An energy efficient reinforcement learning based cooperative channel sensing for cognitive radio sensor networks

I Mustapha, BM Ali, A Sali, MFA Rasid… - Pervasive and Mobile …, 2017 - Elsevier
Abstract In Cognitive Radio (CR), the conventional narrow band spectrum sensing requires
either random channel sensing order or predefined channel sensing sequence to sense all …

An energy-efficient spectrum-aware reinforcement learning-based clustering algorithm for cognitive radio sensor networks

I Mustapha, BM Ali, MFA Rasid, A Sali, H Mohamad - Sensors, 2015 - mdpi.com
It is well-known that clustering partitions network into logical groups of nodes in order to
achieve energy efficiency and to enhance dynamic channel access in cognitive radio …