UAV sensor data anomaly detection using predictor with uncertainty estimation and its acceleration on FPGA.
Datong LiuZeyang WangShaojun WangYeyong PangLiansheng LiuPublished in: I2MTC (2018)
Keyphrases
- anomaly detection
- sensor data
- intrusion detection
- sensor networks
- anomalous behavior
- sensor measurements
- network intrusion detection
- detecting anomalies
- data streams
- one class support vector machines
- detect anomalies
- sensor readings
- network traffic
- human activities
- health monitoring
- multiple sensors
- neural network
- network anomaly detection
- low cost
- streaming data
- negative selection algorithm
- smart environments
- intrusion detection system
- unsupervised learning
- data sets
- feature extraction
- raw sensor data