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采用主成分策略的传感器网络路由评估算法 被引量:3
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作者 刘逵 刘三阳 《西安交通大学学报》 EI CAS CSCD 北大核心 2017年第6期47-53,共7页
针对传感器网络路由在最优性评估过程中呈现的排序问题,提出了一种采用主成分策略的路由评估算法(OREPCA)。首先利用蚁群策略寻找传感器网络中的样品路由;接着再根据实际的布网环境构建出相应的路由评价指标集;然后对样品路由按指标集... 针对传感器网络路由在最优性评估过程中呈现的排序问题,提出了一种采用主成分策略的路由评估算法(OREPCA)。首先利用蚁群策略寻找传感器网络中的样品路由;接着再根据实际的布网环境构建出相应的路由评价指标集;然后对样品路由按指标集中各指标出现的顺序进行逐项打分获得评价指标向量;最后借助主成分策略构造一个传输路由综合评价指标函数,从而实现在不同的监测环境中对网络路由的多元化评价,规避了人为选取权重因子带来的主观随意性。仿真结果表明,与基于负载均衡策略的路由优化算法及基于多目标优化的交互式路由算法相比,OREPCA算法能将网络寿命提高14%,并能有效降低网络的通信延迟。 展开更多
关键词 路由评估 主成分法 蚁群算法 无线传感器网络
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D-S Evidence Theory Based Trust Ant Colony Routing in WSN 被引量:3
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作者 Ziwen Sun Zhiwei Zhang +1 位作者 Cheng Xiao Gang Qu 《China Communications》 SCIE CSCD 2018年第3期27-41,共15页
This paper proposes a trust ant colony routing algorithm by introducing a node trust evaluation model based on the D-S evidence theory into the ant colony routing protocol to improve the security of wireless sensor ne... This paper proposes a trust ant colony routing algorithm by introducing a node trust evaluation model based on the D-S evidence theory into the ant colony routing protocol to improve the security of wireless sensor networks. To reduce the influence of conflict evidences caused by malicious nods, the consistent intensity is introduced to preprocess conflict evidences before using the D-S combination rule to improve the reliability of the D-S based trust evaluation. The nodes with high trust values will be selected as the routing nodes to insure the routing security, and the trust values are used as heuristic functions of the ant colony routing algorithm. The simulation tests are conducted by using the network simulator NS2 to observe the outcomes of performance metrics of packets loss rate and average end-to-end delay etc. to indirectly evaluate the security issue under the attack of inside malicious nodes. The simulation results show that the proposed trust routing algorithm can efficiently resist malicious attacks in terms of keeping performances of the average end-to-end delay, the throughtput and the routing packet overhead under attacking from malicious nodes. 展开更多
关键词 wireless sensor networks antcolony routing trust evaluation model D-Sevidence theory NS2 simulation
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A Survivability Routing Mechanism in SDN Enabled Wireless Mesh Networks:Design and Evaluation 被引量:2
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作者 Yuhuai Peng Xiaoxue Gong +1 位作者 Lei Guo Dezhi Kong 《China Communications》 SCIE CSCD 2016年第7期32-38,共7页
In software-defined networking,the separation of control plane from forwarding plane introduces new challenges to network reliability.This paper proposes a fault-tolerant routing mechanism to improve survivability by ... In software-defined networking,the separation of control plane from forwarding plane introduces new challenges to network reliability.This paper proposes a fault-tolerant routing mechanism to improve survivability by converting the survivability problem into two sub-problems:constructing an elastic-aware routing tree and controller selection.Based on the shortest path tree,this scheme continuously attempts to prune the routing tree to enhance network survivability.After a certain number of iterations,elastic-aware routing continues to improve network resiliency by increasing the number of edges in this tree.Simulation results demonstrate this fault-tolerant mechanism performs better than the traditional method in terms of the number of protected nodes and network fragility indicator. 展开更多
关键词 fault-tolerant routing controller selection software defined networking(SDN)
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Attack Resistant Trust Management Model Based on Beta Function for Distributed Routing in Internet of Things 被引量:1
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作者 Dong Ping Guan Jianfeng +1 位作者 Xue Xiaoping Wang Hongchao 《China Communications》 SCIE CSCD 2012年第4期89-98,共10页
With the rapid development of Internet of Things (IoT),the issue of trust in distributed routing systems has attracted more research attention.The existing trust management frameworks,however,suffer from some possible... With the rapid development of Internet of Things (IoT),the issue of trust in distributed routing systems has attracted more research attention.The existing trust management frameworks,however,suffer from some possible attacks in hostile environments,such as false accusation,collusion,on-off,and conflicting behavior.Therefore,more comprehensive models should be proposed to predict the trust level of nodes on potential routes more precisely,and to defeat several kinds of possible attacks.This paper makes an attempt to design an attack-resistant trust management model based on beta function for distributed routing strategy in IoT.Our model can evaluate and propagate reputation in distributed routing systems.We first describe possible attacks on existing systems.Our model is then proposed to establish reliable trust relations between self-organized nodes and defeat possible attacks in distributed routing systems.We also propose a theoretical basis and skeleton of our model.Finally,some performance evaluations and security analyses are provided to show the effectiveness and robustness of our model compared with the existing systems. 展开更多
关键词 trust management IOT distributed ROUTING PROBABILITY
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