Automatic detection of traffic incidents using data obtained from sensors embedded in intelligent freeways

被引：0

作者：

Adeli, Hojjat ^{[1
]}

机构：

[1] College of Engineering, Ohio State University, 470 Hitchcock Hall, 2070 Neil Avenue, Columbus, OH 43210, United States

来源：

Sensor Review | 2002年 / 22卷 / 02期

关键词：

Chaos theory - Data reduction - Fuzzy sets - Highway accidents - Intelligent vehicle highway systems - Neural networks - Pattern recognition - Problem solving - Wavelet transforms;

D O I：

10.1108/02602280210697249

中图分类号：

学科分类号：

摘要：

This paper reviews innovative research done during the past few years on automatic detection of traffic incidents by the author and his associates using data obtained from sensors embedded in intelligent freeways. A multi-paradigm intelligent system approach is employed to solve the complicated and chaotic pattern recognition problem using neural networks, fuzzy logic, and wavelets. Wavelet-based de-noising and feature extraction techniques are employed to eliminate undesirable fluctuations in observed data from traffic sensors. The result is reliable algorithms with high incident detection and very low false alarm rates.

引用

页码：145 / 149

共 50 条

[21] Unobtrusive Heartbeat Detection from Mice Using Sensors Embedded in the Nest
Gurel, Nil Z.
Jeong, Hyeon Ki
Kloefkorn, Heidi
Hochman, Shawn
Iran, Omer T.
2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 1604 - 1607
[22] DESIGN OF INTELLIGENT TRAFFIC LIGHT CONTROLLER USING EMBEDDED SYSTEM
Chavan, Shilpa S.
Deshpande, R. S.
Rana, J. G.
2009 SECOND INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING AND TECHNOLOGY (ICETET 2009), 2009, : 402 - +
[23] Vehicle Detection and Traffic Estimation with Sensors Technologies for Intelligent Transportation Systems
Pankaj P. Tasgaonkar
Rahul Dev Garg
Pradeep Kumar Garg
Sensing and Imaging, 2020, 21
[24] Vehicle Detection and Traffic Estimation with Sensors Technologies for Intelligent Transportation Systems
Tasgaonkar, Pankaj P.
Garg, Rahul Dev
Garg, Pradeep Kumar
SENSING AND IMAGING, 2020, 21 (01):
[25] Traffic Light Intelligent Regulation Using Infrastructure Located Sensors
Alonso, Javier
Godoy, Jorge
Sanz, Roberto
Onieva, Enrique
Milanes, Vicente
Villagra, Jorge
Gonzalez, Carlos
de Pedro, Teresa
Garcia, Ricardo
COMPUTER AIDED SYSTEMS THEORY - EUROCAST 2011, PT II, 2012, 6928 : 398 - 403
[26] Detection of traffic congestion and incidents from GPS trace analysis
D'Andrea, Eleonora
Marcelloni, Francesco
Expert Systems with Applications, 2017, 73 : 43 - 56
[27] Detection of traffic congestion and incidents from GPS trace analysis
D'Andre, Eleonora
Marcelloni, Francesco
EXPERT SYSTEMS WITH APPLICATIONS, 2017, 73 : 43 - 56
[28] A multilevel traffic incidents detection approach: Identifying traffic patterns and vehicle behaviours using real-time GPS data
Kamran, Shoaib
Haas, Olivier
2007 IEEE INTELLIGENT VEHICLES SYMPOSIUM, VOLS 1-3, 2007, : 1237 - 1242
[29] Method for Automatic Slippage Detection With Tactile Sensors Embedded in Prosthetic Hands
Romeo, Rocco A.
Lauretti, Clemente
Gentile, Cosimo
Guglielmelli, Eugenio
Zollo, Loredana
IEEE TRANSACTIONS ON MEDICAL ROBOTICS AND BIONICS, 2021, 3 (02): : 485 - 497
[30] A new method for Fetal Movement Detection Using an Intelligent T-shirt Embedded Physiological Sensors
Zhao, Lvchen
Wu, Wei
Zeng, Xianyi
Koehl, Ludovic
Tartare, Guillaume
2015 IEEE 16TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY (ICCT), 2015, : 563 - 567

← 1 2 3 4 5 →