The 4-Layer Mathematical Protocol

Technical breakdown of Meditracce signal processing pipeline: Ingestion, Noise Filtration (Kalman & EWMA), Dynamic Expenditure Calibration, and Adherence-Neutral Presentation.

Layer 01: Telemetry Ingestion

Captures granular raw inputs including meal grams, scale weights, sleep hours, and energy ratings.

Layer 02: Noise Filtration

Dampens acute fluid retention spikes from sodium, glycogen depletion, and training inflammation.

Layer 03: Dynamic Expenditure Calibration

Derives true biological TDEE curve across rolling 14-day energy conservation models.

Layer 04: Adherence-Neutral Presentation

Delivers non-punitive, objective observations directly to the user with 100% local encrypted data storage.