Real-time Classification of Jamming Attacks against UAVs via on-board Software-defined Radio and Machine Learning-based Receiver Module.
Joshua PriceYuchen LiKhair Al ShamailehQuamar NiyazNaima KaabouchVijay K. DevabhaktuniPublished in: EIT (2022)
Keyphrases
- software defined radio
- machine learning
- real time
- data acquisition
- pattern recognition
- text classification
- support vector machine
- supervised machine learning
- decision trees
- feature selection
- machine learning algorithms
- machine learning methods
- supervised learning
- machine learning approaches
- image classification
- support vector machine svm
- classification algorithm
- feature vectors
- feature space
- computer vision
- model selection
- dynamic environments
- unsupervised learning
- classification accuracy
- classification method
- path planning
- active learning
- low cost
- classification rules
- cost sensitive
- unmanned aerial vehicles