Performance Limits for Fingerprinting-Based Indoor Optical Communication Positioning Systems Exploiting Multipath Reflections

IEEE Photonics Journal

Hamid Hosseinianfar¹  Maite Brandt-Pearce¹ 

[1] Charles L. Brown Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA, USA;

关键词: Visible light communication (VLC);    Cramer-Rao lower bound (CRLB);    indoor localization;    visible light positioning;    multipath reflections;   

DOI  :  10.1109/JPHOT.2020.2991472

来源: DOAJ

【 摘 要 】

Multipath reflection degrades the performance of visible light communications (VLC) based localization systems, where it is often considered as a strong random noise. However, due to the inherent transmission features of light, the optical wireless indoor channel is static; therefore, multipath components can be modeled as deterministic functions of the transceiver location, furnishings, and room geometry. In this paper, we investigate the performance limits of fingerprinting-based localization with multipath reflection as a source of information, i.e., a fingerprinting map. Limits on the localization accuracy are determined using the Cramer-Rao lower bound (CRLB) for different numbers of photodetectors deployed in the system and received signal features captured. The tightness of the analytical CRLB is tested by comparing it to the performance of a fingerprint-based positioning algorithm that uses the nearest neighbor method. Simulation results show an achievable root mean squared positioning accuracy of 45 cm and 5 cm (for one and four photodetectors, respectively), for an empty room. We then investigate the practical limitations on localization accuracy caused by a narrow transceiver bandwidth. Numerical results show that the localization system can still achieve decimeter accuracy for system bandwidths of 200 MHz, which makes fingerprinting schemes practical for off-the-shelf infrared devices.

【 授权许可】

Unknown