Journal article
Uninterrupted path planning system for Multi-USV sampling mission in a cluttered ocean environment
Ocean Engineering, Vol.254, Art. 111328
2022
Abstract
This paper presents an uninterrupted collision-free path planning system that facilitates the operational performance of multiple unmanned surface vehicles (USVs) in an ocean sampling mission. The proposed uninterrupted path planning system is developed based on the integration of a novel B-Spline data frame and particle swarm optimization (PSO)-based solver engine. The new B-spline data framing structure provides smart sampling of the candidate spots without needing full stop for completing the sampling tasks. This enables the USVs to encircle the area smoothly while simultaneously correcting the heading angle toward the next spot and preventing sharp changes in the vehicle's heading. Then, the optimization engine generates optimal, smooth, and constraint-aware path curves for multiple USVs to conduct the sampling mission from start point to the rendezvous point. The path generated incorporates controllability over the vehicles' velocity profile to prevent experiencing zero velocity and frequent stop/start switching of the controller. To achieve faster convergence of the optimization routine, a suitable search space decomposition scheme is proposed. Extensive simulation studies emulating a realistic ocean sampling mission are conducted to examine the feasibility and effectiveness of the proposed path planning system. This encapsulates modelling a realistic maritime environment of Indonesian Archipelago in Banda Sea including ocean waves, obstacles, and no-fly zones and introducing several performance indices to benchmark the path planning system performance. This process is accompanied by a comparative study of the proposed path planning system with a well-known state-of-the art piecewise, rapidly exploring random tree (RRT), and differential evolution-based path planning algorithms. The results of the simulation confirm the suitability and robustness of the proposed path planning system for the uninterrupted ocean sampling missions.
Details
- Title
- Uninterrupted path planning system for Multi-USV sampling mission in a cluttered ocean environment
- Authors/Creators
- S. MahmoudZadeh (Author/Creator)A. Abbasi (Author/Creator)A. Yazdani (Author/Creator)H. Wang (Author/Creator)Y. Liu (Author/Creator)
- Publication Details
- Ocean Engineering, Vol.254, Art. 111328
- Publisher
- Elsevier
- Identifiers
- 991005544529907891
- Copyright
- © 2022 Elsevier Ltd.
- Murdoch Affiliation
- School of Engineering and Energy
- Language
- English
- Resource Type
- Journal article
Metrics
120 Record Views
InCites Highlights
These are selected metrics from InCites Benchmarking & Analytics tool, related to this output
- Collaboration types
- Domestic collaboration
- International collaboration
- Citation topics
- 4 Electrical Engineering, Electronics & Computer Science
- 4.237 Safety & Maintenance
- 4.237.2201 Maritime Safety
- Web Of Science research areas
- Engineering, Civil
- Engineering, Marine
- Engineering, Ocean
- Oceanography
- ESI research areas
- Engineering