On the performance of SVM based jamming attacks detection algorithm in base station
Javad Afshar Jahanshahi, Mohammad Eslami · 2011
We propose a jamming attacks detection algorithm based on Support Vector Machine (SVM) at the base station in wireless cellular networks. The proposed jamming detection process uses only inherent information which is available in common receivers and does not need excessive hardware requirements for external information. Using SVM based jamming detection algorithms not only improves the performance of the jamming detection, but also reduces the hardware complexity. Simulations are given to illustrate the achieved performance gains in a wide range of user terminal velocities with comparison to other conventional methods.