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Adaptive nonlinear control for auton...
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Black, William S.
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Adaptive nonlinear control for autonomous ground vehicles.
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Adaptive nonlinear control for autonomous ground vehicles./
作者:
Black, William S.
面頁冊數:
136 p.
附註:
Source: Masters Abstracts International, Volume: 52-05.
Contained By:
Masters Abstracts International52-05(E).
標題:
Engineering, Mechanical. -
電子資源:
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=1553492
ISBN:
9781303800689
Adaptive nonlinear control for autonomous ground vehicles.
Black, William S.
Adaptive nonlinear control for autonomous ground vehicles.
- 136 p.
Source: Masters Abstracts International, Volume: 52-05.
Thesis (M.S.M.E.)--Purdue University, 2013.
We present the background and motivation for ground vehicle autonomy, and focus on uses for space-exploration. Using a simple design example of an autonomous ground vehicle we derive the equations of motion. After providing the mathematical background for nonlinear systems and control we present two common methods for exactly linearizing nonlinear systems, feedback linearization and backstepping. We use these in combination with three adaptive control methods: model reference adaptive control, adaptive sliding mode control, and extremum-seeking model reference adaptive control. We show the performances of each combination through several simulation results. We then consider disturbances in the system, and design nonlinear disturbance observers for both single-input-single-output and multi-input-multi-output systems. Finally, we show the performance of these observers with simulation results.
ISBN: 9781303800689Subjects--Topical Terms:
783786
Engineering, Mechanical.
Adaptive nonlinear control for autonomous ground vehicles.
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