Title
A three-dimensional network coverage optimization algorithm in healthcare system
Abstract
This paper presents a healthcare monitoring architecture coupled with a wireless sensor network and wearable sensor systems which monitor chronic patients in nursing house or the elderly in their home. With this architecture, we investigate how sensor nodes are deployed in the three-dimension (3D) monitoring region to achieve uniform distribution, which directly determines the Quality of Service (QoS). Based on the existing two-dimension (2D) coverage-enhancing algorithms for wireless sensor networks, a 3D sensing model and a coverage optimization algorithm are proposed in this paper. Firstly, an intelligent optimization algorithm is utilized to adjust the position of sensor nodes. Then, we pick out the redundant nodes with the set coverage algorithm, and move them into the uncovered area to increase the coverage ratio. The simulation results show that the coverage ratio increased by the coverage optimization algorithm compared with the other coverage algorithms.
Year
DOI
Venue
2014
10.1109/HealthCom.2014.7001862
Healthcom
Keywords
Field
DocType
three-dimensional network coverage optimization algorithm,optimisation,medical information systems,healthcare monitoring architecture,three-dimension sensing model,three-dimension monitoring region,quality of service,wireless sensor network,two-dimension coverage-enhancing algorithms,patient monitoring,chronic patients,coverage,redundant nodes,qos,intelligent optimization,3d sensing model,wireless sensor networks,nursing house,healthcare,healthcare system,wearable sensor systems,coverage optimization algorithm,optimization,sensors
Key distribution in wireless sensor networks,Data mining,Wearable computer,Computer science,Computer network,Quality of service,Uniform distribution (continuous),Real-time computing,Optimization algorithm,Mobile wireless sensor network,Healthcare system,Wireless sensor network
Conference
Citations 
PageRank 
References 
1
0.37
7
Authors
7
Name
Order
Citations
PageRank
Xiaoshuang Liu154.15
Guixia Kang210636.59
Ningbo Zhang3644.63
Bingning Zhu410.37
Congcong Li5412.66
Yi Chai637543.43
Yuncheng Liu710.37