A Non-Invasive Method for the Safe Interaction of Cities and Electric Vehicle Fleets

Electric and hybrid vehicles are growing in popularity. While these vehicles produce less pollution, they also produce less audible noise, especially at lower speeds. This makes it harder for pedestrians and cyclists to detect an approaching vehicle. Thus, an additional system is required to detect electric and hybrid vehicles and alert pedestrians and cyclists of their whereabouts, especially while these vehicles are driving at low speeds in cities. This paper introduces one such method based on high frequency audio emissions that are present in EVs, which arise, for example, from the process of magnetostriction. Our method is tested experimentally using four different tests vehicles, and a preliminary EV detection algorithm is also presented.

[1]  Gillian Harrison,et al.  An exploratory policy analysis of electric vehicle sales competition and sensitivity to infrastructure in Europe , 2017 .

[2]  S Maity,et al.  Determination of Path Coefficients and Its Application in Road Traffic Noise Annoyance – a Theoretical Approach , 2006, Environmental monitoring and assessment.

[3]  Zehang Sun,et al.  On-road vehicle detection: a review , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[4]  Robert Goraj,et al.  Rotor dynamics and stator vibrations of a novel IPM synchronous motor , 2015 .

[5]  Roger Lew,et al.  Auditory detection and localization of approaching vehicles. , 2012, Accident; analysis and prevention.

[6]  A Widom,et al.  Theory of the Maxwell pressure tensor and the tension in a water bridge. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[7]  Katie Tataris,et al.  Incidence rates of pedestrian and bicyclist crashes by hybrid electric passenger vehicles: an update. , 2014, Annals of emergency medicine.

[8]  P. Welch The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms , 1967 .

[10]  Sebastian Thrun,et al.  Practical object recognition in autonomous driving and beyond , 2011, Advanced Robotics and its Social Impacts.

[11]  Mingming Liu,et al.  A New Take on Protecting Cyclists in Smart Cities , 2017, IEEE Transactions on Intelligent Transportation Systems.

[12]  Raimund Erbel,et al.  Long-Term Urban Particulate Air Pollution, Traffic Noise, and Arterial Blood Pressure , 2011, Environmental health perspectives.