Joint Optimization of Detection Threshold and Resource Allocation in Infrastructure-Based Multi-Band Cognitive Radio Networks
Consider an infrastructure-based multi-band Cognitive Radio Network (CRN) where Secondary Users (SUs) opportunistically access a set of sub-carriers when sensed as idle. The carrier sensing threshold which affects the access opportunities of SUs is conventionally regarded as static and treated independently from the resource allocation in the model. In this paper, the authors study jointly the optimization of detection threshold and resource allocation with the goal of maximizing the total downlink capacity of SUs in such CRNs. The optimization problem is formulated considering three sets of variables, i.e., detection threshold, sub-carrier assignment and power allocation, with constraints on the PUs' rate loss and the power budget of the CR base station.