A Traffic Prediction for Intelligent Transportation System using Machine Learning
V.Geetha1, C K Gomathy2, T. Harshitha3, P. Vijay Nagendra Varma4
1Dr. V. Geetha, Assistant Professor, Computer Science and Engineering Department, SCSVMV Deemed to be University, Kanchipuram, Tamil Nadu.
2Dr. C K Gomathy*, Assistant Professor in Computer Science and Engineering Department, SCSVMV Deemed to be University, Kanchipuram, Tamil Nadu.
3T. Harshitha, Computer science and engineering Department, SCSVMV Deemed to be University, Kanchipuram, Tamil Nadu.
4P. Vijay Nagendra Varma, Computer science and engineering Department, SCSVMV Deemed to be University, Kanchipuram, Tamil Nadu.
Manuscript received on April 07, 2021. | Revised Manuscript received on April 15, 2021. | Manuscript published on April 30, 2021. | PP: 166-168 | Volume-10 Issue-4, April 2021. | Retrieval Number: 100.1/ijeat.D24260410421 | DOI: 10.35940/ijeat.D2426.0410421
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Traffic control has been an issue for a long time from the past. The modern world demands Technology. Now a days cars are one of the main methods of improvement in technology. Intelligent Traffic System is also known as Intelligent Transportation System apply communication and information technology to find the solution for the Traffic control issues. Intelligent Transportation System represents the main problem in transportation. ITS is a program .it is used to improve the efficiency of transportation through advanced technologies by using sensors and communication. Some of the problems like Traffic congestion, Low safety can be solved through this Intelligent Transportation System by Using the Latest techniques in traffic management. ITS is improved by using wireless and wireline communication-based information, control and electronic technologies. Now a days over speeding is a key issue in the traffic control system to overrule the issue. Dophler Phenomenon is used for speed measurement.
Keywords: Traffic Environment, Genetic algorithm, Machine Learning, Big Data, Image Processing.
Scope of the Article: Machine Learning