移動(dòng)通信網(wǎng)絡(luò)頻譜資源分配管理仿真
發(fā)布時(shí)間:2018-04-13 20:04
本文選題:移動(dòng)通信網(wǎng)絡(luò) + 頻譜資源; 參考:《計(jì)算機(jī)仿真》2017年09期
【摘要】:對(duì)移動(dòng)通信網(wǎng)絡(luò)頻譜資源進(jìn)行合理分配研究,能夠有效促進(jìn)無線通信網(wǎng)絡(luò)資源的整合與管理。對(duì)頻譜資源的分配管理,需要計(jì)算出移動(dòng)通信網(wǎng)絡(luò)頻譜資源基本概率分配值,確定每個(gè)用戶分配的總比特?cái)?shù),完成對(duì)資源的分配管理。傳統(tǒng)方法先對(duì)子載波進(jìn)行功率分配,更新資源分配機(jī)制,但忽略了確定每個(gè)用戶分配的總比特?cái)?shù),導(dǎo)致資源分配管理效果不理想。提出基于證據(jù)理論的移動(dòng)通信網(wǎng)絡(luò)頻譜資源分配算法。上述方法先基于Perron-Frobenius理論組建多用戶功率自適應(yīng)資源分配模型,利用證據(jù)理論設(shè)定移動(dòng)通信網(wǎng)絡(luò)的時(shí)延、速率、丟包率評(píng)價(jià)指標(biāo),計(jì)算出移動(dòng)通信網(wǎng)絡(luò)頻譜資源基本概率分配值,計(jì)算出移動(dòng)通信網(wǎng)絡(luò)頻譜資源基本概率分配值,確定每個(gè)用戶分配的總比特?cái)?shù),完成對(duì)移動(dòng)通信網(wǎng)絡(luò)頻譜資源分配。實(shí)驗(yàn)結(jié)果表明,所提算法資源分配精度較高,為提升移動(dòng)網(wǎng)絡(luò)的通信資源利用率奠定了基礎(chǔ)。
[Abstract]:The rational allocation of spectrum resources in mobile communication networks can effectively promote the integration and management of wireless communication network resources.In the management of spectrum resource allocation, it is necessary to calculate the basic probability allocation value of spectrum resource in mobile communication network, determine the total number of bits allocated by each user, and complete the resource allocation management.The traditional method firstly allocates power to subcarriers and updates the resource allocation mechanism, but neglects to determine the total number of bits allocated by each user, which leads to the unsatisfactory management effect of resource allocation.A spectrum resource allocation algorithm for mobile communication networks based on evidence theory is proposed.Firstly, the multi-user power adaptive resource allocation model is constructed based on Perron-Frobenius theory. The evaluation index of delay, rate and packet loss rate is set up by using evidence theory, and the basic probability allocation value of spectrum resource in mobile communication network is calculated.The basic probability allocation value of spectrum resource in mobile communication network is calculated and the total number of bits allocated by each user is determined. The spectrum resource allocation of mobile communication network is completed.The experimental results show that the proposed algorithm has high resource allocation accuracy and lays a foundation for improving the utilization of communication resources in mobile networks.
【作者單位】: 上海應(yīng)用技術(shù)大學(xué)電氣與電子工程學(xué)院;上海市農(nóng)業(yè)科學(xué)院信息所;浙江省農(nóng)業(yè)科學(xué)院數(shù)字農(nóng)業(yè)研究所;
【基金】:國(guó)際科技合作專項(xiàng)(2013C24022)
【分類號(hào)】:TN929.5
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本文編號(hào):1745997
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