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基于局部离群点检测算法的电力通信网络拥塞安全控制方法 被引量:4
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作者 王公晗 姜胜兰 《计算技术与自动化》 2023年第2期75-80,共6页
针对电网运行数据堵塞程度较高,传输安全性较差的问题,提出了基于局部离群点检测算法的电力通信网络拥塞安全控制方法。通过电力通信网络的通道模型与路由监测协定,凭借波特间隔均衡法优化节点布局,结合自适应偏差补充调整反馈,均衡通... 针对电网运行数据堵塞程度较高,传输安全性较差的问题,提出了基于局部离群点检测算法的电力通信网络拥塞安全控制方法。通过电力通信网络的通道模型与路由监测协定,凭借波特间隔均衡法优化节点布局,结合自适应偏差补充调整反馈,均衡通道。针对储存空间、带宽容量、CPU处置功能等主要拥塞因素,分析数据密度估计值,并在带宽函数中加入邻域平均距离得到局部密度,推导出数据的局部离群点,通过调节离群点大小断定和控制电力通信网络。实验证明,所提方法能够精准检测出电力通信网络是否拥塞,及时调节通信数据,降低堵塞程度,保证信息可以安全传输。 展开更多
关键词 局部离群点检测算法 电力通信 拥塞安全控制 带宽容量 缓存空间
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CRSG:A congestion control routing algorithm for security defense based on social psychology and game theory in DTN 被引量:1
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作者 王珵珺 龚正虎 +2 位作者 陶勇 张子文 赵宝康 《Journal of Central South University》 SCIE EI CAS 2013年第2期440-450,共11页
The inherent selfishness of each node for the enhancement of message successful delivery ratio and the network overall performance improvement are reflected in the contradiction relationship of competition and coopera... The inherent selfishness of each node for the enhancement of message successful delivery ratio and the network overall performance improvement are reflected in the contradiction relationship of competition and cooperation in delay/disruption tolerant networks (DTN). In particular, the existence of malicious node aggravates this contradiction. To resolve this contradiction, social relationship theory and group theory of social psychology were adopted to do an in-depth analysis. The concrete balancing approach which leveraged Nash equilibrium theory of game theory was proposed to resolve this contradiction in reality. Thus, a new congestion control routing algorithm for security defense based on social psychology and game theory (CRSG) was put forward. Through the experiment, this algorithm proves that it can enhance the message successful delivery ratio by more than 15% and reduce the congestion ratio over 15% as well. This algorithm balances the contradiction relationship between the two key performance targets and made all nodes exhibit strong cooperation relationship in DTN. 展开更多
关键词 delay/disruption tolerant networks social psychology game theory congestion control ROUTING
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