Pothole and Hump detection system using IoT
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Abstract
Road Accidents are severe in developing countries as compared to developed countries, especially in India, where the number of vehicles has increased far more than road lengths. Potholes are one of the factors contributing to road accidents. This paper discusses various previous and ongoing methods on identifying the potholes and humps and also proposes a method that is comparatively cost-effective, easy to implement, robust, and can be used widely. Use of Ultrasonic sensor is used for detection of depth and height. The system is structured to capture geographic location via GPS, along with the dimensions of potholes. The sensed data is produced over the cloud via the open-source application, which can be retrieved via mail or Government server and can be used.
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How to Cite
Achary, S., Agarwal, S., Das, D., Yadav, N., & Jain, P. (2020). Pothole and Hump detection system using IoT. SAMRIDDHI : A Journal of Physical Sciences, Engineering and Technology, 12(SUP 1), 06-12. https://doi.org/.
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Research Article
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
References
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[12] Sachin Bharadwaj, Sundra Murthy, Golla Varaprasad “Detection of potholes in autonomous vehicle”, IET Intelligent Transport Systems, Vol.8, No.6, pp.543-549, 2013
[13] Harnani Hassan, Fadzliana Saad and Nor Fazlin Abdul Aziz, et al. “Waste Monitoring System based on Internet-of-Thing (IoT)”, 2018 IEEE Conference on Systems, Process and Control (ICSPC 2018), 14–15 December 2018, Melaka, Malaysia.
[14] Abu Tayab Noman, Md. Salman Khan, Mohammad Emdadul Islam, Humayun Rashid, et al. “A New Design Approach for Gesture Controlled Smart Wheelchair Utilizing Microcontroller”,2018 2nd Int. Conf. on Innovations in Science, Engineering and Technology (ICISET) 27-28 October 2018, Chittagong, Bangladesh.
[15] Satish Kumar Nalluri, Venkata Krishna Bharadwaj Parasaram. (2019). Software-Centric Automation Frameworks Integrating AI and Cybersecurity Principles. International Journal of Engineering Science & Humanities, 9(1), 30–40. Retrieved from https://www.ijesh.com/j/article/view/539
[16] Qusay Shihab Hamad, Dr. Muayad Sadik Croock, Prof. Salih Al Qaraawi, et al. “Efficient Infrared Sensor and Camera Based Monitoring System”, The First International Conference of Electrical, Communication, Computer, Power and Control Engineering ICECCPCE’13/December17-18, 2013.
[17] Alessio Carullo and Marco Parvis, “An Ultrasonic Sensor for Distance Measurement in Automotive Applications”, IEEE SENSORS JOURNAL, VOL. 1, NO. 2, AUGUST 2001.
[18] NEO-6M GPS Module[Online] Available- https://www. electroschematics.com/neo-6m-gps-module/
[19] Blynk[Online] Available-https://blynk.io/
[2] Overview of Road Accidents in India [Online]. Available:https://prsindia.org/policy/vital stats/overview- road-accidents-india
[3] Artis Mednis, Girts Strazdins, Reinholds Zviedris, Georgijs Kanonirs, Leo Selavo, “Real Time Pothole Detection using Android Smartphones with Accelerometers”, In Proceedings
of Distributed Computing in Sensor Systems Workshop, pp.1-6, 2011.
[4] Sandeep Venkatesh, Abhiram E,Rajarajeswari S, Sunil Kumar K M and Shreyas Balakuntala, “An Intelligent System to Detect, Avoid and Maintain Potholes: A Graph Theoretic Approach”, In Proceedings of International Conference on Mobile Computing and Ubiquitous Networking, pp.80, 2014.
[5] Shambhu Hegde, Harish V. Mekali, Golla Varaprasad, “Pothole Detection and Inter vehicular Communication” Technical Report of Wireless Communications Laboratory, BMS College of Engineering, Bangalore 19.
[6] Moazzam, K. Kamal, S. Mathavan, S. Usman, M. Rahman, “Metrology and Visualization of Potholes using the Microsoft Kinect Sensor”, In Proceedings of IEEE Conference on Intelligent Transport System, pp.1284-1291, 2013.
[7] X. Yu and E. Salari, “Pavement Pothole Detection severity Measurement using laser Imaging”, In Proceedings of IEEE International conference on EIT, pp.1-5, 2014.
[8] Kongyang Chen, Mingming Lu, Xiaopeng Fan, Mingming Wei, and Jinwu Wu, “Road Condition Monitoring Using On-board Three-axis Accelerometer and GPS Sensor”, In Proceedings of International ICST conference on Communication and Networking in China, pp.1032-1037, 2011.
[9] Zhen Zhang, Xiao Ai, C. K. Chan and Naim Dahnoun, “An Efficient Algorithm for Pothole Detection using Stereo Vision”, In Proceedings of IEEE Conference on Acoustic, Speech and Signal Processing, pp.564-568, 2014.
[10] He Youquan, Wang Jian, Qiu Hanxing, Zhang Wei, Xie Jianfang, “A Research of Pavement Potholes Detection Based on Three-Dimensional Project Transformation”, In Proceedings of International Congress on Image and Signal Processing, pp.18051808, 2011.
[11] Jin Lin, Yayu Liu, “Potholes Detection Based on SVM in the Pavement Distress Image”, In Proceedings of International Symposium on Distributed Computing and Applications to Business, Engineering and Science, pp.544547,2010.
[12] Sachin Bharadwaj, Sundra Murthy, Golla Varaprasad “Detection of potholes in autonomous vehicle”, IET Intelligent Transport Systems, Vol.8, No.6, pp.543-549, 2013
[13] Harnani Hassan, Fadzliana Saad and Nor Fazlin Abdul Aziz, et al. “Waste Monitoring System based on Internet-of-Thing (IoT)”, 2018 IEEE Conference on Systems, Process and Control (ICSPC 2018), 14–15 December 2018, Melaka, Malaysia.
[14] Abu Tayab Noman, Md. Salman Khan, Mohammad Emdadul Islam, Humayun Rashid, et al. “A New Design Approach for Gesture Controlled Smart Wheelchair Utilizing Microcontroller”,2018 2nd Int. Conf. on Innovations in Science, Engineering and Technology (ICISET) 27-28 October 2018, Chittagong, Bangladesh.
[15] Satish Kumar Nalluri, Venkata Krishna Bharadwaj Parasaram. (2019). Software-Centric Automation Frameworks Integrating AI and Cybersecurity Principles. International Journal of Engineering Science & Humanities, 9(1), 30–40. Retrieved from https://www.ijesh.com/j/article/view/539
[16] Qusay Shihab Hamad, Dr. Muayad Sadik Croock, Prof. Salih Al Qaraawi, et al. “Efficient Infrared Sensor and Camera Based Monitoring System”, The First International Conference of Electrical, Communication, Computer, Power and Control Engineering ICECCPCE’13/December17-18, 2013.
[17] Alessio Carullo and Marco Parvis, “An Ultrasonic Sensor for Distance Measurement in Automotive Applications”, IEEE SENSORS JOURNAL, VOL. 1, NO. 2, AUGUST 2001.
[18] NEO-6M GPS Module[Online] Available- https://www. electroschematics.com/neo-6m-gps-module/
[19] Blynk[Online] Available-https://blynk.io/