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)
427
magnitude of the reference accelerometer, the meas-
urement relative error is 8.3 % - which constitutes a
three and half times reduction compared to the same
error without applying the correction algorithm. Fig-
ure 9 illustrates the course of relative error values in
respect of A2 accelerations using and not using the
correction algorithm. The peak values in the charac-
teristic curves result from the reference signal values
approximating zero. Table 1 presents values of the
relative error for an accelerometer employing and
without employing the dynamic correction algorithm
for a selected time range.
Table 1. Relative error values of an accelerometer without and
with the correction
__________________________________________________
Time [s] 0.002 0.0025 0.003 0.0035
__________________________________________________
Relative error -102.13 -98.74 -97,37 -96.37
of accelerometer A2 [%]
Relative error -66.09 -18.61 -2.61 9,03
of accelerometer with
the correction algorithm [%]
__________________________________________________
Time [s] 0.0040 0.0045 0.0050 0.006
__________________________________________________
Relative error -95.40 -93.86 -86.98 -100.08
of accelerometer A2 [%]
Relative error 17.24 32.06 111.86 -35.81
of accelerometer with
the correction algorithm [%]
__________________________________________________
The mean relative errors at the waveform magni-
tudes are: -96.4 % for the signal from the measuring
transducer, and 23.1% for the estimated signal.
Figure 10 presents the characteristic curve of A2's
absolute errors with and without the correction. The
mean absolute error of A2's magnitude, determined
as the absolute mean value of the magnitudes in
2000 samples, is 5.11 m/s
2
. The same error in re-
spect of measurements including the dynamic cor-
rection algorithm diminishes to 1.94 m/s
2
. The great
value of the absolute error, in the case of measure-
ments both with and without the correction, is a re-
sult of the transducer's dynamic properties, i.e. a
phase shift of measurands. The successive measure-
ment values change too fast for the transducer's ca-
pability of reproducing the input magnitude. When
the absolute error is determined, a measurand's
waveform is shifted in relation to the actual value by
a value determined by the transducer's frequency
characteristic curve. The correction reduced the re-
sultant absolute error by more than two and a half
times.
Figure 10. Characteristic curves of acceleration absolute errors
as measured using an accelerometer with and without the cor-
rection
Figure 11 plots the course of the absolute error of
A2's acceleration magnitudes prior to and post the
correction relative to the frequency of the sinusoidal
input signal. At 200 Hz, where parameters of the
correction algorithm were defined, the post-
correction relative error of the acceleration reduces
to a minimum, to rise as it diverges from this value.
The minimum post-correction relative error of the
acceleration is 1.2 %, compared to 4.7 % without the
correction.
Figure 11. Relative error of the acceleration magnitude prior to
and post the correction as dependent on frequency
5 CONCLUSION
Accurate and fast measurements require corrections
to be applied to the measuring track in order to re-
duce the measurement error. The programmatic cor-
rection method proposed by the authors significantly
reduces errors and enables the measurement system
to operate 'on-line'.
REFERENCES
Cioć R., Luft M.: Valuation of software method of increase of
accuracy measurement data on example of accelerometer,
Advances in Transport Systems Telematics, Monograph
(Ed. J. Mikulski), Faculty of Transport, Silesian University
of Technology, Katowice, 2006.
0
5
10
15
20
25
30
120 130 140 150 160 170 180 190 200
Relative error [%]
Frequency [Hz]
A2
A2 po korekcji
with correction