B. Ando et D. Carbone, A methodology for reducing the effect of meteorological parameters on a continuously recording gravity meter, IEEE INSTR, 50(5), 2001, pp. 1248-1254
Citations number
20
Categorie Soggetti
Instrumentation & Measurement
Journal title
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
Gravity changes in geodynamically active areas are usually monitored by usi
ng discrete measurements. The temporal resolution, which is only as good as
the repeat rate of the observations (usually ranging between one month and
one year), is the main drawback of such measurements. To achieve a better
temporal resolution and thus improve the possibilities of the investigation
task, continuous gravity measurements have to be performed. However, tempe
rature and pressure fluctuations seriously affect the output of continuousl
y running spring gravity meters. In this paper, a methodology allowing the
signal from a recording gravity meter to be compensated for the effect of t
emperature and pressure is discussed. To model how the meter output depends
on the interfering signals, both polynomial (LMS) and nonlinear (neuro-fuz
zy) forms of three different model structures have been tested. The results
obtained through the nonlinear algorithm are satisfactory and could consti
tute the background for the implementation of a real-time correction system
using a fuzzy micro-controller chip.