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Resource scheduling technology is an important part of radio resource management. The resource allocation for real-time traffic in LTE systems is studied in this paper. The system model is established based on margin adaptive criterion. The proportional fair criterion is added to the particle swarm algorithm, and for the real-time traffic, the particle swarm optimization algorithm of resource allocation in LTE systems is developed based on proportional fair. The simulation results show that the particle swarm optimization algorithm based on proportional fair is correct and valid. Keywords—LTE, Resource allocation, proportional fair, particle swarm

The Resource Allocation Algorithm of LTE Systems Based on Proportional Fair Particle Swarm