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NAViLoss: An Underwater Navigation-Aware Dual-Residual Objective for Physics-Consistent Learning

Sahoo, Arup Kumar et al.
arXiv (All) · Papers
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machine-learningrobotics
Autonomous underwater vehicles (AUVs) commonly rely on inertial navigation systems (INS) aided by Doppler velocity logs (DVLs) for reliable underwater navigation. Accurate DVL velocity estimation is therefore essential for successful operation. Recent learning-based methods have demonstrated improve
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