Application of multi-sensor data fusion technique in greenhouse environmental monitoring

被引:4
作者
Zhang Hang [1 ]
Shao Linda [1 ]
Liao Wangliang [1 ]
Li Chuang [1 ]
Weng Kaiyan [1 ]
机构
[1] Ctr South Univ, Coll Informat Sci & Engn, Changsha 410012, Hunan, Peoples R China
来源
2017 INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA) | 2017年
关键词
Adaptive Weighted Fusion Algorithm; D-S Evidence Theory; Dat Fusion;
D O I
10.1109/ICSGEA.2017.47
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The agriculture-oriented greenhouses are usually affected by location,temperature,season,etc., and it is difficult to monitor and control the crops growing in them. In this paper, a system scheme based on multi-sensor detection and data fusion technology is proposed for green house monitoring and contr01.The arithmetic improves the objectivity of data fusionby the orders of sensor fusion according to the minimum distance clustering. By using thismethod,the accuracy of environment measurement is improved, and the temperature, humidity and illumination in greenhouse are well regulated SO as to provide ideal conditions for greenhouse crops.
引用
收藏
页码:51 / 55
页数:5
相关论文
共 37 条
[31]   Adaptive Federated Filtering Tracking Algorithm Based on Multi-Sensor Redundant Data Cooperative [J].
Liu J. ;
Zhang B. ;
Zhang Y. .
Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2023, 46 (04) :21-26
[32]   Weighted Algorithm of Multi-sensor Data Conflict in Coal-rock Interface Recognition [J].
Ren Fang ;
Liu Zhengyan ;
Yang Zhaojian .
INFORMATION TECHNOLOGY FOR MANUFACTURING SYSTEMS II, PTS 1-3, 2011, 58-60 :1908-+
[33]   Fault diagnosis of high voltage circuit breaker based on multi-sensor information fusion with training weights [J].
Zhang, Jianzhong ;
Wu, Yongbin ;
Xu, Zheng ;
Din, Zakiud ;
Chen, Hao .
MEASUREMENT, 2022, 192
[34]   A multi-level data fusion algorithm for wireless sensor networks [J].
Qiang, Yan ;
Zhao, Juanjuan ;
Liu, Yongxing ;
Zhang, Xiaolong .
Sensor Letters, 2014, 12 (01) :123-128
[35]   A New Safety Evaluation Model of Coal Mine Roof based on Multi-sensor Fusion in case of Information Confliction [J].
Jia, Rui-sheng ;
Sun, Hong-mei ;
Zhang, Chong-qing ;
Lv, Xue-ting .
JOURNAL OF COMPUTERS, 2012, 7 (02) :499-506
[36]   Tension prediction for the scraper chain through multi-sensor information fusion based on improved Dempster-Shafer evidence theory [J].
Zhang, Xing ;
Ma, Yansong ;
Li, Yutan ;
Zhang, Chuanjin ;
Jia, Chenxi .
ALEXANDRIA ENGINEERING JOURNAL, 2023, 64 :41-54
[37]   Generator condition monitoring method based on SAE and multi-source data fusion [J].
Xing, Chao ;
Xi, Xinze ;
He, Xin ;
Liu, Mingqun .
FRONTIERS IN ENERGY RESEARCH, 2023, 11