sensor arrays -- simulation; Automation -- Periodicals; Logistics -- Periodicals; Logistics -- Computer programs -- Periodicals; 658.514
• Languages: English
• ISSNs: 2049-6745

Abstract

Magnetic marker-based vehicular positioning systems encounter the issue of speed dependent sampling rates. This paper considers multirate vehicle control design for such intelligent vehicle highway systems (IVHSs). The discrete-time version of the IVHS vehicle model is utilised for control and observer synthesis. The lateral and longitudinal speed and position control is realised via state feedback design. The sampling of the magnetic markers is represented in a generic format such that multiple vehicle-mounted sensor-arrays can be incorporated for increased performance, partial redundancy, and higher sensor-fault tolerance. The observer design is presented in the form of time-varying gain Kalman observer. Simulation studies are performed for the comparison of the systems with and without the multirate observer. An IVHS with a 6 m magnetic maker spacing is simulated and is shown that the lateral control with the multirate observer performs with superior stability and accuracy compared with a system without the multirate observer.