Title :
Research and realization of real-time wavelet filter algorithm for shipborne FOG
Author :
Jianhua, Cheng ; Mingyue, Li ; Wenting, Rong ; Li, Chen
Author_Institution :
Autom. Coll., Harbin Eng. Univ., Harbin, China
Abstract :
According to the large random drift of fiber optic gyro (FOG), the application requirements for the shipborne strapdown inertial navigation system is studied. Firstly, the characteristic of ship borne FOG output signal is analysed deeply. Based on the real-time requirements of shipborne FOG, this paper applied a method which can meet the real-time calculation requirement of strapdown inertial navigation system. The various wavelet filtering comparison results show the Haar wavelet is superior to other wavelets. In order to improve signal to noise ratio(SNR) and reduce the root mean square error(RMSE), this paper select the appropriate width of sliding window and decomposition scale. Computer simulation result show this algorithm can eliminate random drift of fiber optic gyro (FOG) effectively and guarantee the real-time Signal Processing.
Keywords :
Haar transforms; fibre optic gyroscopes; inertial navigation; mean square error methods; ships; signal processing; wavelet transforms; Haar wavelet; fiber optic gyro; realtime signal processing; realtime wavelet filter algorithm; root mean square error; shipborne FOG; shipborne strapdown inertial navigation system; signal to noise ratio; wavelet filtering; Filtering algorithms; Marine vehicles; Noise reduction; Real time systems; Signal to noise ratio; Wavelet analysis; Shipborne FOG; real-time filter; threshold; wavelet;
Conference_Titel :
Mechatronics and Automation (ICMA), 2011 International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8113-2
DOI :
10.1109/ICMA.2011.5986265