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2D Optimal Trajectory Planning Problem in Threat Environment for UUV with Non-Uniform Radiation Pattern
Andrey A Galyaev1, Pavel V Lysenko1, Victor P Yakhno1
1Institute of Control Sciences of RAS, 117997 Moscow, Russia.
This study optimizes unmanned underwater vehicle (UUV) routes for minimal energy and signal emissions. It develops algorithms for efficient path planning, considering non-uniform radiation patterns for safer, cost-effective UUV navigation.
Area of Science:
- Robotics and Control Systems
- Ocean Engineering
- Applied Mathematics
Background:
- Path planning is crucial for Unmanned Underwater Vehicles (UUVs) in diverse applications.
- Key objectives include ensuring safe routes while minimizing energy consumption and signal emissions.
- On-board UUV path planning necessitates computationally efficient algorithms for trajectory generation.
Purpose of the Study:
- To address the problem of optimal route planning for UUVs with non-uniform radiation patterns.
- To develop and prove necessary and sufficient optimality conditions for this specific variational problem.
- To extend optimality conditions to multi-link motion paths and investigate non-ideal scenarios.
Main Methods:
- Formulation of the optimal route planning problem as a two-point variational problem.
- Derivation and proof of necessary and sufficient optimality conditions.
- Analysis of cases where optimality conditions are not met, linked to specific radiation patterns.
- Extension of sufficient optimality conditions to two-link and multi-link motion paths.
- Development of software tools and performance of computer simulations.
Main Results:
- Established optimality conditions for UUV path planning with non-uniform radiation patterns.
- Identified specific radiation pattern characteristics influencing optimality.
- Demonstrated the applicability of the method to complex, multi-link UUV movements.
- Validated the approach through simulations across various radiation pattern types.
Conclusions:
- The proposed variational approach provides a robust framework for optimal UUV path planning.
- The findings are particularly relevant for UUVs operating in environments where radiation patterns are critical.
- The developed methods and software enable efficient and effective UUV mission planning.
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