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No. 1396Problem statementMobility and logistics

AI-ML based Intelligent Dead Reckoning system for seamless navigation

Source

Source summary

Develop a smartphone app and edge engine maintaining vehicle navigation through GNSS outages using AI/ML IMU dead reckoning and fusion, without OBD/speedometer wiring. Calibrate phone alignment, filter vibration/potholes, infer velocity, constrain trajectories with offline roads and transition back to GNSS seamlessly. Train before deployment, demonstrate IO-VNBD-based preliminary results and support external IMUs as well as phones. Targets include drift below 10% of distance during blackout, 10 Hz phone updates and around 200 Hz with suitable FOG-IMU edge input. Lane-level language is an aspiration, not established accuracy.