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A Genetic Algorithm Application in Planning Path Using B-Spline Model for Autonomous Underwater Vehicle (AUV)
- Source :
- Applied Mechanics and Materials. 902:54-64
- Publication Year :
- 2020
- Publisher :
- Trans Tech Publications, Ltd., 2020.
-
Abstract
- This paper proposes a method of using the B-spline mathematical model to plan high smoothness curve trajectories with heading condition through given waypoints for autonomous underwater vehicles (AUVs) in particular and ships with rudder systems in general. In addition, this paper examines some of the physical limitations of this vehicle, which lead to some binding conditions of the trajectory. Besides, the paper applies B-spline approximation method to reduce the curvature of the trajectory, when waypoints are too close and we do not need to go through exactly these waypoints in the 2D plane. Finally, this paper also proposes the genetic algorithm application with some modifications to solve the optimization of B-spline path length with constraint in turning radius of the vehicle.
- Subjects :
- Smoothness (probability theory)
010505 oceanography
Computer science
B-spline
010401 analytical chemistry
General Medicine
Curvature
01 natural sciences
0104 chemical sciences
Computer Science::Robotics
Underwater vehicle
Genetic algorithm
Path (graph theory)
Algorithm
0105 earth and related environmental sciences
Subjects
Details
- ISSN :
- 16627482
- Volume :
- 902
- Database :
- OpenAIRE
- Journal :
- Applied Mechanics and Materials
- Accession number :
- edsair.doi...........92ca3841df0193253616f98280e8a783