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Information Journal Paper

Title

A MANEUVER-BASED MOTION PLANNING APPROACH FOR UAVS BY PARTICLE SWARM OPTIMIZATION METHOD

Pages

  21-27

Abstract

 Improvements in the level of autonomy of unmanned air vehicles (UAVs) are highly desirable and under pursuit by many researchers. The MOTION PLANNING problem is one of the vital issues for autonomous vehicles. In MOTION PLANNING, a trajectory is provided for the vehicle from a known location to a predefined target point. In order to provide feasible trajectories, one needs to consider the vehicle performance and dynamic constraints. In this regard, in the current research, by utilizing the nonlinear dynamic model and performance and dynamic capabilities of the vehicle, feasible trajectories are generated. PARTICLE SWARM OPTIMIZATION method is enhanced to handle the MOTION PLANNING problem. Evaluation of the proposed algorithm, via simulating various scenarios, reveals its capability in generating optimal trajectories through terrain and threat obstacles.

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  • Cite

    APA: Copy

    KARIMI, J., & POURTAKDOUST, S.H.. (2016). A MANEUVER-BASED MOTION PLANNING APPROACH FOR UAVS BY PARTICLE SWARM OPTIMIZATION METHOD. AEROSPACE MECHANICS JOURNAL, 12(1 (43) (DYNAMICS, VIBRATIONS AND CONTROL)), 21-27. SID. https://sid.ir/paper/102020/en

    Vancouver: Copy

    KARIMI J., POURTAKDOUST S.H.. A MANEUVER-BASED MOTION PLANNING APPROACH FOR UAVS BY PARTICLE SWARM OPTIMIZATION METHOD. AEROSPACE MECHANICS JOURNAL[Internet]. 2016;12(1 (43) (DYNAMICS, VIBRATIONS AND CONTROL)):21-27. Available from: https://sid.ir/paper/102020/en

    IEEE: Copy

    J. KARIMI, and S.H. POURTAKDOUST, “A MANEUVER-BASED MOTION PLANNING APPROACH FOR UAVS BY PARTICLE SWARM OPTIMIZATION METHOD,” AEROSPACE MECHANICS JOURNAL, vol. 12, no. 1 (43) (DYNAMICS, VIBRATIONS AND CONTROL), pp. 21–27, 2016, [Online]. Available: https://sid.ir/paper/102020/en

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