AN EFFICIENT INTELLIGENT ALGORITHM BASED ON WSNs OF THE DRUG CONTROL SYSTEM

被引:4
|
作者
Luo, Zhenjun [1 ,2 ]
Zhong, Luo [1 ,3 ]
Zhang, Yingjiang [4 ]
Miao, Yongfei [1 ,3 ,5 ]
Ding, Tianming [6 ]
机构
[1] Wuhan Univ Technol, Sch Comp Sci & Technol, Wuhan 430070, Hubei, Peoples R China
[2] Hubei Inst Food & Drug Control, 303 Room,54 Dingziqiao Rd, Wuhan 430064, Hubei, Peoples R China
[3] 122 Luoshi Rd, Wuhan 430067, Hubei, Peoples R China
[4] Hubei Univ Technol, 28 Nanli Rd, Wuhan 430068, Hubei, Peoples R China
[5] Dalian Air Force Sergeant Sch Commun, Dept Radio Nav, Dalian 116600, Liaoning, Peoples R China
[6] Hubei Inst Food & Drug Control, 203 Room,54 Dingziqiao Rd, Wuhan 430064, Hubei, Peoples R China
来源
TEHNICKI VJESNIK-TECHNICAL GAZETTE | 2017年 / 24卷 / 01期
基金
中国国家自然科学基金;
关键词
artificial intelligence algorithm; energy efficient; IoT (Internet of Things); the drug control system; WSNs (Wireless Sensor Networks); ROUTING PROTOCOL; WIRELESS; INTERNET;
D O I
10.17559/TV-20160517080419
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A new algorithm, ACORS-ANNDPF for WSNs, is proposed in this paper to improve the utilization rate of WSNs and prolong the life cycle of the IoT. Developed on the basis of ant colony algorithm, the improved algorithm is applicable to the selection of the optimal path and identification of the optimal routing node in the case of losing the routing node. To reduce the time spent on transferring network packets, the indices are selected by the neural network algorithm in light of the actual application environment and adjusted to optimize the fusion of packet data. After that, the author carries out several simulation experiments and compares the proposed algorithm with other algorithms. The results demonstrate that the proposed algorithm ensures high energy efficiency and balanced energy consumption. Therefore, it is concluded that the proposed algorithm can improve network utilization rate and lead to better network transmission performance.
引用
收藏
页码:273 / 282
页数:10
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