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2018 | OriginalPaper | Chapter

Vehicle Detection System Using Tunnel Magnetoresistance Sensor

Authors : Nurul A’in Nadzri, Chai Kar Hoe, Mohd Mawardi Saari, Saifuddin Razali, Mohd Razali Daud, Hamzah Ahmad

Published in: Intelligent Manufacturing & Mechatronics

Publisher: Springer Singapore

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Abstract

Vehicle detectors are useful to provide essential information such as parking occupancy and traffic flow. To create one robust vehicle detector which works not only in controlled environment (i.e. indoor), but it should also work in outdoor environment, a vehicle detection using magnetic approach is proposed. The magnetic signal of a vehicle will be measured based on magnetic remanence technique where it will be processed to a cloud database. To achieve a low-cost and sensitive system, a Tunnel Magnetoresistance (TMR) sensor is employed. With the combinations of software filter and state machine’s algorithm, the occupancy of the car park can be identified with high accuracy. After a few series of real field testing, it is shown that a vehicle in a parking lot can be detected by measuring the surrounding magnetic field that is disrupted by the presence of vehicles. The proposed system is tested for forward and reverse parking, and it shows a high accuracy detection for a B-segment sedan car. It can be expected that by using the proposed technique, detection of vehicles using a low-cost system with capability of online monitoring can be realized.

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Literature
1.
go back to reference Schulz, W., Geis, I.: Future role of cost-benefit analysis in intelligent transport system-research. IET Intell. Transp. Syst. 9, 626–632 (2015)CrossRef Schulz, W., Geis, I.: Future role of cost-benefit analysis in intelligent transport system-research. IET Intell. Transp. Syst. 9, 626–632 (2015)CrossRef
3.
go back to reference Glasmeier, A., Christopherson, S.: Thinking about smart cities. Camb. J. Reg. Econ. Soc. 8, 3–12 (2015)CrossRef Glasmeier, A., Christopherson, S.: Thinking about smart cities. Camb. J. Reg. Econ. Soc. 8, 3–12 (2015)CrossRef
4.
go back to reference Lee, I., Lee, K.: The internet of things (IoT): applications, investments, and challenges for enterprises. Bus. Horiz. 58, 431–440 (2015)CrossRef Lee, I., Lee, K.: The internet of things (IoT): applications, investments, and challenges for enterprises. Bus. Horiz. 58, 431–440 (2015)CrossRef
6.
go back to reference Gorden, R.L., Reiss, R.A., Haenel, H., Case, E.R., French, R.L., Mohaddes, A., Wolcott, R.: Traffic control systems handbook, FHWA-SA-95-032, Washington, D.C., Federal Highway Administration, U.S. Department of Transportation, February, 1996A Gorden, R.L., Reiss, R.A., Haenel, H., Case, E.R., French, R.L., Mohaddes, A., Wolcott, R.: Traffic control systems handbook, FHWA-SA-95-032, Washington, D.C., Federal Highway Administration, U.S. Department of Transportation, February, 1996A
7.
go back to reference Texas Transportation Institute. Alternative vehicle detection technologies for traffic signal systems. Technical Report. Austin. 2008.A Texas Transportation Institute. Alternative vehicle detection technologies for traffic signal systems. Technical Report. Austin. 2008.A
8.
go back to reference US Department of Transportation, Federal Highway Administration: A new look at sensors. Public Roads. 71(3), 32–39 (2007) US Department of Transportation, Federal Highway Administration: A new look at sensors. Public Roads. 71(3), 32–39 (2007)
9.
go back to reference Abdelbaki, H.M., Hussain, K., Gelenbe, E.: A laser intensity image based automatic vehicle classification system. In: 2001 Proceedings of the IEEE Conference on Intelligent Transportation Systems, pp. 460–465 Abdelbaki, H.M., Hussain, K., Gelenbe, E.: A laser intensity image based automatic vehicle classification system. In: 2001 Proceedings of the IEEE Conference on Intelligent Transportation Systems, pp. 460–465
10.
go back to reference Mishra, D.P., Asutkar, G.M.: Vehicle detection and classification using wireless sensor network. IJAREEIE 2(10) (2013) Mishra, D.P., Asutkar, G.M.: Vehicle detection and classification using wireless sensor network. IJAREEIE 2(10) (2013)
Metadata
Title
Vehicle Detection System Using Tunnel Magnetoresistance Sensor
Authors
Nurul A’in Nadzri
Chai Kar Hoe
Mohd Mawardi Saari
Saifuddin Razali
Mohd Razali Daud
Hamzah Ahmad
Copyright Year
2018
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-8788-2_49

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