ble-telemetry-estimation

You estimate SoC and range by feeding fresh BLE controller samples into a unified TelemetrySample pipeline, which separates raw, derived, and estimation layers to deliver accurate physical accumulations and prevent energy drift.

Handling timestamp jitter and non-finite values in telemetry data requires applying built-in pipeline guardrails during data cleansing, ensuring accurate estimations before exporting to CSV.

Yes, you can export BLE telemetry data to CSV for historical analysis. The ingestion pipeline supports CSV export and provides replay tooling to review past controller data and trip insights.

Yes, BLE telemetry estimation works for both vehicles and bikes. It processes controller data from any BLE-controlled vehicle or bike to deliver accurate range and energy estimates.

SoC estimation drifts when integrating multiple BLE data streams if new controller samples do not properly drive physical accumulations. The pipeline prevents this by separating raw and derived estimation layers.