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Path Planning in Threat Environment for UUV with Non-Uniform Radiation Pattern
Andrey A Galyaev1, Alexander V Dobrovidov1, Pavel V Lysenko1
1Institute of Control Sciences of RAS, 117997 Moscow, Russia.
Sensors (Basel, Switzerland)
|April 11, 2020
Summary
This study solves optimal trajectory planning for unmanned underwater vehicles (UUVs) to minimize sonar detection risk. It introduces a novel approach considering the UUV
Area of Science:
- Robotics
- Ocean Engineering
- Acoustics
Background:
- Optimal trajectory planning is crucial for Unmanned Underwater Vehicle (UUV) operations.
- Minimizing detection risk from static sonar is a key challenge in UUV navigation.
- Previous research often assumes uniform acoustic radiation patterns, which is unrealistic.
Purpose of the Study:
- To analytically solve the problem of optimal trajectory planning for UUVs.
- To minimize the probability of detection by a static sonar.
- To account for the non-uniform acoustic radiation pattern of the UUV.
Main Methods:
- Derivation of the probability of non-detection based on the UUV's acoustic field.
- Utilizing the non-detection probability as the optimization criterion.
- Analytical solution for the optimal trajectory and velocity profile.
Main Results:
- The probability of non-detection was mathematically derived.
- This probability was successfully used as an effective optimization criterion.
- The optimal trajectory and velocity law for the UUV were determined.
Conclusions:
- The study provides an analytical solution for UUV trajectory planning under sonar detection constraints.
- Incorporating a non-uniform radiation pattern leads to more realistic and effective evasion strategies.
- The findings enable UUVs to navigate more stealthily, minimizing detection risk.
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