Ultrasonic sensor based traffic information acquisition system; a cheaper alternative for ITS application in developing countries

Abstract The use of Intelligent Traffic System (ITS) for traffic congestion and jams management has yielded successful results over the years. ITS which uses various hardware and software tools to capture traffic flow, automatically adjustment traffic signalling lights and vehicle speed limit displays is making most developed cities smarter by helping control traffic flow thereby minimizing congestion. An effective ITS requires excellent traffic information acquisition modules which has seen a lot of techniques already implemented. The mode of installation and maintenance of traffic information acquisition modules affect the cost of ITS significantly. In order to minimize the cost of installation and maintenance, the use of ultrasonic sensor for traffic flow has also been proposed. However, its challenges are the horizontal mount of sensors which makes them susceptible to interference by non-vehicular moving objects, number of sensors used for implementation, and energy consumption of modules due to system design. This paper therefore proposes an overhead or vertical sensor mount, single sensor for a node, and congestion estimation based on Occupancy Ratio algorithm. Experimental results indicate that the design can effectively be used to determine road conditions at a relatively cheaper cost as compared with other ultrasonic sensor implementations.

[1]  Pengjun Zheng,et al.  An Investigation on the Manual Traffic Count Accuracy , 2012 .

[2]  Cheng Cheng,et al.  Parallel Traffic Management for the 2010 Asian Games , 2010, IEEE Intelligent Systems.

[3]  Gunter Kompa,et al.  Applications using a low-cost baseband pulsed microwave radar sensor , 2001, IMTC 2001. Proceedings of the 18th IEEE Instrumentation and Measurement Technology Conference. Rediscovering Measurement in the Age of Informatics (Cat. No.01CH 37188).

[4]  Amin Kianpisheh,et al.  Smart Parking System (SPS) Architecture Using Ultrasonic Detector , 2012 .

[5]  Mohd Yamani Idna Idris,et al.  Parking Guidance System Utilizing Wireless Sensor Network and Ultrasonic Sensor , 2009 .

[6]  Michalis E. Zervakis,et al.  A survey of video processing techniques for traffic applications , 2003, Image Vis. Comput..

[7]  Inbum Jung,et al.  Traffic Information Acquisition System with Ultrasonic Sensors in Wireless Sensor Networks , 2014, Int. J. Distributed Sens. Networks.

[8]  Inbum Jung,et al.  Analysis of Vehicle Detection with WSN-Based Ultrasonic Sensors , 2014, Sensors.

[9]  Mingguang Wu,et al.  An overview of research on weigh-in-motion system , 2004, Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788).

[10]  Vilas Kharat,et al.  Intelligent Road Traffic Control System for Traffic Congestion A Perspective , 2018, International Journal of Computer Sciences and Engineering.

[11]  Lelitha Vanajakshi,et al.  An Improved Inductive Loop Detector Design for Efficient Traffic Signal Operations and Leaner Space Requirements , 2018 .

[12]  Patrick Tracy McGowen,et al.  Accuracy of Pneumatic Road Tube Counters , 2011 .