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

被引：0
|
作者：
Yang, Jia [1 ]
Wu, Yingxu [1 ]
Xu, Qiang [2 ]
Liu, Xiaoli [1 ]
Sheng, Huan [1 ]
机构：
[1] Chongqing Univ Technol, Sch Elect & Elect Engn, Chongqing, Peoples R China
[2] Chongqing Technol & Business Univ, Sch Comp Sci & Informat Engn, Chongqing, Peoples R China
来源：
2019 CHINESE AUTOMATION CONGRESS (CAC2019) | 2019年
关键词：
smart distribution network; Wireless Sensor Network (WSN); quantum ant colony algorithm; online monitoring; reliability;
D O I：
10.1109/cac48633.2019.8996851
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
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.
引用
收藏
页码：2537 / 2541
页数：5
相关论文
共 50 条
  • [1] WSN routing algorithm based on routing strategy with ant colony optimization
    Zhangjiakou University, Zhangjiakou, Hebei, 075000, China
    Sensors Transducers, 2013, 12 (279-284):
  • [2] A novel routing algorithm of WSN based on ant colony optimization
    Zhu, Si-Feng
    Liu, Fang
    Chai, Zheng-Yi
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2010, 30 (11): : 1295 - 1300
  • [3] Research on Clustering Routing Algorithm for WSN Based on Ant Colony Optimization Algorithm
    Xin, Zhou
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03): : 3068 - 3073
  • [4] An Ant Colony optimization Competition Routing Algorithm for WSN
    Zhong, Zhicheng
    Tian, Zhizhong
    Li, Zhe
    Xu, Peihua
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 3881 - +
  • [5] A wireless sensor network routing algorithm based on ant colony algorithm
    Xiang, Chen
    Yun, Li
    Journal of Theoretical and Applied Information Technology, 2012, 46 (02) : 837 - 841
  • [6] An Ant Colony based Routing Algorithm for Wireless Sensor Network
    Liu, Xiaodong
    Li, Songyang
    Wang, Miao
    INTERNATIONAL JOURNAL OF FUTURE GENERATION COMMUNICATION AND NETWORKING, 2016, 9 (06): : 75 - 86
  • [7] Cluster reliability routing algorithm based on cloud trust model and ant colony algorithm for WSN
    Cai, Shao-Bin, 1600, Chinese Academy of Sciences (25):
  • [8] A routing strategy based on ant algorithm for WSN
    Liu, Yuhua
    Zhu, Haiyan
    Xu, Kaihua
    Jia, Yongcan
    ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 5, PROCEEDINGS, 2007, : 685 - +
  • [9] Fast Fault Location Technology for Distribution Network Based on Quantum Ant Colony Algorithm
    Bi Z.
    Yu X.
    Wang B.
    Huang W.
    Zhang D.
    Dong Z.
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2024, 58 (05): : 693 - 708
  • [10] Routing Algorithm of Health Monitoring Network in CPS Old Building Structure Based on Genetic Ant Colony Algorithm
    Yuan, Hongsheng
    Han, Yongjun
    INTERNATIONAL JOURNAL OF ONLINE ENGINEERING, 2016, 12 (10) : 24 - 30
12345