Title :
Research on an MAS-based smart home network
Author :
Wang, Lu ; Wang, Zhiliang ; Gao, Xiaoliang ; Du, Kunkun
Author_Institution :
Sch. of Inf. Eng., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
On the analysis of the demand of the smart home network, this paper summarizes the characteristics of the smart home network, and proposes a smart home network model based on Multi-Agent System. Each component of the model is presented. It analyzes the function design and implement model for each agent. The paper proposes an improved Q-learning algorithm, which is applied to MAS in the smart home network. It also describes the functions of two agent devices, and gives the implementation models.
Keywords :
multi-agent systems; MAS-based smart home network; Q-learning algorithm; multiagent system; two agent devices; Data communication; Intelligent agent; Learning; Markov processes; Multiagent systems; Smart homes; Zigbee;
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2010 International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-7047-1
DOI :
10.1109/ICICIP.2010.5564333
