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The error outlier with a limited number of selected location 'k' based impact localization algorithm successfully localized low velocity impacts on the wing structure with an average localization error of 7.8 mm and a maximum localization error of 24.6 mm.
Fig. 3 Average localization error in terms of ρ.
On the other hand, the average localization error of LSSVR algorithm is about 3.5 m, while the average localization error of KF-LSSVR algorithm is about 1.4 m.
Average localization error as a function of the measurement noise standard deviation for the considered methods.
Table 4 exhibits the average localization error of the testing fingerprinting sets.
However, the average localization error of KF algorithm is very high, about 8.0 m.
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Fig. 2 Relationship between average localization errors and ranging errors.
Fig. 4 Relationship between average localization errors and communication radius.
Although the average localization errors of the KF algorithm decrease obviously, the average localization errors of the KF-LSSVR algorithm are the minimal errors.
The relationship between the average localization errors and the ranging errors is presented in Fig. 2.
The relationship between the communication radius and the average localization errors is presented in Fig. 4.
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