Title :
Information fusion based smart home control system and its application
Author :
Zhang, Lan ; Leung, Henry ; Chan, Keith C C
Author_Institution :
Dept. of Electr. & Comput. Eng., Calgary Univ., Calgary, AB
fDate :
8/1/2008 12:00:00 AM
Abstract :
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.
Keywords :
embedded systems; fuzzy control; fuzzy neural nets; home automation; neurocontrollers; sensor fusion; Bluetooth wireless connectivity; Internet access; embedded computational unit; fuzzy logic; fuzzy neural network; in-house networking service; information acquisition module; information fusion; smart home control system; Bluetooth; Computer networks; Control systems; Fuzzy control; Fuzzy logic; Fuzzy neural networks; Home appliances; IP networks; Smart homes; Web and internet services; Information Fusion, Fuzzy Logic, Fuzzy Neural Network, Smart Home;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2008.4637601