研究目的
To propose and prototype a retroreflector-based visible light localization system (RETRO) that enables real-time tracking of passive IoT devices without requiring computation and heavy sensing at the devices.
研究成果
RETRO achieves centimeter-level location accuracy and single-digit orientation error, enabling real-time tracking of passive IoT devices with ultra-low power and no computational capability at the devices. The system utilizes any single unmodified light source, extending the available localization area.
研究不足
The light leaking problem of the retroreflector restricts measurements to zero azimuth angle, limiting the evaluation of localization accuracy. The viewing angle of the LCD shutter affects signal amplitude, potentially restricting the orientation range.
1:Experimental Design and Method Selection:
The RETRO system utilizes a retroreflector to reflect light back to its source, establishing a backward channel for localization. Theoretical models for reflected optical power are derived and validated through experiments.
2:Sample Selection and Data Sources:
A flat LED panel with evenly distributed light is used as the light source. Measurements are taken at different heights and horizontal distances to validate the theoretical models.
3:List of Experimental Equipment and Materials:
Includes a commercial off-the-shelf (COTS) LED Troffer, circular retroreflector PS976, photodiode S6968, and an LCD shutter for modulating the retroreflected light.
4:Experimental Procedures and Operational Workflow:
The PD measures light intensity, and the received optical power is linearly proportional to the output voltage of a resistor, measured by a multimeter. The retroreflector's orientation and location are varied to collect data.
5:Data Analysis Methods:
The localization algorithm uses RSSI and trilateration based on the characterized received optical power. The Levenberg-Marquardt algorithm is employed for optimization.
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