Table 9 Comparative analysis with previously published studies.
References/study | Utilized dataset | Utilized features | Use of AI | Resulted accuracy |
|---|---|---|---|---|
DJI Mini Combo 2 Vibrational Dataset | Standard statistics | Yes | Over 91.0% | |
The Falcon V5 UAV Acoustic Dataset | Standard statistics and spectrum | Yes | Over 91.8% | |
DJI Mini Combo 2 Vibrational Dataset | Standard statistics, spectrum, and multiresolution | No | N/A | |
DJI Mini Combo 2 Vibrational Dataset | Standard statistics | Yes | Over 96.0% | |
DJI Mini Combo 2 Vibrational Dataset | Standard statistics | Yes | Over 92.52% | |
DJI Mini Combo 2 Vibrational Dataset | Standard statistics, filtering, and multiresolution | No | N/A | |
PADRE repository | Standard statistics | Yes | Over 95.1% | |
DJI Mini Combo 2 Vibrational Dataset | Standard statistics | Yes | Over 94.0% | |
This study | PADRE repository | PE, LZC, and TKEO | Yes | Over 97.8% |
