DocumentCode :
2905646
Title :
Inertial sensor signals denoising with directed transfer function
Author :
Edu, Ioana-Raluca ; Grigorie, Teodor Lucian ; Adochiei, Felix-Constantin ; Rotaru, Constantin ; Jula, Nicolae
fYear :
2015
fDate :
7-9 May 2015
Firstpage :
945
Lastpage :
948
Abstract :
In order to achieve precise navigation information on the displacement of a vehicle in terms of position, speed, acceleration and direction we are suggesting the use of a new software procedure for processing data received from miniaturized inertial navigation systems. A new method for establishing the optimum decomposition level of the Wavelet transform is proposed. This method was used for filtering variable acceleration signals received from an accelerometer. In our next investigations we intend to implement this algorithm for the pre-calibration of two or tri-dimensional navigation systems containing miniaturized accelerometers and gyros.
Keywords :
inertial navigation; sensors; signal denoising; transfer functions; wavelet transforms; Wavelet transform; acceleration; accelerometer; directed transfer function; direction; filtering variable acceleration signals; gyros; inertial sensor signals denoising; miniaturized inertial navigation systems; optimum decomposition level; position; pre-calibration; software procedure; speed; tri-dimensional navigation systems; vehicle displacement; Acceleration; Accelerometers; Correlation; Inertial navigation; Mathematical model; Time series analysis; Wavelet transforms; inertial measurement unit; signal processing; wavelet transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Topics in Electrical Engineering (ATEE), 2015 9th International Symposium on
Conference_Location :
Bucharest
Type :
conf
DOI :
10.1109/ATEE.2015.7133938
Filename :
7133938
Link To Document :
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