Method for managing heterogeneous network resources based on reinforcement learning
A heterogeneous network and resource management technology, applied in the field of wireless resource management, can solve problems such as the inability to meet user business needs, and achieve the effect of improving resource utilization.
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[0013] The invention is based on figure 1 The network environment shown is the background. This heterogeneous network is covered by a network N with the largest coverage and the least available bandwidth resources. Its network coverage is a circle with a radius of R and the available bandwidth resources are digits B. At the same time, in order to meet service requests in some hotspots, some networks with small coverage but rich bandwidth resources are repeatedly covered within the network. i , The coverage area of each network is a circle with a radius of Ri. The number of available bandwidth resources for each network is B i , Where B i >B(i≥1). The bandwidth resources allocated by the network to each user are based on the basic bandwidth units (BWU), according to 2 b Each BWU is allocated (b=0, 1, 2,...).
[0014] According to the 3GPP (3rd Generation Partnership Project) definition of the service types of the 3G system, we have selected three different services: voice servi...
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