Communication supervision function for verticals in 4G networks and beyond: Traffic anomaly detection from aggregated LTE MAC layer reports using a LSTM-RNN.
Sergio LemboHeli Kokkoniemi-TarkkanenSeppo HorsmanheimoPublished in: BlackSeaCom (2020)
Keyphrases
- anomaly detection
- network traffic
- medium access control
- recurrent neural networks
- mac layer
- computer networks
- cellular networks
- intrusion detection
- quality of service
- detect anomalies
- physical layer
- channel assignment
- wireless networks
- cross layer
- network resources
- mac protocol
- network management
- network security
- communication systems
- network simulator
- intrusion detection system
- traffic load
- wireless ad hoc networks
- video streaming
- routing protocol
- access points
- wireless sensor networks
- unsupervised learning
- wireless link
- communication networks
- wireless channels
- wireless communication
- qos requirements
- learning algorithm