基于BA無標度網(wǎng)絡(luò)的WSNs拓撲優(yōu)化模型
發(fā)布時間:2018-11-24 18:38
【摘要】:由于無線傳感器能量受限,最大化網(wǎng)絡(luò)生命周期成為優(yōu)化網(wǎng)絡(luò)拓撲首要考慮的問題;贐A無標度理論,提出了一種WSNs拓撲優(yōu)化模型(WTOM)。在網(wǎng)絡(luò)中引入超級節(jié)點,結(jié)合粒子群算法合理地劃分整個網(wǎng)絡(luò);在節(jié)點間建立多因素為導向的虛擬力場,利用虛擬力調(diào)整超級節(jié)點的部署位置,實現(xiàn)網(wǎng)絡(luò)能量的均衡消耗,通過對關(guān)鍵節(jié)點的保護,提高網(wǎng)絡(luò)的抗毀魯棒性。經(jīng)理論分析和實驗證明,該網(wǎng)絡(luò)不僅繼承了BA無標度網(wǎng)絡(luò)的特征還具有小世界特性;同時該動態(tài)拓撲延長了網(wǎng)絡(luò)的生命周期,提高了網(wǎng)絡(luò)面向數(shù)據(jù)收集的節(jié)能性。
[Abstract]:Due to the limited energy of wireless sensor, maximizing the network life cycle becomes the most important problem to optimize the network topology. Based on the scale-free theory of BA, a WSNs topology optimization model, (WTOM)., is proposed. The super node is introduced into the network, and the whole network is divided reasonably with the particle swarm optimization (PSO). A multi-factor oriented virtual force field is established between nodes and the deployment position of super nodes is adjusted by virtual force to realize the balanced consumption of network energy. Through the protection of key nodes the robustness of the network is improved. It is proved by theoretical analysis and experiments that the network not only inherits the characteristics of BA scale-free network but also has small-world characteristics, and the dynamic topology prolongs the lifetime of the network and improves the energy saving of the network for data collection.
【作者單位】: 華東理工大學信息科學與工程學院;
【基金】:國家自然科學基金(61501187,61365005) 教育部基本科研業(yè)務(wù)基金(WH1315009) 國際級大學生創(chuàng)新實踐基金(201410251044,201310251052)
【分類號】:TP212.9;TN929.5
本文編號:2354613
[Abstract]:Due to the limited energy of wireless sensor, maximizing the network life cycle becomes the most important problem to optimize the network topology. Based on the scale-free theory of BA, a WSNs topology optimization model, (WTOM)., is proposed. The super node is introduced into the network, and the whole network is divided reasonably with the particle swarm optimization (PSO). A multi-factor oriented virtual force field is established between nodes and the deployment position of super nodes is adjusted by virtual force to realize the balanced consumption of network energy. Through the protection of key nodes the robustness of the network is improved. It is proved by theoretical analysis and experiments that the network not only inherits the characteristics of BA scale-free network but also has small-world characteristics, and the dynamic topology prolongs the lifetime of the network and improves the energy saving of the network for data collection.
【作者單位】: 華東理工大學信息科學與工程學院;
【基金】:國家自然科學基金(61501187,61365005) 教育部基本科研業(yè)務(wù)基金(WH1315009) 國際級大學生創(chuàng)新實踐基金(201410251044,201310251052)
【分類號】:TP212.9;TN929.5
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1 鄒艷麗;周秋花;;BA無標度通信網(wǎng)絡(luò)的級聯(lián)故障研究[J];廣西師范大學學報(自然科學版);2012年03期
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