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Performance Evaluation of IMU and DVL Integration in Marine Navigation
Gen Fukuda1, Daisuke Hatta2, Xiaoliang Guo2
1Department of Maritime Systems Engineering, Tokyo University of Marine Science and Technology, Tokyo 135-8533, Japan.
This study explores using consumer-grade Inertial Measurement Unit (IMU) and Doppler Velocity Log (DVL) for safer ship navigation during Global Navigation Satellite System (GNSS) spoofing. Both tested methods achieved under 1 km horizontal error within an hour.
Area of Science:
- Maritime Navigation
- Sensor Fusion
- Robotics
Background:
- Global Navigation Satellite System (GNSS) spoofing presents a critical risk to maritime logistics and vessel safety.
- Reliance on GNSS for time, positioning, and speed makes maritime operations vulnerable to signal interference or denial.
- Alternative navigation methods like Inertial Measurement Unit (IMU) and Doppler Velocity Log (DVL) are crucial for GNSS-vulnerable scenarios.
Purpose of the Study:
- To investigate the effectiveness of velocity integration using consumer-grade IMU and DVL for dead reckoning in maritime navigation.
- To evaluate the performance of micro electromechanical system (MEMS)-based yaw rate sensors combined with DVL.
- To assess the navigation accuracy of a full IMU-MEMS (gyroscopes and accelerometers) integrated with DVL.
Main Methods:
- Velocity integration using dead reckoning principles with IMU and DVL data.
- Performance evaluation of a MEMS yaw rate sensor paired with DVL on a 50m vessel in Tokyo Bay.
- Assessment of a complete IMU-MEMS (3-axis gyros, 3-axis accelerometers) coupled with DVL, using a gyrocompass for heading reference.
Main Results:
- Both tested navigation methods, MEMS yaw rate with DVL and IMU-MEMS with DVL, demonstrated robust performance.
- The study achieved a horizontal position error of less than 1 km within a 60-minute navigation period.
- Consumer-grade sensors proved viable for alternative navigation, offering a cost-effective solution compared to military-grade equipment.
Conclusions:
- Consumer-grade IMU and DVL systems provide a feasible and accurate alternative for maritime navigation, especially during GNSS disruptions.
- The investigated dead reckoning methods using IMU and DVL are effective in mitigating risks associated with GNSS spoofing and outages.
- This research highlights the potential of affordable sensor combinations for enhancing the resilience of maritime logistics systems.
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