A Novel Visible Light Positioning System Based on the Dual-LED Anchor

被引:8
|
作者
Cao, Xiaoxiang [1 ]
Wang, Xuan [1 ]
Chen, Guoliang [2 ]
Yang, Xiansheng [1 ]
机构
[1] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430072, Peoples R China
[2] China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Peoples R China
基金
中国国家自然科学基金;
关键词
Light emitting diodes; Location awareness; Distance measurement; Receivers; Hardware; Calibration; Frequency modulation; Dual-light-emitting diode (LED) anchor; indoor positioning; phase difference; visible light positioning (VLP); weight matrix design; INDOOR; LOCALIZATION; ARRIVAL; ROBUST;
D O I
10.1109/TIM.2023.3259041
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recently, indoor localization has played a crucial role in the construction of smart homes, smart buildings, and smart cities. Numerous localization technologies have been investigated, and visible light positioning (VLP) as one of the representative technologies has drawn much attention due to its high accuracy, low cost, and friendly infrastructure. Aiming to solve the prominent issues faced by the traditional VLP ranging-model-based localization method, a phase-difference-based ranging method assisted by a dual-light-emitting diode (LED) anchor was first proposed, which can eliminate the negative influences of hardware heterogeneity, environmental differences, and receiver's inclination angle effectively. The key point of the proposed solution is that we innovatively designed an anchor integrated by two closely spaced LEDs replacing the two separated LEDs for distance calculation, which contributed to avoiding the workload of the ranging model's calibration and the dependence on frequency exchange. Furthermore, a weight matrix was introduced in the final localization to restrain the significant error and increase the confidence coefficient of reliable observations. Finally, a brief analysis of the proposed method's theoretical performance was presented and evaluated by extensive experiments. The proposed method was illustrated to be a very competitive system, which obtained a centimeter-level localization accuracy, and showed more advantages than the traditional ranging method, especially when the photodiode (PD)'s inclination angle is not zero.
引用
收藏
页数:12
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