1. Adaptive Control for Guidance of Tracked Vehicles.
- Author
-
Lerke, Otto and Schwieger, Volker
- Subjects
PID controllers ,FUZZY control systems ,SELF-tuning controllers ,CLOSED loop systems ,LEAST squares - Abstract
During vehicle guidance operations in alternating conditions conventional controller types as e.g. PID- or Fuzzy-controllers may not perform properly due to their constant parameter settings. To counteract these adverse effects adaptive controllers can be used instead. Adaptive controllers are capable to automatically adjust their behavior according to the set requirements on guidance quality. This work investigates the performance of a self-tuning controller (STC). The structure of the STC has some modifications in comparison to a conventional closed-loop system. These modifications are represented by two additional steps during the loop run, namely system identification and control calculation. The identification step is solved with the widespread recursive least square algorithm, which has real-time capability. The control calculation step is based on the identification step and aims at the provision of the regulating variable for the closed-loop system. Compared to the PID-controller the results show a slightly worse guidance performance of the adaptive controller for laboratory conditions. Whereas, the results for outdoor-scenarios indicate improved guidance performance of the adaptive controller compared to the PID-controller. [ABSTRACT FROM AUTHOR]
- Published
- 2018