Acta Optica Sinica, Volume. 44, Issue 22, 2206004(2024)
Multi-Directional Light-Emitting Diodes Aided Visible Light Positioning Scheme Based on Neural Network
Fig. 1. A typical example of MD-LED integrated lamp utilizing pyramid structure and four planar light sources
Fig. 4. Normalized light intensity radiation curves of different types of LEDs. (a) Standard Lambert radiation LED; (b) XLamp®XR-E LED; (c) Z Power LED
Fig. 5. Simulated LE performance of different types of LEDs adopting RSSR-ANN model (α and γ are tilted angles of PD and LED, respectively). (a)(b) Adopt the LED shown in Fig. 4(a); (c)(d) utilize the LED shown in Fig. 4(b); (e)(f) employ the LED illustrated in Fig. 4(c)
Fig. 6. Two prototypes of MD-LED lamps for experimental verification. (a) Utilizing commercially available Lambert radiation LED chips; (b) employing commercially available LED small downlights
Fig. 8. Measured LE performance of proposed scheme exploiting the integrated lamp in Fig. 6. (a)(b) Adopt the MD-LED integrated lamp shown in Fig. 6(a); (c)(d) utilize the MD-LED integrated lamp shown in Fig. 6(b)
Fig. 9. LE performance measured in the reflection scenario. (a) Reflection scenario[20]; (b) measured performance
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Qingxiang Li, Haiyan Liu, Yihui Chen, Yi Cheng, Qianqian Luo, Zhengpeng Li. Multi-Directional Light-Emitting Diodes Aided Visible Light Positioning Scheme Based on Neural Network[J]. Acta Optica Sinica, 2024, 44(22): 2206004
Category: Fiber Optics and Optical Communications
Received: Jun. 5, 2024
Accepted: Aug. 1, 2024
Published Online: Nov. 20, 2024
The Author Email: Qianqian Luo (qqluo@hbuas.com), Zhengpeng Li (zpli@hbuas.com)
CSTR:32393.14.AOS241136