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Abstract Cognitive Radio Networks (CRNs) are classified into three main categories according to the way in which a secondary network accesses the spectrum of a primary network. Firstly, the Opportunistic Spectrum Access (Overlay), in which secondary users (SUs) sense the presence of primary users (PUs) and communicate only over the vacant bands. Secondly, the Spectrum Sharing (Underlay), in which SUs share all the spectrum band with PUs. Finally, Sensing-Based Spectrum Sharing (Interweave), which is a combination of the previous two categories. In this thesis, the problem of maximizing the secondary throughput under the transmit power and interference power constraints for the three types of CRNs is considered. Firstly, a proposed optimal power allocation scheme using genetic algorithm (GA) is presented for a multiple-input-multiple-output (MIMO) system in CRN. This scheme is used to maximize the secondary throughput under interference constraints in a system model of multiple SU pairs coexisting with multiple PU pairs in an underlay spectrum sharing network. For the sake of comparison, the minimal throughput among all SUs is compared with the other power allocation schemes, namely, maximum-minimum-throughput-based power assignment (MMTPA) and equal power assignment (EPA). Secondly, an optimal power allocation strategy is used to maximize the secondary throughput under power constraints in overlay cooperative CRNs. The effect of using multiple antennas at the relay is studied and the results are compared with using single antenna. Throughput maximization is addressed by simply seeking an optimum value of the relay amplification factor. Finally, sensing-based spectrum sharing is considered for cooperative CRNs. The secondary throughput is maximized under power constraints by obtaining an optimum value of the relay amplification factor. Comparison between using single antenna, double antennas at the relay node, and double antennas at all the nodes of the cognitive relay network is performed. Furthermore, the sensing-based spectrum sharing is compared with the opportunistic spectrum access in the case of using double antennas at all the nodes of the cognitive relay network. |