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In this paper, the resource allocation for OFDMA-based cognitive radio (CR) system is considered. We propose a two-step resource allocation algorithm that maximizes the sum throughput of the system while satisfying the quality of service (QoS) requirements for guaranteed users (GUs). By the first step, the sum power of the guaranteed users is minimized as the guaranteed rate is provided. By the second...