B4DGM Live

Access the live interactive validation platform of the Bouras 4D Geometry Method (B4DGM).

The environment provides real-time experimental exploration of recursive geometric stabilization, bounded-drift navigation behavior, coherence retention, telemetry balancing, and GNSS-denied recursive navigation workflows.

Platform capabilities include:

• Recursive telemetry stabilization and live error balancing  

• Comparative benchmarking against EKF, inertial, particle-filter, and dead-reckoning systems  

• Monte Carlo validation workflows  

• Real-time observability dashboards and scientific export reporting  

• Hardware telemetry integration and low-latency API connectivity  

• Device-connected telemetry correction experimentation  

• Cross-platform Progressive Web Application (PWA) support  

• Real-time telemetry ingestion from embedded hardware systems  

• ESP32, Raspberry Pi, Pico W and external sensor integration support  

• Scientific benchmark report generation and exportable validation documentation  

• Printable telemetry summaries, synchronization analysis, drift metrics and experimental benchmark reports  

Experimental benchmark campaigns demonstrated bounded recursive drift behavior with strong coherence retention under prolonged high-noise and GNSS-denied trajectories.

Potential applications include:

• Autonomous navigation systems  

• GNSS-denied positioning research  

• Aerospace and UAV telemetry validation  

• Sensor fusion experimentation  

• Multi-agent synchronization research  

• Deep-space and long-horizon navigation studies  

• Embedded telemetry systems and hardware-in-the-loop environments  

Launch the live validation environment: