A Study on Outlier Detection Method for GPS Measurement in Bridge Health Monitoring System

Research Area: Volume 9,Issue 2,March 2020 Year: 2020
Type of Publication: Article Keywords: Outlier Detection, Mahalanobis Distance, Interquartile Range, Bridge Health Monitoring System, GPS Measurement
Authors:
  • Hieu Ha Trung
  • Tien Yin Chou
  • Yao Min Fang
Journal: IJEIR Volume: 9
Number: 2 Pages: 112-118
Month: March
ISSN: 2277-5668
Abstract:
Outlier detection, also referred as anomaly detection, always be considered as a primary step in data analysis. This paper provides a synthesis of some statistical-based methods and their potential applications for detecting outlier in bridge monitoring time series data. The results indicate the combination of InterQuartile Range and Mahalanobis Distance is the most appropriate and effective method to identify abnormal points in GPS time series in terms of three-dimensional coordinates data from bridge health monitoring systems.

Indexed By:

Our Journals

IJECCE
International Journal of Electronics Communication and Computer Engineering
ISSN(Online): 2249 - 071X
ISSN (Print) : 2278 – 4209
www.ijecce.org
Submissions open
IJAIR
International Journal of Agriculture Innovations and Research
ISSN(Online) : 2319 – 1473
www.ijair.org
Submissions open
IJISM
International Journal of Innovation in Science and Mathematics
ISSN : 2347 – 9051
www.ijism.org
Submissions open
IJEIR
International Journal of Engineering Innovations and Research
ISSN(Online) : 2277 – 5668
www.ijeir.org
Submissions are open.

IJAIM
International Journal of Artificial Intelligence and Mechatronics
ISSN(Online) : 2320 – 5121
www.ijaim.org
Submissions open
IJRAS
International Journal of Research in Agricultural Sciences
ISSN(Online) : 2348 – 3997
www.ijras.org
Submissions open

Submission Open

"Submissions Open For Volume 9,Issue 6, Nov. - Dec. 2020"

Click here to submit article.........

Latest Updates

Submissions open

Submissions open

For

"Volume 9,Issue 6, Nov. - Dec. 2020"


 
Published Papers

Accepted Papers are published in

1. Recently Published Issue.

"Volume 9, Issue 5, Sept.-Oct., 2020"


 

Dear Authors

Once author receives paper id, please always mention it in subject of your mail.

"Submissions Open"

Message for Authors