Modern vehicles are equipped with a myriad of sensors. Proprioceptive sensors monitor the
vehicle status and operation, whereas exteroceptive ones sense the external environment …

Abstract Emergency Vehicle Detection (EVD) is a critical task in transportation management.
Vehicle audio analysis provides affordable and insightful data, compared to established yet …

The paper addresses acoustic vehicle speed estimation using single sensor measurements.
We introduce a new speed-dependent feature based on the attenuation of the sound …

The paper addresses acoustic vehicle detection and speed estimation from single sensor
measurements. We predict the vehicle's pass-by instant by minimizing clipped vehicle-to …

Whereas a very large number of sensors are available in the automotive field, currently just
a few of them, mostly proprioceptive ones, are used in telematics, automotive insurance, and …

The effectiveness of intelligent transportation systems (ITS) strongly relies on the quality of
input data provided by traffic monitoring sensors. Conventional traffic sensors such as …

In the past, the type approval of road vehicles with regard to the production of pollutants was
carried out exclusively in the form of laboratory tests. Laboratory tests determined the course …

This paper presents an approach to acoustic vehicle speed estimation using audio data
obtained from single-sensor measurements. One-dimensional convolutional neural network …

We consider improving the performance of a recently proposed sound-based vehicle speed
estimation method. In the original method, an intermediate feature, referred to as the …

Engine fault diagnosis is a critical task in automotive aftermarket management. Developing
appropriate fault-labeled datasets can be challenging due to nonlinearity variations and …