Bioinspired Tracking Control of High Speed Nonholonomic Ground Vehicles

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Date

2015-10-04

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Hindawi

Abstract

The behavior of nature’s predators is considered for designing a high speed tracking controller for nonholonomic vehicles, whose dynamicsare represented using a unicycle model. To ensure that the vehicle behaves intuitively and mimics the biologically inspiredpredator-prey interaction, saturation constraints based on Ackermann steering kinematics are added. A new strategy for mapping commandsback into a viable envelope is introduced, and the restrictions are accounted for using Lyapunov stability criteria. Followingverification of the saturation constraints, the proposed algorithm was implemented on a testing platform. Stable trajectories of up to 9 m/swere achieved. The results presented show that the algorithm demonstrates significant promise in high speed trajectory tracking withobstacle avoidance.

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Citation

Adam Shoemaker and Alexander Leonessa, “Bioinspired Tracking Control of High Speed Nonholonomic Ground Vehicles,” Journal of Robotics, vol. 2015, Article ID 919073, 15 pages, 2015. doi:10.1155/2015/919073