Table 1.
Data source configuration specifications the following table presents the comprehensive configuration parameters for different sensor types integrated within the multi-modal data fusion architecture, including data formats, sampling frequencies, precision requirements, and communication protocols essential for ensuring seamless data integration and real-time processing capabilities.
| Sensor type | Data format | Sampling frequency | Precision requirements | Communication protocol |
|---|---|---|---|---|
| Visual Cameras | RGB/Depth | 30 FPS | 1920 × 1080, 16-bit | TCP/IP, WebRTC |
| Acoustic Sensors | PCM Audio | 44.1 kHz | 24-bit, 120 dB SNR | UDP, MQTT |
| Temperature Sensors | Digital Signal | 1 Hz | ± 0.1 °C accuracy | LoRaWAN, Zigbee |
| Humidity Sensors | Analog Signal | 0.5 Hz | ± 2% RH precision | LoRaWAN, Zigbee |
| Air Quality Monitors | Multi-parameter | 0.1 Hz | PM2.5 ± 5 µg/m³ | WiFi, Cellular |
| Motion Detectors | Binary/Analog | 10 Hz | 0.5 m spatial resolution | Zigbee, WiFi |
| Light Sensors | Photometric Data | 1 Hz | ± 5% illuminance | LoRaWAN, WiFi |
| Wind Speed Sensors | Vector Data | 2 Hz | ± 0.1 m/s accuracy | LoRaWAN, Cellular |