ITBMG Fusion+

Omni-sensor Intelligence Layer + Adaptive Predictive Analysis

OmniFusion Index

Unified state of human + device + environment

Index: 18.1

Minimal fusion load /// very quiet environment.

Omni Waveform

Temporal rhythm of fused signals

Rhythm: 6.9 /// temporal heartbeat of this session.

Environmental Resonance Radar

Structural, EM, and motion resonance

Resonance /// Motion=0.0 | EM=15.0 | Thermal=24.0

Behavioral-Thermal Signature

Stress, fatigue, and interaction rhythm (synthetic)

Behavioral-thermal /// Thermal=24.0 | Motion=0.0

Texture Detection

Surface inference (wood, metal, fabric, pocket, table, handheld)

Dominant texture: Table /// hybrid inference.

Room Size Estimation

Small / medium / large / open space (inferred)

Estimated room: Medium /// inferred from network + motion.

Movement Type

Sitting / walking / running / vehicle (inferred)

Movement: Sitting /// motion + jitter fusion.

Building Density

Open / light / dense / heavy metal structures (inferred)

Structural field: Light /// network + EM fusion.

Posture / Fatigue / Ergonomics

Upright / leaning / slouched + fatigue index

Posture: Upright /// Fatigue=0.1

Global Anomaly Detector

Multi-domain deviation from fused baseline

Anomaly: 43.6

Moderate anomaly /// environment or device in flux.

Sensor Availability Matrix

Live capability map from this device

• DeviceMotionAvailable
• DeviceOrientationAvailable
• Network Information APIAvailable
• Battery APIAvailable
• Vibration APIAvailable
• Ambient Light SensorUnavailable
• Proximity SensorUnavailable
• TouchscreenUnavailable

Hybrid mode /// real sensors when available, synthetic inference otherwise.

Predictive Forecast

Adaptive 30–60s projection /// hybrid environmental + behavioral model

/// Motion: 0.0 → short-term drift expected /// EM Noise: 16.5 → minor fluctuations likely /// Thermal: 25.9 → gradual change projected /// Fatigue: 0.1 → slow upward trend