Title :
A WSN-Based Intelligent Light Control System Considering User Activities and Profiles
Author :
Pan, Meng-Shiuan ; Yeh, Lun-Wu ; Chen, Yen-Ann ; Lin, Yu-Hsuan ; Tseng, Yu-Chee
Author_Institution :
Dept. of Comput. Sci., Nat. Chiao-Tung Univ., Hsinchu
Abstract :
Recently, wireless sensor networks (WSNs) have been widely discussed in many applications. In this paper, we propose a WSN-based intelligent light control system for indoor environments. Wireless sensors are responsible for measuring current illuminations. Two kinds of lighting devices, namely, whole lighting and local lighting devices, are used to provide background and concentrated illuminations, respectively. Users may have various illumination requirements according to their activities and profiles. An illumination requirement is as the combination of background and concentrated illumination demands and users´ locations. We consider two requirement models, namely, binary satisfaction and continuous satisfaction models, and propose two decision algorithms to determine the proper illuminations of devices and to achieve the desired optimization goals. Then, a closed-loop device control algorithm is applied to adjust the illumination levels of lighting devices. The prototyping results verify that our ideas are practical and feasible.
Keywords :
closed loop systems; intelligent control; lighting control; wireless sensor networks; WSN-based intelligent light control system; background illumination; binary satisfaction model; closed-loop device control; concentrated illumination; continuous satisfaction model; indoor environments; local lighting devices; user activities; user profiles; whole lighting devices; wireless sensor networks; Communication system control; Control systems; Indoor environments; Intelligent control; Intelligent sensors; Intelligent systems; Lighting control; Media Access Protocol; Monitoring; Wireless sensor networks; Intelligent buildings; light control; pervasive computing; wireless communication; wireless sensor network;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2008.2004294