RFID Bus Monitoring Dashboard Case Study

Client Context

A regional transit service provider managing over 80 active buses and serving 25,000 corporate passengers daily required automated telemetry tracking systems.

The Challenge

The client operated a metropolitan corporate transit fleet and lacked real-time logging for passenger boardings, leading to vehicle overcrowding. Manual calculations of route durations made optimization difficult.

System Architecture

• 1MQTT brokers handling streaming data packets from hardware scanners via SSL channels
• 2Signal deduplication middleware filtering out duplicate antenna sweeps within a 3-second window
• 3WebSocket streaming connection pushing boarding events directly to dispatch consoles
• 4TimescaleDB analytical structures tracking historical travel durations

The Engineering Solution

We deployed a hardware-connected telemetry dashboard that links edge scanner devices to PostgreSQL/TimescaleDB. The frontend presents real-time maps showing vehicle positions, boarding alerts, and route speed alerts.

Results & Commercial Impact

Passenger check-in registration accuracy reached 99.8%. Operators optimized fleet scheduling, reducing average delays by 18 minutes per route, and automated overcrowding warnings.