Development of a Remote Monitoring System for Henhouse Environment Based on IoT Technology

被引：31

作者：

Li, Hua ^{[1
]}

Wang, Huan ^{[1
]}

Yin, Wenqing ^{[1
]}

Li, Yongwei ^{[1
]}

Qian, Yan ^{[1
]}

Hu, Fei ^{[1
]}

机构：

[1] Nanjing Agr Univ, Coll Engn, Jiangsu Key Lab Intelligent Agr Equipment, Nanjing 210031, Peoples R China

来源：

FUTURE INTERNET | 2015年 / 7卷 / 03期

基金：

中国国家自然科学基金;

关键词：

henhouse environmental parameter; IoT technology; remote monitoring; loss recovery;

D O I：

10.3390/fi7030329

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

To monitor multiple environmental factors of henhouses in modern chicken farms, a henhouse online monitoring system based on wireless sensor network was developed using wireless sensor technology and computer network technology. Sensor data compensation and correction were designed to be achieved using software and data fitting methods, data reliable transmission achieved using a data loss recovery strategy, and data missing during monitoring addressed using a self-decision and online filling method. Operation test of the system showed that: The system was economic and reliable; it enabled wireless monitoring and Web display of the environmental factors of a henhouse; and the root mean square errors (RMSEs) between the estimated values from the self-decision and on-line filling method and experimental values of the four environmental factors were 0.1698, 3.0859, 77 and 0.094, respectively, indicative of high estimation accuracy. The system can provide support for modern management of henhouses and can be transplanted to related monitoring scenarios in the agricultural field.

引用

页码：329 / 341

页数：13

共 17 条

[11]

Qiu Baozhi, 2013, Journal of Computer Applications, V33, P3457

[12] Development of remote control and monitoring of web-based distributed OPC system [J].

Sahin, Cihan ;

Bolat, Emine Dogru .

COMPUTER STANDARDS & INTERFACES, 2009, 31 (05) :984-993

[13] SmartSantander: IoT experimentation over a smart city testbed [J].

Sanchez, Luis ;

Munoz, Luis ;

Antonio Galache, Jose ;

Sotres, Pablo ;

Santana, Juan R. ;

Gutierrez, Veronica ;

Ramdhany, Rajiv ;

Gluhak, Alex ;

Krco, Srdjan ;

Theodoridis, Evangelos ;

Pfisterer, Dennis .

COMPUTER NETWORKS, 2014, 61 :217-238

[14] A networked platform for agricultural management systems [J].

Serôdio, C ;

Cunha, JB ;

Morais, R ;

Couto, C ;

Monteiro, J .

COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2001, 31 (01) :75-90

[15] A new type of parameter estimation algorithm for missing data problems [J].

Stoica, P ;

Xu, LZ ;

Li, J .

STATISTICS & PROBABILITY LETTERS, 2005, 75 (03) :219-229

[16]

Wu Jianwei, 2011, Robot, V33, P16, DOI 10.3724/SP.J.1218.2011.00016

[17] Design of Remote Environment Control System of Intelligent Network Henhouse Based on ARM9 [J].

Wu, Shihong ;

Wu, Kunlin ;

Liang, Jian ;

Li, Zhengming ;

Yang, Ping .

CEIS 2011, 2011, 15

← 1 2 →