Vehicle-classification algorithm based on component analysis for single-loop inductive detector

S Meta, MG Cinsdikici - IEEE Transactions on Vehicular …, 2010 - ieeexplore.ieee.org
This paper presents a novel vehicle-classification algorithm that uses the time-variable
signal generated by a single inductive loop detector. In earlier studies, the noisy raw signal …

Vehicle classification system using in-pavement fiber Bragg grating sensors

Y Huang, P Lu, D Tolliver - IEEE Sensors Journal, 2018 - ieeexplore.ieee.org
Vehicle classification is critical due to its significant use in transportation and pavement
management and maintenance. In this paper, a vehicle classification system is developed …

Classification and speed estimation of vehicles via tire detection using single‐element piezoelectric sensor

S Rajab, MO Al Kalaa, H Refai - Journal of advanced …, 2016 - Wiley Online Library
This paper presents novel vehicle classification technology by utilizing a single‐element
piezoelectric sensor placed diagonally on a traffic lane to accurately identify vehicles …

Vehicle classification and accurate speed calculation using multi-element piezoelectric sensor

SA Rajab, A Mayeli, HH Refai - 2014 IEEE Intelligent Vehicles …, 2014 - ieeexplore.ieee.org
Vehicle monitoring and classification is a necessary Intelligent Transportation System ITS
activity, as nationwide departments of transportation (DOT) use the information to effectively …

A novel vehicle classification using embedded strain gauge sensors

W Zhang, Q Wang, C Suo - Sensors, 2008 - mdpi.com
This paper presents a new vehicle classification and develops a traffic monitoring detector to
provide reliable vehicle classification to aid traffic management systems. The basic principle …

Application of random forest algorithm to classify vehicles detected by a multiple inductive loop system

N Joshi, B George, L Vanajakshi - 2012 15th International …, 2012 - ieeexplore.ieee.org
This paper presents a suitable algorithm to classify vehicles detected by a multiple inductive
loop system, developed for measuring traffic parameters in a heterogeneous and no-lane …

[PDF][PDF] A highly selective vehicle classification utilizing dual-loop inductive detector

J Gajda, M Stencel - Metrology and measurement systems, 2014 - bibliotekanauki.pl
In general, currently employed vehicle classification algorithms based on the magnetic
signature can distinguish among only a few vehicle classes. The work presents a new …

Automatic vehicle classification in systems with single inductive loop detector

J Gajda, M Mielczarek - Metrology and Measurement Systems, 2014 - yadda.icm.edu.pl
The work proposes a new method for vehicle classification, which allows treating vehicles
uniformly at the stage of defining the vehicle classes, as well as during the classification …

Novel vehicle and motorcycle classification using single element piezoelectric sensor

SA Rajab, AS Othman, HH Refai - 2012 15th International IEEE …, 2012 - ieeexplore.ieee.org
Accurate data reporting ensures suitable roadway design for safety and capacity. Currently,
vehicle classifier devices employ inductive loops, piezoelectric sensors, or some …

A high-range-resolution microwave radar system for traffic flow rate measurement

Y Xuan, H Meng, X Wang… - Proceedings. 2005 IEEE …, 2005 - ieeexplore.ieee.org
The estimation of traffic flow parameters is a fundamental problem in intelligent traffic
systems. This paper presents a system based on a microwave radar with high range …