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Department of Applied Mathematics
University of Waterloo
Waterloo, Ontario
Canada N2L 3G1
Phone: 519-888-4567, ext. 32700
Fax: 519-746-4319
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Zhanlue Liang | Applied Mathematics, University of Waterloo
Formation Control of Multi-agent Systems via Impulsive Strategy
Multi-agent systems (MASs) involving cooperative control problems such as consensus tracking of distributed networks, flocking control with obstacle avoidance, and attitude alignment have received a considerable amount of interest over the past few decades because of their broad real-time applications in various fields. As one of the most significant aspects of cooperative control, the formation stabilization process has been studied extensively in relation to cooperative surveillance, unmanned aerial vehicles, spacecraft coordination, autonomous underwater vehicles, etc. In formation tracking control, the fundamental goal is to reach a desired configuration and align with the formation leader from any arbitrary starting position. This can be achieved using various types of distributed control protocols in practice, which facilitate efficient communication and information exchange among agents.
To begin with, we discuss the design of hybrid impulsive control protocols for the formation stabilization of multi-agent systems. By taking various sizes of time delay into account, some sufficient formation stabilization criteria are established via the Razumikhin technique and Lyapunov functional method. It is important to emphasize that the guarantee of stabilization is largely determined by the impulsive strength, the size of the time delays, and the length of the impulsive intervals. In the meantime, the general structure of collision avoidance mechanisms using artificial potential fields (APFs) or braking/gyroscopic forces is also discussed since they are critical for ensuring safety and reducing accident risk in a variety of applications. In comparison, the approach of braking and gyroscopic forces provides better performance by preventing undesired local minima. Moreover, one should realize that the inclusion of such mechanisms will raise the complexity of asymptotic formation stabilization under delay-dependent impulses. Thus, we further consider treating the collision avoidance mechanism as an external input and investigate input-to-state formation stabilization with respect to different impulse classes. In this way, stabilization can still be achieved once environmental obstacles are out of sensing range. Some sufficient conditions benefiting from stabilizing control impulses are derived by employing the Lyapunov Krasovskii functional and impulsive comparison principle. The hybrid impulsive control framework will be kept using throughout the rest of this thesis.
Then, on top of the hybrid impulsive control framework, we extend our formation stabilization results into the following aspects:
Finally, numerical simulations are provided to demonstrate the effectiveness and performance of our analytical results.
Contact Info
Department of Applied Mathematics
University of Waterloo
Waterloo, Ontario
Canada N2L 3G1
Phone: 519-888-4567, ext. 32700
Fax: 519-746-4319
PDF files require Adobe Acrobat Reader
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