Smoothing of GPS-based timing data by moving average technique utilizing fuzzy logic

Author

Bansal, Sunny ; Banerjee, Prithu

Author_Institution

Amity Sch. of Eng. & Technol., Amity Univ., Noida, India

fYear

2014

fDate

20-21 Feb. 2014

Firstpage

306

Lastpage

310

Abstract

Fuzzy logic has long been used for control system, but not much effort has been put to use it for data smoothing. In this paper it has been attempted to find the average of a set of data by applying Fuzzy logic. Generation of membership function is crucial in such application. So this issue has been discussed in detail. This method has been applied on some arbitrarily generated test data for establishing its validation. Finally this technique has been used to smooth the time transfer data those are available on BIPM site. The performance of smoothing the data for this practical application has been analysed.

Keywords

Global Positioning System; fuzzy logic; smoothing methods; timing; BIPM site; GPS-based timing data; control system; data smoothing; fuzzy logic; membership function; moving average technique; time transfer data; Clocks; Distributed databases; Fuzzy logic; Global Positioning System; Jitter; Receivers; Smoothing methods; Fuzzy Logic; GPS; Membership Function; Moving Average; Time Transfer;

fLanguage

English

Publisher

ieee

Conference_Titel

Signal Processing and Integrated Networks (SPIN), 2014 International Conference on

Conference_Location

Noida

Print_ISBN

978-1-4799-2865-1

Type

conf

DOI

10.1109/SPIN.2014.6776968

Filename

6776968