Research on aeromagnetic data error analysis and processing of multi-rotor UAV based on variational mode decomposition algorithm. Issue 11 (November 2022)
- Record Type:
- Journal Article
- Title:
- Research on aeromagnetic data error analysis and processing of multi-rotor UAV based on variational mode decomposition algorithm. Issue 11 (November 2022)
- Main Title:
- Research on aeromagnetic data error analysis and processing of multi-rotor UAV based on variational mode decomposition algorithm
- Authors:
- Qiao, Zhong-kun
Yuan, Peng
Hu, Ruo
Wang, Lin-fei
Li, Lin-ling
Zhang, Zong-yu
Zhang, Jia-jun
Wu, Bin
Lin, Qiang - Abstract:
- Abstract: Aeromagnetic survey of multi-rotor UAV is widely used in small and medium-sized mineral resources survey, engineering investigation, non-explosive detection and other fields due to its advantages of high safety, low cost and convenient operation. The original data of UAV aeromagnetic survey includes interference from external environment, interference from UAV platform and interference from airborne electromagnetic equipment. The interference is mainly shown as striping anomaly along the direction of the survey line in the aeromagnetic anomaly map, which affects the accuracy of aeromagnetic compensation and information detection of geological anomaly body, thus affecting the accuracy of interpretation of geological anomaly body. In this paper, the algorithm of Variational Modal Decomposition (VMD) is introduced to filter and preprocess the aeromagnetic data to obtain high quality aeromagnetic data. At the same time, the source and characteristics of the errors are predicted according to the interference size and spectrum characteristics of the Modal function errors, which provides a reference for the optimization of aeromagnetic system. Abstract : Aeromagnetic survey of UAV; Error analysis; Data processing; VMD.
- Is Part Of:
- Heliyon. Volume 8:Issue 11(2022)
- Journal:
- Heliyon
- Issue:
- Volume 8:Issue 11(2022)
- Issue Display:
- Volume 8, Issue 11 (2022)
- Year:
- 2022
- Volume:
- 8
- Issue:
- 11
- Issue Sort Value:
- 2022-0008-0011-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-11
- Subjects:
- Aeromagnetic survey of UAV -- Error analysis -- Data processing -- VMD
Research -- Periodicals
Medical sciences -- Periodicals
Natural history -- Periodicals
Social sciences -- Periodicals
Earth sciences -- Periodicals
Physical sciences -- Periodicals
507.2 - Journal URLs:
- http://www.sciencedirect.com/science/journal/24058440/ ↗
http://www.sciencedirect.com/ ↗ - DOI:
- 10.1016/j.heliyon.2022.e11808 ↗
- Languages:
- English
- ISSNs:
- 2405-8440
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 24439.xml