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Integrated Stabilization and Collisi...
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Brown, Matthew.
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Integrated Stabilization and Collision Avoidance for Automated Vehicles in Emergency Scenarios.
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Integrated Stabilization and Collision Avoidance for Automated Vehicles in Emergency Scenarios./
作者:
Brown, Matthew.
出版者:
Ann Arbor : ProQuest Dissertations & Theses, : 2020,
面頁冊數:
98 p.
附註:
Source: Dissertations Abstracts International, Volume: 82-05, Section: B.
Contained By:
Dissertations Abstracts International82-05B.
標題:
Automotive engineering. -
電子資源:
https://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=28241684
ISBN:
9798684640568
Integrated Stabilization and Collision Avoidance for Automated Vehicles in Emergency Scenarios.
Brown, Matthew.
Integrated Stabilization and Collision Avoidance for Automated Vehicles in Emergency Scenarios.
- Ann Arbor : ProQuest Dissertations & Theses, 2020 - 98 p.
Source: Dissertations Abstracts International, Volume: 82-05, Section: B.
Thesis (Ph.D.)--Stanford University, 2020.
This item must not be sold to any third party vendors.
As automated vehicles become more prevalent and capable, venturing out of research labs and onto public streets, they present an opportunity to further improve the safety of their passengers and other road users. This dissertation focuses on safety through the lenses of lateral stabilization and collision avoidance. First, a steering controller that integrates both of these responsibilities is developed, enabling the controller to deviate from a reference path to satisfy stabilization criteria while ensuring such deviations are made safely with respect to obstacles and road edges. Next, this concept is expanded to develop a controller that simultaneously plans lateral and longitudinal forces directly for the purposes of collision avoidance. Finally, the sensitivity of the stability of system to disturbances is analyzed, motivating a controller which models this sensitivity by propagating uncertain disturbances along a prediction horizon in the lateral velocity states. By minimizing this open-loop velocity uncertainty, the controller can plan and execute necessarily aggressive collision avoidance trajectories while reducing its sensitivity to modeling error.
ISBN: 9798684640568Subjects--Topical Terms:
2181195
Automotive engineering.
Subjects--Index Terms:
Collision avoidance
Integrated Stabilization and Collision Avoidance for Automated Vehicles in Emergency Scenarios.
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As automated vehicles become more prevalent and capable, venturing out of research labs and onto public streets, they present an opportunity to further improve the safety of their passengers and other road users. This dissertation focuses on safety through the lenses of lateral stabilization and collision avoidance. First, a steering controller that integrates both of these responsibilities is developed, enabling the controller to deviate from a reference path to satisfy stabilization criteria while ensuring such deviations are made safely with respect to obstacles and road edges. Next, this concept is expanded to develop a controller that simultaneously plans lateral and longitudinal forces directly for the purposes of collision avoidance. Finally, the sensitivity of the stability of system to disturbances is analyzed, motivating a controller which models this sensitivity by propagating uncertain disturbances along a prediction horizon in the lateral velocity states. By minimizing this open-loop velocity uncertainty, the controller can plan and execute necessarily aggressive collision avoidance trajectories while reducing its sensitivity to modeling error.
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