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Connected Home sensors with Behavioral analysis - Coggle Diagram
Connected Home sensors with Behavioral analysis
Layer
Sensor & Device Layer
Environmental & Utility
Temperature, humidity, air quality (CO₂, VOC, PM2.5)
Light/illuminance sensors
Smart meters (electricity, gas, water)
Motion & Presence
PIR (Passive Infrared) sensors
mmWave / UWB radar sensors
Cameras (RGB, IR, depth)
Pressure/contact sensors (floor mats, beds, chairs)
Security
Door/window open/close sensors
Glass-break/vibration sensors
Smart locks
Appliance & Energy
Smart plugs/outlets
Embedded appliance sensors (fridge, washing machine, HVAC)
Health & Wellbeing
Wearables (heart rate, SpO₂, sleep tracking)
Non-intrusive health monitoring (toilet sensors, bed sensors, gait analysis via floor sensors)
Communication & Networking Layer
IoT Protocols
Zigbee
Z-Wave
Bluetooth LE
Thread
Matter
High Bandwidth
Wi-Fi (for cameras, hubs)
Wide-area
LPWAN
5G
LTE-M
NB-IoT
Gateways & Hubs
Local smart home hubs
Edge controllers
Data Processing Layer
Edge processing
Cloud processing
AI & Behavioral Analysis Layer
Data Analytics
Sensor fusion (combining motion + temperature + light + occupancy)
Time-series pattern recognition (daily/weekly routines)
Context awareness (work vs. leisure activity)
ML Models
Supervised (activity recognition)
Unsupervised (anomaly detection)
Reinforcement (adaptive automation)
Behavioral Intelligence
Routine modeling
Anomaly detection (intrusion/falls)
Predictive control (comfort & energy)
Governance & Support Layer
Privacy & Security
Encryption
Federated learning
Anonymization
Interoperability Standards
Matter
OpenHAB
Apple homeKit
Google home
Amazon alexa
Regulatory Compliance
GDPR
HIPAA
Local energy/privacy laws
Application Layer
Smart Living
Comfort automation (lighting, HVAC, entertainment)
Personalized settings
Safety & Security
Intrusion detection
Access monitoring
Leak/fire alerts
Energy & Sustainability
Energy optimization
Demand response
Smart grid integration
Health & Assisted Living
Elderly care
Remote patient monitoring
Behavior change nudges