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Research On Intelligent Network Resource Aggregation Technology For 5G Mobile Communication

Posted on:2022-07-19Degree:MasterType:Thesis
Country:ChinaCandidate:Y Q LiuFull Text:PDF
GTID:2518306332468174Subject:Electronic Science and Technology
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Since the intelligent control technology of Internet has undergone a rapid development in 5G era,5G mobile communication networks has gained a widespread application which has greatly improved the service quality of communication industry.5G technology brought users a smoother,easier,and faster communication environment[1].However,with the continuous advancement of Internet technology,future mobile communication network will face with a new application scenario with a larger amount of users and more complex service type.Current bearer network may not be able to cope with the challenges of massive data transmission and ultra-low latency communication brought by this new scenario.In order to bring users a better communication environment with limited network resource,a more efficient and flexible resource allocation strategy is in urgent need which can achieve high-load data transmission in the new scenario with high mobility and high efficiency.The new strategy will optimize network resource utilization efficiency.This paper focus on the efficient network resource management requirements brought by the future business scenario with massive access data and complex communication application in 5G environment.This paper research on the implementation of intelligent network resource allocation and scheduling technology,the real-time efficient slicing of network resources and flexible virtual network function migration,which has realized the innovation and optimization of network resource control technology on the base of 5G mobile network function model.The main innovative results of this paper are as follows:Firstly,a solution to the problem of "how to divide" 5G mobile communication network resources has been proposed.Since the current 5G mobile communication network is under the situation of dense network architecture and complex resource structure,a joint resource allocation model based on 5G architecture has been defined.This model delicately divided the network resources according to the 5G mobile communication network architecture,which has achieved the regulation goal of high efficiency,high speed and high flexibility.This method has realized joint regulation of cross-layer resources from a macro perspective and broken the deadlock of separate resources in different network position.This model is an innovative solution for the network resource management in 5G mobile communication network facing higher service requirements.Secondly,a solution to the problem of "how to aggregate resource in real time"for 5G mobile communication network slicing based on business requirements and network environment has been proposed.A flexible slicing resource integration scheme has been proposed based on the construction of 5G mobile network resource allocation model.This scheme Comprehensively considered the current users' service quality and current network resource utilization by proposing the concept of users'online service equity,thereby realizing flexible resource control for network slicing.This method is an innovative solution which can balance the real-time network resource utilization and users' business quality.Thirdly,a solution to the problem of "how to migrate and configure 5G network resource" during the virtual migration of network functions in mobile scenarios has been proposed.Based on the migration process of virtual functions,a transmission resource aggregation scheme has been brought forward.This solution predicted the dynamic changes of the transmission memory through the hierarchical time series memory system(HTM).It has realized the efficient transmission of information without declining the service quality,which can save the waste of bearing resource.This strategy is an innovative solution to improve the utilization of transmission resource in virtual migration scenarios.
Keywords/Search Tags:5G mobile communication, slicing technology, HTM, virtual migration, resource aggregation
PDF Full Text Request
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