AI-ML based Intelligent Dead Reckoning system for seamless navigation
Source
- Smart India Hackathon 2026 (opens in a new tab)SIH 2026Collection launched: 21 Aug 2026
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.