Title :
Gravity measurement from moving platform by Kalman Filter and position and velocity corrections for earth layer monitoring to earthquake and volcano activity survey
Author_Institution :
Mech. Dept., Tec. Reunidas S.A., Madrid, Spain
Abstract :
Gravity measurement responds to changes in subsurface density and characteristics and is a non-invasive and cost effective way to identify and characterize subsurface. Gravity measurement is an effective tool for earth layer monitoring to earthquake and volcano activity survey. It is particularly important for gravity observation from moving platforms, especially for remote and offshore areas by aircraft, boat, ship, submarine, vehicle, satellite, etc. The measurement is complicated by difficulty to discern gravity from platform accelerations, nonlinearity, drift and dynamic angular movement. Presented solution is second order Kalman Filter, a recursive estimator that is applied to highly nonlinear measurement problems. The filter optimally combines data of three-axis gyros, accelerometers and platform position and velocity signals to provide accurate attitude and gravity measurement. Extensive simulations verified accuracy and robustness of proposed method for measurement from different vehicles in various dynamic environments.
Keywords :
Kalman filters; earthquakes; geophysical techniques; gravity; volcanology; Earth layer monitoring; Kalman Filter; dynamic angular movement; earthquake; gravity measurement; moving platform; nonlinear measurement problems; platform accelerations; position correction; recursive estimator; subsurface density changes; three-axis gyros; velocity correction; volcano activity survey; Aircraft; Boats; Costs; Earth; Earthquakes; Gravity measurement; Marine vehicles; Remote monitoring; Vehicle dynamics; Volcanoes; Gravity Measurement; Second Order Kalman Filter; Velocity and Position Corrections;
Conference_Titel :
Use of Remote Sensing Techniques for Monitoring Volcanoes and Seismogenic Areas, 2008. USEReST 2008. Second Workshop on
Conference_Location :
Naples
Print_ISBN :
978-1-4244-2546-4
Electronic_ISBN :
978-1-4244-2547-1
DOI :
10.1109/USEREST.2008.4740355