Information fusion based smart home control system and its application

被引:43
|
作者
Zhang, Lan [1 ]
Leung, Henry [1 ]
Chan, Keith C. C. [2 ]
机构
[1] Univ Calgary, Dept Elect & Comp Engn, Calgary, AB, Canada
[2] Hong Kong Polytech Univ, Dept Comp, Kowloon, Hong Kong, Peoples R China
关键词
information fusion; fuzzy logic; fuzzy neural network; smart home;
D O I
10.1109/TCE.2008.4637601
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an information fusion based smart home control system. The proposed control framework includes an internet access and information acquisition module, in-house networking services with bluetooth wireless connectivity, an information fusion based controller using fuzzy logic and fuzzy neural network and embedded computational units in home appliances. It integrates information from multiple sources to control home appliances to create the smart home environment. The detailed description of the proposed system, from design to implementation, is given in this paper(1).
引用
收藏
页码:1157 / 1165
页数:9
相关论文
共 50 条
  • [11] A WiFi and PLC Based Smart Home Control System
    Huang Risheng
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY APPLICATIONS (ICCITA), 2016, 53 : 160 - 164
  • [12] Multi-agent control system with information fusion based comfort model for smart buildings
    Wang, Zhu
    Wang, Lingfeng
    Dounis, Anastasios I.
    Yang, Rui
    [J]. APPLIED ENERGY, 2012, 99 : 247 - 254
  • [13] Research of Heterogeneous Network Protocol Data Fusion in Smart Home Control System Based on Spatial Outlier
    Shi, Kai
    Tang, Minwei
    Wang, Zhanquan
    [J]. 2014 FOURTH INTERNATIONAL CONFERENCE ON INSTRUMENTATION AND MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC), 2014, : 851 - 856
  • [14] A collaboration method of MAS based on information fusion and its application in RoboCupRescue simulation system
    Wu, Min
    Zhang, Xiaoyong
    Peng, Jun
    Lin, Kuo-Chi
    [J]. CTS 2007: PROCEEDINGS OF THE 2007 INTERNATIONAL SYMPOSIUM ON COLLABORATIVE TECHNOLOGIES AND SYSTEMS, 2007, : 137 - +
  • [15] Design of Home Appliance Control System in Smart Home based on WiFi IoT
    Xiao, Zheng
    Liu, Deng
    Cao, Dongsheng
    Wang, Xinggang
    [J]. PROCEEDINGS OF 2018 IEEE 3RD ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC 2018), 2018, : 765 - 770
  • [16] A Smart Home Control System based on Context and Human Speech
    Han, Yoonseon
    Hyun, Jonghwan
    Jeong, Taeyeol
    Yoo, Jae-Hyoug
    Hong, James Won-Ki
    [J]. 2016 18TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATIONS TECHNOLOGY (ICACT) - INFORMATION AND COMMUNICATIONS FOR SAFE AND SECURE LIFE, 2016, : 165 - 169
  • [17] A Smart Home Remote Control System Based on ARM and ZigBee
    Ni, Yepeng
    Shuai, Qianjun
    Chai, Jianping
    Liu, Jianbo
    [J]. 2014 INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL THEORY AND APPLICATION, 2014, : 129 - 132
  • [18] The Smart Home Control System Based on the ZigBee and Infrared Technology
    Sun Yunjun
    [J]. 2017 INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA), 2017, : 101 - 104
  • [19] Design and realization of the smart home control system based on the Bluetooth
    Zhuang Yufeng
    Jiang Ruqiao
    [J]. 2015 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA AND SMART CITY (ICITBS), 2016, : 286 - 289
  • [20] Development of Smart Home Gesture-based Control System
    Wang, Rong-Jing
    Lai, Shu-Chen
    Jhuang, Ji-Yun
    Ho, Ming-Chin
    Shiau, Yan-Chyuan
    [J]. SENSORS AND MATERIALS, 2021, 33 (10) : 3459 - 3471