Title :
A smart communication architecture for ambient assisted living
Author :
Lloret, Jaime ; Canovas, Alejandro ; Sendra, Sandra ; Parra, Lucas
Author_Institution :
Univ. Politec. de Valencia, Valencia, Spain
fDate :
1/1/2015 12:00:00 AM
Abstract :
Intelligent systems and communication technologies have experienced huge advances in the last few years. AAL can benefit from mixing both research fields. This article presents an intelligent communication architecture for AAL. It uses artificial intelligence to process the information gathered from several types of communication (e.g., wireless sensor networks, wireless ad hoc networks, wireless mesh networks) over any type of communication technologies (e.g., device-to-device, machine-to-machine, sensor-actuator), know what is happening in the network, and detect if elderly people need assistance. The article shows the main intelligent algorithms included in the AAL system and the developed software application. Several real measurements validate the operation of our proposal.
Keywords :
artificial intelligence; assisted living; biomedical telemetry; data acquisition; data analysis; geriatrics; medical computing; telemedicine; wireless mesh networks; wireless sensor networks; AAL system; ambient assisted living; artificial intelligence; communication types; device-to-device communication technology; elderly people assistance; information acquisition; information processing; intelligent communication architecture; intelligent communication technology; intelligent system; machine-to-machine communication technology; main intelligent algorithm; sensor-actuator communication technology; smart communication architecture; software application; wireless ad hoc network; wireless mesh network; wireless sensor network; Aging; Ambient networks; Assisted living; Intelligent sensors; Mobile communication; Network architecture; Senior citizens; Smart phones; Temperature sensors; Wireless communication; Wireless sensor networks;
Journal_Title :
Communications Magazine, IEEE
DOI :
10.1109/MCOM.2015.7010512