Applicability of Transfer Function to Disturbance Growth Estimation and Traffic Stability

Jiazu Zhou, Tian-tian Dong, Feng Zhu
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Abstract

In linear stability analysis, some unrealistic assumptions (e.g., small and long wavelength disturbance) are made for the derivation of the transfer function, which may result in an inaccurate estimation of disturbance growth rate and incorrect judgment of traffic stability. To gain more insights into the relaxation of assumptions on disturbance, this paper studies the effect of disturbance magnitude and frequency on the accuracy of disturbance growth rate estimation and the applicability of transfer function to traffic stability. The disturbance growth rates of several car-following (CF) models, including both linear and nonlinear CF models, are examined through two-vehicle simulations. The calibrated growth rate is then verified with a simulation involving a long vehicle platoon. The simulation results demonstrate that the calibrated growth rate from a two-vehicle CF pair is applicable to predict the disturbance magnitude of a long platoon. In addition, a concave growth pattern is observed, for which a novel explanation is provided based on the traditional deterministic CF model for the first time.
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传递函数在扰动增长估算和交通稳定性方面的适用性
在线性稳定性分析中,一些不切实际的假设(如小波长和长波长扰动)被用于推导传递函数,这可能导致对扰动增长率的估计不准确和对交通稳定性的判断不正确。为了进一步了解扰动假设的放宽情况,本文研究了扰动大小和频率对扰动增长率估计准确性的影响,以及传递函数对交通稳定性的适用性。本文通过双车模拟研究了几种汽车跟随(CF)模型的干扰增长率,包括线性和非线性 CF 模型。然后通过涉及长车排的模拟验证了校准增长率。模拟结果表明,来自双车 CF 对的校准增长率适用于预测长排的干扰幅度。此外,还观察到一种凹形增长模式,并首次基于传统的确定性 CF 模型对此提供了新的解释。
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