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《Journal of Shandong Agricultural University(Natural Science Edition)》 2018-06
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Multi-Sensor Data Fusion Algorithm Based on Aquatic Product Live Transportation

CAO Shou-qi;LIU Ying;College of Engineering/Shanghai Ocean University;  
In order to solve the problem of large error of multi-sensor monitoring data in live transportation of aquatic products and improve the accuracy of data fusion, a multi-sensor data fusion algorithm is proposed. Firstly, the data with larger differences collected by the temperature sensor at a certain time is eliminated, on the basis of batch estimation, the correction factor is added to construct the modified sample variance, the weight of each batch temperature fusion value can be adjusted adaptively and the accurate temperature fusion value in the carriage can be obtained. Take the snakehead transport as an example, the results show: compared with the batch estimation algorithm, the proposed algorithm can obtain the more accurate environmental temperature of aquatic products, so as to control the living temperature better, and the fusion accuracy is higher and the stability is better.
【Fund】: 上海市2015年度“科技创新行动计划”专题(15DZ1202202)
【CateGory Index】: S981;TP212
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【Citations】
Chinese Journal Full-text Database 7 Hits
1 GAO Xia;YUAN Ming-bo;RAO Di;LI Yong;Shandong College of Electronic Technology;College of Information and Electrical Engineering, China Agricultural University;Shandong Longneng Smart Technique Co. Ltd.;;Research on the Application of the Low-power Sleeping Algorithm for Agricultural Wireless Sensor Network[J];山东农业大学学报(自然科学版);2015-01
2 ZHANG Pin;DONG Weihao;GAO Dadong;Department of Communication Engineering,Hangzhou Dianzi University;;An Optimal Method of Data Fusion for Multi-Sensors Based on Bayesian Estimation[J];传感技术学报;2014-05
3 SI Ying-li;YANG Xin-yu;CHEN Yong;XIANG Jing-bo;GUO Shi-wei;China Airborne Missile Academy;Department of Computer Science and Technology,Xi'an Jiaotong University;;Multi-sensor Weighted Data Fusion Algorithm Based on Global State Estimation[J];红外技术;2014-05
4 Han Yubinga,Qi Linb,Fu Zetianb,Zhang Xiaoshuana(1.College of Information and Electrical Engineering,China Agricultural University,Beijing 100083,China;2.College of Engineering,China Agricultural University,Beijing 100083,China);Design of Wireless Sensor Node for Refrigerated Truck of Aquatic Products — Based on CC2530[J];农机化研究;2013-04
5 SUN Ke-lei,Qin Ru-xiang(School of Computer Science & Engineering,Anhui University of Science and Technology, Huainan 232001,China);Study of multi-sensor data fusion based on adaptive batch estimation algorithm for gas monitoring[J];传感器与微系统;2011-10
6 NING Xuan-jie1,ZHAO Hai1,YIN Zhen-yu1,ZHAO Zhen-yu21(School of Information Science and Engineering,Northeastern University,Shenyang 110004,China)2(Automated workstation of air force of Shenyang Military Region,Shenyang 110015,China);Algorithm for Multi-sensors Data Fusion in WSN[J];小型微型计算机系统;2009-09
7 LIAO Xi-chun~*,QIU min,MAI Han-rong(School of Info.Wuyi Univ.Guangdong Jiangmen 529020,China);The Study on Data Fusion Algorithms of Multi-Sensor Based on Parameter-Estimation[J];传感技术学报;2007-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HE You-guo;YUAN Chao-chun;;Design of refrigerated truck temperature and humidity monitoring system based on SIM908[J];制造业自动化;2015-22
2 HE Jin-gang;ZHANG Wan-li;China Airborne Missile Academy;;Analysis of Centralized Data Fusion Algorithm Based on Multi-Mode Composite Guidance[J];现代防御技术;2015-05
3 WANG Huadong;WANG Dayu;Computer science and technology of Zhoukou Normal University;;An Improved Multiple Wireless Sensor Data Batch Estimation Adaptive Weighted Fusion Algorithm[J];传感技术学报;2015-08
4 HUANG Jian;XU Yong-gang;SUN Zhong-ting;College of Information and Electrical Engineering, China University of Mining and Technology;Xuzhou Electromechanical Engineering Branch, Jiangsu United Vocational College;;Application of Multi-sensor Data Fusion in Underground Mines[J];煤矿机械;2015-07
