SigFeaDet: Signal Features-based UAV GPS Spoofing Detection using Machine Learning.
Xiaomin WeiLuyao WangPublished in: ICPADS (2023)
Keyphrases
- machine learning
- false positives
- machine learning approaches
- pattern recognition
- continuous wavelet transform
- signal processing
- signal detection
- machine learning methods
- support vector machine
- detection method
- data mining
- support vector machine classifier
- computer vision
- feature extraction
- detection algorithm
- supervised learning
- feature vectors
- image features
- text mining
- extracted features
- object recognition
- mobile devices
- machine learning models
- low signal to noise ratio
- feature construction
- noisy environments
- learning algorithm
- automatic detection
- low level
- frequency domain
- object detection
- feature selection
- feature set