Adaptive Speed Control Scheme Based on Congestion Level and Inter-Vehicle Distance
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초록

Cellular vehicle-to-everything (C-V2X) enables short-distance communication between vehicles and other users to improve road safety through data sharing. Conventional research on C-V2X typically assumes that vehicles travel at the same speed with a fixed inter-vehicle distance (Disinter). However, this assumption does not reflect the real driving environment or promote road traffic efficiency. Conversely, assigning different speeds to vehicles without a structured approach inevitably increases the collision risk. Therefore, determining appropriate speeds for each vehicle in the C-V2X framework is crucial. To this end, considering the road environment and mobility, this study introduces an adaptive speed mechanism based on the congestion level of a zone and Disinter. First, the given scenario is divided into several zones. Subsequently, based on the congestion level of a zone and the Disinter level, an adaptive speed is defined for each vehicle. This approach ensured that vehicles adopt lower speeds in congested situations to reduce the collision probability and higher speeds in sparse traffic cases to improve traffic efficiency. The performance of the proposed adaptive speed scheme is compared with that of conventional fixed-speed settings. The results show that the adaptive speed control scheme outperforms conventional fixed-speed schemes in terms of the packet reception ratio (PRR) and collision ratio (CR). Specifically, the proposed mechanism can reduce the CR to 0 and ensure that the PRR is higher than 0.98 in low-density scenarios.

키워드

cellular vehicle-to-everything (C-V2X)safety distanceinter-vehicle distanceadaptive speedtransportation efficiencytraffic managementCRUISE CONTROLTECHNOLOGIES
제목
Adaptive Speed Control Scheme Based on Congestion Level and Inter-Vehicle Distance
저자
Yin, JichengHwang, Seung-Hoon
DOI
10.3390/electronics13132678
발행일
2024-07
유형
Article
저널명
Electronics
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