Cooperative Control of Multi-Agent Systems : Optimal and Adaptive Design Approaches PDF
by Frank L. Lewis, Hongwei Zhang, Kristian Hengster-Movric, Abhijit Das
Part of the Communications and Control Engineering series
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Description
Cooperative Control of Multi-Agent Systems extends optimal control and adaptive control design methods to multi-agent systems on communication graphs. It develops Riccati design techniques for general linear dynamics for cooperative state feedback design, cooperative observer design, and cooperative dynamic output feedback design. Both continuous-time and discrete-time dynamical multi-agent systems are treated. Optimal cooperative control is introduced and neural adaptive design techniques for multi-agent nonlinear systems with unknown dynamics, which are rarely treated in literature are developed. Results spanning systems with first-, second- and on up to general high-order nonlinear dynamics are presented.
Each control methodology proposed is developed by rigorous proofs. All algorithms are justified by simulation examples. The text is self-contained and will serve as an excellent comprehensive source of information for researchers and graduate students working with multi-agent systems.
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- Format:PDF
- Publisher:Springer London
- Publication Date:31/12/2013
- Category:
- ISBN:9781447155744
Information
-
Download Now
- Format:PDF
- Publisher:Springer London
- Publication Date:31/12/2013
- Category:
- ISBN:9781447155744