NAVDRIFT-0
Intelligent Dead Reckoning · ISRO PS-26168
-.--ATE (m)
-.--ms
ACTIVEGNSS
0Steps
Signal
ISRO SIH 2026
GNSS BLACKOUT — Dead reckoning active
00:00
Simulation
Position Accuracy
-.--
NAVDRIFT ATE m
-.--
Raw IMU ATE m
-.--
Uncertainty σ m
-.--
Speed km/h
Outage History
0
Total outages
0.0
Current s
--
SNAP error m
--
SNAP time ms
Uncertainty Over Time
Position Error
📍 New Delhi
🛰 GNSS: Active
Ground Truth
NAVDRIFT-0
Raw IMU DR
28.6139° N, 77.2090° E
Model Pipeline
DF
DRIFT-Former
Causal Transformer · RoPE · SE(2)+Σ
↓ pose delta + covariance
VAE
NavIC VAE
β-VAE · 32-dim · PoG fusion
↓ constrained estimate
MM
Map Matching
HMM + NHC · OSM constraints
↓ road-snapped pose
SN
SNAP Corrector
Differentiable smoother · <50ms
Algorithm Comparison
MethodATE (m)Max (m)
NAVDRIFT-0----
EKF Baseline----
Raw IMU DR----
Vehicle Speed
Backend
Running JS simulation
Connect to Render API →
Dataset
IO-VNBD
Inertial and Odometry benchmark for ground vehicle positioning
github.com/onyekpeu/IO-VNBD
Event Log
--:--System ready