DocumentCode
3207976
Title
An adaptive technique for isolating the seismic response of an infrasound sensor
Author
Dickey, Joshua T. ; Mikhael, Wasfy B.
Author_Institution
Dept. Of Electr. Eng. & Comput. Sci., Univ. of Central Florida, Orlando, FL, USA
fYear
2012
fDate
5-8 Aug. 2012
Firstpage
1028
Lastpage
1031
Abstract
This paper presents the adaptive noise cancellation model as a method for isolating the seismic response of an infrasound sensor. While this response has been thoroughly characterized in the laboratory, to date there has not been an effective method for isolating it in the field. The technique developed in this paper utilizes a collocated seismometer as a reference signal and then applies an adaptive filter to isolate the infrasound sensor´s seismic response. In this paper, two adaptive algorithms are investigated for both cost and performance, including Least Mean Squares (LMS) and Block LMS (BLMS). The technique is applied to a real-world data set obtained from the October 2011 Turkish earthquake, and the results demonstrate its effectiveness in isolating the seismic response. The technique developed in this paper provides access to two previously unattainable signals: the isolated seismic response and the infrasound response uncorrupted by seismic noise. Once separated, these signals open the doors to many new and exciting applications, including augmentation of co-located seismic measurements, more precise calibration of fielded infrasound sensors, and a lowered noise floor for better detection of infrasonic events.
Keywords
acoustic transducers; adaptive filters; calibration; interference suppression; least mean squares methods; seismic waves; seismometers; BLMS; adaptive filter; adaptive filtering technique; adaptive noise cancellation model; block LMS; collocated seismometer; colocated seismic measurements; infrasonic event detection; infrasound sensor; least mean squares; october 2011 Turkish earthquake; precise calibration; real-world data set; reference signal; seismic response isolation; Adaptive filters; Earthquakes; Least squares approximation; Noise cancellation; Pistons; Sensitivity;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (MWSCAS), 2012 IEEE 55th International Midwest Symposium on
Conference_Location
Boise, ID
ISSN
1548-3746
Print_ISBN
978-1-4673-2526-4
Electronic_ISBN
1548-3746
Type
conf
DOI
10.1109/MWSCAS.2012.6292198
Filename
6292198
Link To Document