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Weak magnetic anomaly signal detection based on the entropy of mixed differential signal
- Source :
- AIP Advances, Vol 11, Iss 1, Pp 015013-015013-6 (2021)
- Publication Year :
- 2021
- Publisher :
- AIP Publishing, 2021.
-
Abstract
- Magnetic anomaly detection is of great significance in geological exploration and underwater target detection. However, the magnetic anomaly signal is not easy to be detected because of its weakness relative to the magnetic environmental noise, and the detection probability of the magnetic anomaly signal is affected by signal frequency. We propose a mixed differential minimum entropy method which can detect the weak magnetic anomaly signal. The proposed method combines the coherence difference method with the synchronous reference subtraction method in preprocess, which can suppress common-mode noise in the signal and relax the limitation of the frequency of the magnetic anomaly signal on the detection ability. Using the concept of entropy to describe the preprocessed signal can eliminate the residual high-frequency noise and further improve the signal-to-noise ratio of the target signal. Results show that the proposed method may effectively improve the signal-to-noise ratio and increase the frequency range of the magnetic anomaly signal, which has better detection performance than that of traditional method.
- Subjects :
- 010302 applied physics
Physics
Noise (signal processing)
General Physics and Astronomy
02 engineering and technology
equipment and supplies
021001 nanoscience & nanotechnology
Residual
01 natural sciences
Signal
lcsh:QC1-999
0103 physical sciences
Coherence (signal processing)
Detection theory
Entropy (energy dispersal)
0210 nano-technology
Environmental noise
Magnetic anomaly
human activities
Algorithm
lcsh:Physics
Subjects
Details
- ISSN :
- 21583226
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- AIP Advances
- Accession number :
- edsair.doi.dedup.....66783c58d8a6ee03a7c700d3d6135baf