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HAHR Reference Architecture

A systems scaffold for Human Activity and Health Recognition across four sensing lineages.

Sensing lineages
4
Scope
macro to micro

Overview

A reference architecture for Human Activity and Health Recognition (HAHR), a principled scaffold that spans the full sensing-to-inference pipeline across four distinct sensing modalities.

Approach

The architecture covers four sensing lineages: wearable inertial (IMU-based activity and gait), bio-impedance (body composition and physiological state), ambient RF sensing (WiFi CSI-based presence and motion), and vision-based recognition. It is designed to support building HAHR systems from macro behavioral signals down to micro physiological indicators.

Specifications

Lineages
IMU, bio-impedance, RF/CSI, vision
Method
Double Diamond + Waterfall