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Online Monitoring and Routing Algorithm for WSN in Smart Distribution Network Based on Quantum Ant Colony

机译:基于量子蚁群的智能配电网无线传感器网络在线监测与路由算法

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摘要

Aiming at the high requirements of real-time reliability of data transmission in some monitoring and management equipments in smart distribution network, a routing protocol based on quantum ant colony is proposed to improve real-time reliability by balancing network energy consumption. The probability position of the qubit is used to represent the current position information of the ant, the quantum revolving gate is used to update the qubits carried by the ant, and the quantum non-gate is used to realize the variation of the position of the ant, which makes full use of the quantum ant colony algorithm for global optimization and fast convergence. Simulation experiments show that this method has more uniform energy consumption, shorter search path and the data transmission is more reliable, compared with traditional LEACH algorithm and ant colony algorithm, which provides a new idea for online monitoring of WSN in smart distribution network.
机译:针对智能配电网中一些监控管理设备对数据传输实时可靠性的高要求,提出了一种基于量子蚁群的路由协议,通过平衡网络能耗来提高实时可靠性。量子位的概率位置用于表示蚂蚁的当前位置信息,量子旋转门用于更新蚂蚁携带的量子位,量子非门用于实现蚂蚁位置的变化蚂蚁,充分利用量子蚁群算法进行全局优化和快速收敛。仿真实验表明,与传统的LEACH算法和蚁群算法相比,该方法能耗更均匀,搜索路径更短,数据传输更可靠,为智能配电网中无线传感器网络的在线监测提供了新思路。

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