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基于免疫机制的无线传感器网络路由优化 被引量：1

Routing optimization algorithm for wireless sensor networks based on immune mechanism
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摘要 针对无线传感器网络节点能量受限,路由协议鲁棒性不强的特点,提出了一种基于免疫机制的路由优化算法。利用组播理论与人工免疫全局优化性能,建立路由优化与免疫系统映射关系,设计路由优化算法中的抗体表示、克隆繁殖、克隆选择和基因变异等免疫规则,并从计算方式、局部收敛预防和鲁棒性三方面分析算法的性能。仿真验证了算法的有效性。 Aimed at the restricted node energy and less robust routing protocol in wireless sensor networks, a routing optimization algorithm based on immune mechanism is proposed. Combined with multicast theory and the global optimization performance of artificial immune system, the mapping relationship between routing optimization and artificial immune system is built. Such immune regulations as antibody expression, clone multiplication, clone selection and gene maturation are designed in routing optimization algorithm. Then the algorithm characteristic is introduced from the respects of calculation method, premature convergence prevention as well as robustness. The simulation proves its validation.
作者 方琳琳 陈拥军
机构地区 中国人民解放军 中国人民解放军
出处 《计算机工程与应用》 CSCD 北大核心 2015年第15期96-101,共6页 Computer Engineering and Applications
基金 国家自然科学基金(No.60772072)
关键词 无线传感器网络 生物免疫机制 组播树 节点能量 路由优化 wireless sensor networks natural immune mechanism multicast tree node energy routing optimization
分类号 TP393 [自动化与计算机技术—计算机应用技术]
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参考文献15

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二级参考文献15

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计算机工程与应用
2015年 第15期

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