Study on Perception and Communication Systems for Safety of Vulnerable Road Users - Archive ouverte HAL Access content directly
Conference Papers Year :

Study on Perception and Communication Systems for Safety of Vulnerable Road Users

(1, 2) , (2, 1) , (3, 2) , (4, 2)
1
2
3
4

Abstract

—The existing R&D efforts for protecting vulnerable road users (VRU) are mainly based on perception techniques, which aim to detect VRUs utilizing vehicle embedded sensors. The efficiency of such a technique is largely affected by the sensor's visibility condition. Vehicle-to-Pedestrian (V2P) communication can also contribute to the VRU safety by allowing vehicles and pedestrians to exchange information. This solution is, however, largely affected by the reliability of the exchanged information, which most generally is the GPS data. Since perception and communication have complementary features, we can expect that a combination of such approaches can be a solution to the VRU safety. This is the motivation of the current work. We develop theoretical models to present the characteristics of perception and communications systems. Experimental studies are conducted to compare the performances of these techniques in real-world environments. Our results show that the perception system reliably detects pedestrians and other objects within 50 m of range in the line-of-sight (LOS) condition. In contrast, the V2P communication coverage is approximately 340 and 200 meters in LOS and non-LOS (NLOS) conditions, respectively. However, the communication-based system fails to correctly position the VRU w.r.t the vehicle, preventing the system from meeting the safety requirement. Finally, we propose a cooperative system that combines the outputs of the communication and perception systems.
Fichier principal
Vignette du fichier
ITSC2015_CameraReady.pdf (562.83 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-01171605 , version 1 (08-07-2015)

Identifiers

Cite

Pierre Merdrignac, Oyunchimeg Shagdar, Ines Ben Jemaa, Fawzi Nashashibi. Study on Perception and Communication Systems for Safety of Vulnerable Road Users. Intelligent Transportation Systems Conference, ITSC 2015, Sep 2015, Las Palmas de Gran Canaria, Spain. ⟨10.1109/ITSC.2015.304⟩. ⟨hal-01171605⟩
457 View
577 Download

Altmetric

Share

Gmail Facebook Twitter LinkedIn More