5 TU Xionggang;CHEN Jun;ZHANG Changjiang;College of Mathematics Physics and Information Engineering,Zhejiang Normal University;School of Design and Arts,Zhejiang Industry Polytehnic College;;NBMA-WSNs:Neural Bipartitions Structure Based Multiagent WSNs Fusion Algorithm[J];传感技术学报;2015-06
6 ZHANG You-chun;ZHANG Gong-yong;ZHU Lian;LI Wei;Department of Electronic Information,Anhui Business Vocational College;Department of Electrical Engineering,Binzhou University;Technology Center,Shandong Donghua Cement Co.Ltd.;;Research on the Intelligent Monitoring Terminal Based on Multi-Sensor Information Fusion[J];兰州工业学院学报;2015-03
7 HAN Yue-xia;LI Xiong-wei;ZHANG Yang;LU Hong-feng;Department of Information Engineering,Ordnance Engineering College;;Design and realization of logistics vehicle terminal system based on IOT[J];传感器与微系统;2015-05
8 LI Xiaoming;WANG Xiaohong;YAO Chuanbo;YU Hongliang;School of Electrical Engineering,University of Jinan;Ji Cheng Electronic Systems Lab Co. ,Ltd;;Data fusion research on cement preheating outlet gas temperature[J];济南大学学报(自然科学版);2015-02
9 CHEN Ya-bin;WANG Ya-gang;ZHOU Dai-tong;School of Optical-Electrical and Computer Engineering,University of Shanghai Science and Technology;Shanghai Xuanrong Automation Technology Co.Ltd.;;A Multi-Sensor Fusion Algorithm based on Modified Dixon Criterion[J];通信技术;2014-10
10 LUO Zhenjun;ZHANG Yingjiang;ZHONG Luo;L Pin;School of Computer Science and Technology,Wuhan University of Technology;Hubei Institute for Food and Drug Control;Hubei University of Technology;;Research on Bayes Variable Frequency CSMA/CA Algorithm in Wireless Sensor Networks[J];传感技术学报;2014-09
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 HAN Bo;ZHANG Peng-hui;XU Hui;LU Liu-bing;ZHANG Jun-ju;School of Electronic and Optical Engineering, Nanjing University of Science and Technology;CNGC North Laser Technology Group Co.,LTD;;Region-based Image Fusion Algorithm Using Bidimensional Empirical Mode Decomposition[J];红外技术;2013-09
2 XIE Qi,LIU Lan-tao,YI Jun-chao(College of Information Engineering,Zhengzhou University,Zhengzhou Henan 450001,China);Clock synchronization algorithm for synchronous sleep and wakeup in ZigBee network[J];计算机应用;2010-S1
3 SUN Xin-wei,SHEN Xing-fa,ZHANG Neng-gui(Institute of Computer Application,Hangzhou Dianzi University,Hangzhou 310018,China);Time synchronization study of periodic sleep for wireless sensor networks[J];机电工程;2010-05
4 PENG Chen,GUO Jing,PEI Ling-xi,WEN Li-yan (School of Electrical and Automation Engineering,Nanjing Normal University,Nanjing 210042,China);Energy-efficiency Strategies in Wireless Sensor Networks[J];控制工程;2010-03
5 WANG Zhu,HAO Xiao-qiang,WEI De-bao(School of Information Science and Engineering,Harbin Institute of Technology at Weihai,Weihai 264209,China);Remote Water Quality Monitoring System Based on WSN and GPRS[J];仪表技术与传感器;2010-01
6 CHENG Li,TAN Feng* (International College, Beijing University of Agriculture, Beijing 102206);Safety of Aquatic Products in China: A Review on Status Quo, Improvement and Control Measures[J];食品科学;2009-23
7 Xu Gang Chen Liping Zhang Ruirui(National Engineering Research Center for Information Technology in Agriculture,Beijing 100097,China);Dormant of Wireless Sensor Networks for Precision Irrigation[J];农业机械学报;2009-S1
8 LI Shuai,LIU Hongli,LIU Shugang College of Electrical and Information,Hunan University,Changsha 410082,China;Energy Consumption at Nodes Wireless Sensor Networks Based on ZigBee[J];科技导报;2009-13
9 LI Xue-lian,SUN Yao,MO Hong-wei School of Automation,Harbin Engineering University,Harbin 150001,China;Research on data fusion algorithm of redundancy information based on least square method[J];计算机工程与应用;2009-15
10 Zhang Rongbiao Gu Guodong Feng Youbing Lian Chengfei(Jiangsu University, Zhenjiang 212013, China);Realization of Communication in Wireless Monitoring System in Greenhouse Based on IEEE802.15.4[J];农业机械学报;2008-08
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