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一种基于免疫克隆选择的无线传感器网络路由优化方法
Alternative TitleWireless sensor network routing optimization method based on immune clonal selection
朱江; 臧传治; 曾鹏
Department工业控制网络与系统研究室
Rights Holder中国科学院沈阳自动化研究所
Patent Agent沈阳科苑专利商标代理有限公司 21002
Country中国
Subtype发明授权
Status有权
Abstract本发明涉及物联网技术领域,具体涉及一种基于免疫克隆选择的无线传感器网络路由优化方法。本发明包括:在first order射频模型的基础上建立多跳通信的能量消耗模型;将源节点与所有组播节点的通信路由视为一颗组播树,在满足约束条件下,能量消耗值最小的组播树即为最优路径;将每棵组播树作为免疫系统中的一个抗体,组播树中源节点到组播节点的一条路由为抗体的一个基因;确定通信节点的最佳数量;建立组播源节点与所有组播节点之间的通达路由备选路径集。本发明根据路由优化与人工免疫系统之间的内在关联,建立路由优化问题求解与人工免疫响应五元素结构之间对应关系,提高优化速度,显著减少无线传感器网络的自愈时间。
Other AbstractThe present invention relates to the technical field of IOT and particularly relates to a wireless sensor network routing optimization method based on immune clonal selection. The method comprises a step of establishing an energy consumption model of multi-hop communication based on a first order RF model, a step of taking the communication routes of a source node and all multicast nodes as multicast trees, wherein a multicast tree with a smallest communication value is an optimal path in the condition of satisfying a constraint, a step of taking each multicast tree as an antibody in an immune system and taking one route from the source node in the multicast tree to the multicast nodes as a gene, a step of determining the optimal number of communication nodes, and a step of establishing the accessible routing alternative path set between the multicast source node and all multicast nodes. According to the wireless sensor network routing optimization method, a route optimization problem is established to solve the corresponding relation among an artificial immune response five-element structure according to the intrinsic link between the route optimization and an artificial immune system, the optimization speed is improved, and the recovery time of a wireless sensor network is reduced significantly.
PCT Attributes
Application Date2014-12-16
2016-07-13
Date Available2017-06-06
Application NumberCN201410782192.6
Open (Notice) NumberCN105764110B
Language中文
Contribution Rank1
Document Type专利
Identifierhttp://ir.sia.cn/handle/173321/20487
Collection工业控制网络与系统研究室
Affiliation中国科学院沈阳自动化研究所
Recommended Citation
GB/T 7714
朱江,臧传治,曾鹏. 一种基于免疫克隆选择的无线传感器网络路由优化方法[P]. 2016-07-13.
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