Encode
Build a shared basis.
Sender and receiver agree on a model of the signal up front. Telemetry is encoded against this basis, capturing structure while stripping what can be predicted.

Transmit
Only the unpredictable moves
Raw sensor data stays on the device. Only the residual (what the model cannot predict) is transmitted. Bandwidth drops dramatically without losing fidelity.

Reconstruct
Exact signal recovery
The receiver regenerates the basis locally and, once the coefficients are released, reconstructs the exact original reading. No approximation, no loss.