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Adaptive message forwarding for avoiding broadcast storm and guaranteeing delay in active safe driving VANET

机译:自适应消息转发,可避免广播风暴并确保主动安全驾驶VANET的延迟

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摘要

Active safe driving has been extensively studied to avoid vehicle accidents or traffic jam by using the inter-vehicle communications (IVC) in Vehicular Adhoc NETworks and Intelligent Transport Systems (ITSs). In IVC, the shared emergency message certainly brings several advantages: achieving active safe driving, avoiding vehicle accidents, avoiding blind-driving in traffic jam, balancing vehicle traffic loads, etc. However, the shared (emergency) message always forwarded through broadcasting that suffers from broadcast storm and flooding of messages, and then yields a long forwarding delay and degrades the synchronization interval of the application of adaptive cruise control. Thus, to guarantee real-time forwarding of emergency messages (EMs) needs to be addressed for successfully achieving an efficient active safe driving in ITS. This paper thus proposes the Adaptive Forwarding message and Cooperative Safe driving (namely AFCS) for achieving active safe driving mechanism. AFCS avoids flooding the broadcast-type Ems, and then guarantees QoS transmissions of EMs and the real-time driving video information sharing among vehicles. Furthermore, we model an analytical model to analyze several important parameters: packet forwarding delay, packet connectivity probability, number of forwarded messages, etc. Additionally, the proposed approach is applied to cooperate with the cooperative-based ACC to reduce the butterfly effect when vehicles suddenly brake. Numerical results demonstrate that AFCS outperforms the compared approaches in transmission range, connectivity probability, total number of forwarding messages, number of hop-counts, the end-to-end delay, and the butterfly effect. The analysis result is close to the simulation result, and thus justifies the claims of the analytical model.
机译:通过使用车辆专用网络和智能运输系统(ITSs)中的车辆间通信(IVC),对主动安全驾驶进行了广泛的研究,以避免车辆事故或交通拥堵。在IVC中,共享的紧急消息肯定具有以下优点:实现主动安全驾驶,避免车辆事故,避免交通拥堵时的盲目驾驶,平衡车辆的交通负荷等。但是,共享(紧急)消息始终会通过广播转发,这会受到影响广播风暴和消息泛洪,从而产生长转发延迟,并降低自适应巡航控制应用的同步间隔。因此,为了确保在ITS中成功实现有效的主动安全驾驶,需要解决紧急消息(EM)的实时转发问题。因此,本文提出了自适应转发消息和合作安全驾驶(AFCS),以实现主动安全驾驶机制。 AFCS避免了广播型Ems泛滥,然后保证了EM的QoS传输以及车辆之间的实时驾驶视频信息共享。此外,我们建立了一个分析模型,以分析几个重要参数:数据包转发延迟,数据包连接概率,转发的消息数等。此外,该方法还与基于协作的ACC协作以减少车辆时的蝴蝶效应突然刹车。数值结果表明,AFCS在传输范围,连接概率,转发消息总数,跳数,端到端延迟和蝴蝶效应方面均优于比较方法。分析结果接近于模拟结果,因此证明了分析模型的合理性。

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