A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS

ANKUSH YADAV; ABHISHEK AGRAWAL; GAURAV PIPADA; Harsh Upadhyay; ABHISHEK PATIDAR

A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS

May 2021

Vol-7, Issue-3

Paper ID: 14207

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

computer engineering

Keywords

Deep learning Traffic flow prediction Intelligent Transportation System (ITS) SARIMA (seasonal autoregressive integrated moving average) SDGM (seasonal discrete grey model structure ANN (artificial neural network) SVR (support vector regression) MAPE (mean absolute percentage err

Abstract

Traffic data is significant in planning an intelligent or smart city. Presently – a day's numerous clever vehicle frameworks utilize current advancements to foresee traffic stream, to limit mishaps on street, to anticipate speed of a vehicle and so forth the traffic stream expectation is an engaging examination field. We are utilizing deep learning calculations to conjecture genuine traffic data. At the point when traffic data turns out to be big data, a few strategies to improve the exactness of traffic forecast are additionally talked about with the assistance of big data examination.

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Author Information

#	Name	Institute / Affiliation
1	ANKUSH YADAV	POORNIMA COLLEGE OF ENGINEERING
2	ABHISHEK AGRAWAL	POORNIMA COLLEGE OF ENGINEERING
3	GAURAV PIPADA	POORNIMA COLLEGE OF ENGINEERING
4	Harsh Upadhyay	POORNIMA COLLEGE OF ENGINEERING
5	ABHISHEK PATIDAR	POORNIMA COLLEGE OF ENGINEERING

How to Cite

Use the following formats to cite this article in your research.

APA Style

YADAV, ANKUSH, AGRAWAL, ABHISHEK, PIPADA, GAURAV, Upadhyay, Harsh, & PATIDAR, ABHISHEK (2021). A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS. International Journal of Advance Research and Innovative Ideas In Education, 7(3), 419-423.

MLA Style

YADAV, ANKUSH, et al. "A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, 2021, pp. 419-423.

IEEE Style

ANKUSH YADAV, ABHISHEK AGRAWAL, GAURAV PIPADA, Harsh Upadhyay, and ABHISHEK PATIDAR, "A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, pp. 419-423, 2021.

Vancouver Style

YADAV ANKUSH, AGRAWAL ABHISHEK, PIPADA GAURAV, Upadhyay Harsh, PATIDAR ABHISHEK. A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(3):419-423.

Harvard Style

YADAV, ANKUSH, AGRAWAL, ABHISHEK, PIPADA, GAURAV, Upadhyay, Harsh, & PATIDAR, ABHISHEK (2021) 'A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS', International Journal of Advance Research and Innovative Ideas In Education, 7(3), pp. 419-423.

Chicago Style

YADAV, ANKUSH, et al. "A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 419-423.

Turabian Style

YADAV, ANKUSH, et al. "A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 419-423.