Vehicle Positioning Based on Optical Camera Communication in V2I Environments
Source abstract
Abstract
Demand for precise vehicle positioning (VP) increases as autonomous vehicles have recently been drawing attention. This paper proposes a scheme for positioning vehicles on the move based on optical camera communication (OCC) technology in the vehicle-to-infrastructure (V2I) environment. Light-emitting diode (LED) streetlights and vehicle cameras are used as transmitters and receivers respectively. Regions of streetlights are detected and traced by examining images that are obtained from cameras of vehicles. Then, a scheme for analyzing visible light data extracted from the images is proposed. The proposed vehicle positioning scheme uses information on angles between vectors that are formed under the collinearity conditions between the absolute coordinates of at least three received streetlights, and the coordinates of an image sensor. The experiments are performed under stationary state and moving state at a speed of 5 and 20 km/h. To verify the reliability of the proposed scheme, a comparison is made between the actual and estimated location of the camera in the stationary state. In addition, the path of a moving vehicle and the estimated path of the vehicle are compared to check the performance of the scheme. The performance of the proposed technique is analyzed and experimental demonstration confirms that the proposed OCC-based VP scheme achieves positioning accuracy of under 1 m.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Optical Wireless Communication Technologies · Smart Parking Systems Research · Indoor and Outdoor Localization Technologies
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (47)
Show source-provided references
1. A Tesla in every garage?10.1109/MSPEC.2016.7419798 ↗
2. When will Google's self-driving car really be ready? It depends on where you live and what you mean by “ready” [News]10.1109/MSPEC.2016.7459105 ↗
3. Preparing a nation for autonomous vehicles: Opportunities, barriers and policy recommendations
4. Development of a convenient wireless control of an autonomous vehicle using apple iOS SDK
5. Implementation methodology of embedded land vehicle positioning using an integrated GPS and multi sensor system10.3233/ICA-2010-0330 ↗
6. Autonomous vehicle positioning with GPS in urban canyon environments10.1109/TRA.2002.807557 ↗
7. Performance assessment of a commercial GPS receiver for networking applications
8. Future trends and directions in radar concerning the application for autonomous driving
9. Experimental studies of autonomous driving of a vehicle on the road using LiDAR and DGPS
10. V2X-based vehicular positioning: Opportunities, challenges, and future directions10.1109/MWC.001.2000259 ↗
11. A new vehicle localization scheme based on combined optical camera communication and photogrammetry10.1155/2018/8501898 ↗
12. Vehicle positioning scheme based on visible light communication using a CMOS camera10.1364/OE.433485 ↗
13. Vehicle positioning scheme using V2V and V2I visible light communications
14. On field performance analysis of IEEE 802.11 p and WAVE protocol stack for V2V & V2I communication
15. P2V and V2P communication for pedestrian warning on the basis of autonomous vehicles
16. Survey on street lighting system based on vehicle movements
17. LED street lighting: A power quality comparison among street light technologies10.1177/1477153512450866 ↗
18. Arnon · Advanced Optical Wireless Communication Systems · 201210.1017/CBO9780511979187 ↗
19. A comparative survey of optical wireless technologies: Architectures and applications10.1109/ACCESS.2018.2792419 ↗
20. Visible light communication for connected vehicles: How to achieve the omnidirectional coverage?10.1109/ACCESS.2021.3099772 ↗
21. Visible light communication, networking, and sensing: A survey, potential and challenges10.1109/COMST.2015.2476474 ↗
22. Concurrent illumination and communication: A survey on visible light communication10.1016/j.phycom.2018.12.017 ↗
23. Survey on optical camera communications: Challenges and opportunities10.1049/iet-opt.2014.0151 ↗
24. Current status and performance analysis of optical camera communication technologies for 5G networks10.1109/ACCESS.2017.2681110 ↗
25. Optical camera communication: Motion over camera10.1109/MCOM.2017.1600923 ↗
26. A survey of design and implementation for optical camera communication
27. High-speed asynchronous Optical camera communication using LED and rolling shutter camera
28. Modulation and coding for dimmable visible light communication10.1109/MCOM.2015.7045402 ↗
29. Novel flicker-free optical camera communications based on compressed sensing10.1109/LCOMM.2016.2551718 ↗
30. Optical camera communications: Survey, use cases, challenges, and future trends10.1016/j.phycom.2019.100900 ↗
31. Demonstration of vehicular visible light communication based on LED headlamp10.1007/s12239-016-0035-8 ↗
32. Overlay coding for road-to-vehicle visible light communication using LED array and high-speed camera
33. Self-localization of a heterogeneous multirobot team in constrained 3D space
34. An in-depth survey of visible light communication-based positioning systems10.3390/s16050678 ↗
35. Indoor positioning based on visible light communication: A performance-based survey of real-world prototypes10.1145/3299769 ↗
36. Indoor visible light communication: A tutorial and survey10.1155/2020/8881305 ↗
37. Image-sensor-based visible light communication for automotive applications10.1109/MCOM.2014.6852088 ↗
38. Accuracy of ranging based on DMT visible light communication for indoor positioning10.1109/LPT.2017.2677424 ↗
39. Ghassemlooy · Optical Wireless Communications · 2016 · 54710.1007/978-3-319-30201-0_25 ↗
40. Multiple LED arrays acquisition for image-sensor-based I2V-VLC using block matching
41. “IEEE standard for local and metropolitan area networks–Part 15.7: Shortrange wireless optical communication using visible light,” IEEE Std 802.15.7-2011, pp. 1–309, 2011.
42. Using a CMOS camera sensor for visible light communication
43. Deep learning technique for improving data reception in optical camera communication-based V2I
44. A Gigabit/s indoor wireless transmission using MIMO-OFDM visible-light communications10.1109/LPT.2012.2231857 ↗
45. Compressed sensing-based channel estimation for ACO-OFDM visible light communications in 5G systems10.1186/s13638-016-0774-2 ↗
46. Hartley · Multiple View Geometry in Computer Vision · 200410.1017/CBO9780511811685 ↗
47. Förstner · Photogrammetric Computer Vision · 201610.1007/978-3-319-11550-4 ↗