Subject Area: Cybersecurity
The paper proposes a hybrid of adaptive interference canceller and fuzzy hibernation controller for improving the performance of a hub base transceiver station. The research involved analyzing the power consumption pattern and load traffic demand of an MTN FR1 5G base transceiver station in Nigeria, modelling it in Simulink, designing a fuzzy hibernation controller, and designing an adaptive interference canceller. The hybrid system reduced the total power consumption by 5.30%, reduced energy costs by 25%, and increased the base station's Signal to Noise and Interference Ratio (SNIR) by 82%. The hybrid technique is effective in minimizing power consumption, reducing energy costs, and improving signal quality