GNSS-aided accelerometer frequency domain integration approach to monitor structural dynamic displacements. (2nd October 2021)

• Record Type: Journal Article
• Authors: Liu, Xu; Wang, Jian; Zhen, Jie; Han, Houzeng; Hancock, Craig
• Is Part Of: International journal of image and data fusion. Volume 12:Number 4(2021)
• Page Start: 268
• Page End: 281
• Publication Date: 2021-10-02
• Subjects: Dynamic displacements monitor -- accelerometer -- frequency domain integration approach (FDIA) -- GNSS; Image processing -- Periodicals; Multisensor data fusion -- Periodicals; Multisensor data fusion; Periodicals; 621.36705
• DOI: 10.1080/19479832.2021.1967468
• Languages: English
• ISSNs: 1947-9832

Abstract

ABSTRACT: The accelerometer frequency domain integration approach (FDIA) is being actively applied to calculate dynamic displacement responses of large engineering structures. However, it is a relative acceleration measurement as the initial position is unavailable. GNSS offers direct displacement measurements, but has the limitation of relatively low frequency of data compared with alternative measurement techniques. Therefore, this paper proposes an improved FDIA utilising the advantages of GNSS to gain accurate information about the initial position. The performance of the proposed approach is first validated through software simulation. Following the validation, a series of shaking table tests using various vibration frequencies (0.5 HZ, 1 HZ, 1.5 HZ, 2 HZ and 2.5 HZ) are performed at the south square of Beijing University of Civil Engineering and Architecture (BUCEA) using one GNSS receiver and one accelerometer. The results show that the proposed approach can effectively avoid the uncertainty of the initial value and thus enhance the direct measurement accuracy of the dynamic displacements of structures, with root mean square error (RMSE) decreasing from 11.4 mm to 6.8 mm.