Environmental monitoring at scale requires distributed sensor networks.
System Requirements
Scalability
Reliability
Low maintenance
Network Architecture
- Sensor Nodes
Air sensors
Gas detectors
Environmental probes
- Communication Layer
LoRaWAN / MQTT
Cellular networks
- Edge Processing
Data filtering
Local storage
- Cloud Platform
Data ingestion
Analytics
Scalability Challenges
Sensor deployment cost
Network coverage
Data volume
Engineering Solutions
Modular architecture
Edge aggregation
Efficient protocols
Conclusion
Scalable sensor networks are the foundation of environmental monitoring in transport systems.
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