Lane Based Platoon Control of Homogeneous Platoons

Halid Mahama, Yangzhou Chen
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Abstract

The benefits of both homogeneous and heterogeneous platooning of automated vehicles have been reported by many studies. One commonality among such studies has been that platooning does provide a positive impact on traffic dynamics through increased average speeds, flow and capacity. Also due to platooning, fuel consumption is reduced and hence positively impacts the environment through reduced emissions. This is even more so when the percentage of automated vehicles is significantly higher than non-automated vehicles. While obvious that today's and near future highways will have automated and non-automated vehicles coexisting, research points towards homogeneity in order to fully realize the benefits of platooning. Research also indicates that when platooning allows maneuvers such as merging and splitting of platoons, these maneuvers present reduced benefits in traffic dynamics and consequently its impact on the environment. In light of these observations, this study presents a highway architecture that implements and controls lane and destination based fixed-routed platoons of automated vehicles with minimal lane changes. The study demonstrates that confining platoons to vehicles of same off-ramp destinations reduces the need for lane changes to a predetermined number, allows for more stable and longer strings of vehicle platoons of up to 24 vehicles per platoon. When compared to conventional traffic, the model presented shows between 135% and 156% increase in average speeds, 70% reduction in travel times and between 39% and 43.5% increase in highway throughput. The open-source traffic simulator, Simulation of Urban Mobility (SUMO) is used to simulate the model presented in this study.
基于车道的同构排控制
许多研究都报道了同质和异质自动车辆队列的好处。这些研究的一个共同点是,车队确实通过增加平均速度、流量和容量,对交通动态产生了积极影响。此外,由于车队行驶,燃料消耗降低,从而通过减少排放对环境产生积极影响。当自动驾驶汽车的比例明显高于非自动驾驶汽车时,情况更是如此。虽然很明显,在今天和不久的将来,自动驾驶和非自动驾驶车辆将共存,但研究指出,为了充分实现队列行驶的好处,必须实现同质化。研究还表明,当队列允许诸如合并和分割队列之类的机动时,这些机动在交通动态方面的效益会降低,因此对环境的影响也会降低。根据这些观察结果,本研究提出了一种高速公路架构,该架构实现并控制基于车道和目的地的固定路线自动车辆排,并且车道变化最小。研究表明,将车辆排限制在相同的出入口目的地,减少了对预定数量的车道变化的需求,允许更稳定和更长的车辆排,每个排最多24辆车。与传统交通相比,该模型显示平均速度提高135%至156%,行驶时间减少70%,公路吞吐量增加39%至43.5%。利用开源交通模拟器SUMO (Simulation of Urban Mobility)对本文提出的模型进行仿真。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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