DocumentCode
162986
Title
EMI-aware central processing point deployment for wireless networks in hospitals
Author
Majedi, Nick ; Naeem, M. ; Shaharyar, Khwaja Ahmed ; Anpalagan, Alagan
Author_Institution
WINCORE Lab., Ryerson Univ., Toronto, ON, Canada
fYear
2014
fDate
1-4 June 2014
Firstpage
173
Lastpage
177
Abstract
In this paper, we introduce an approach to jointly minimize energy consumption of wireless transmitters and the harmful interference on sensitive medical devices, and optimize the central controller placement for collecting data from transmitters. More specifically, a multi-objective non-convex mixed-integer non-linear programming (MINLP) problem is defined and formulated to optimize transmit power of wireless users and central processing point (CPP) deployment along with guaranteeing minimized EMI to comply with the immunity level of medical devices. To solve this problem, an important step is to convexify it. Then we propose the use of a standard branch-and-bound algorithm. Also the program is coded in MATLAB with the help of OPTItoolbox to find the optimal solution. To conduct a numerical result analysis, we considered different cases within a single floor of a hospital and a few scenarios for a two-storey hospital building. Our results show the improvement in throughput and guaranteed immunity for medical devices, when the proposed formulation is deployed along with a branch-and-bound algorithm.
Keywords
biomedical equipment; electromagnetic interference; hospitals; integer programming; nonlinear programming; power consumption; radio transmitters; wireless channels; EMI-aware central processing point deployment; MATLAB; MINLP; OPTItoolbox; branch-and-bound algorithm; central controller placement; coded program; energy consumption; harmful interference; immunity level; multiobjective nonconvex mixed-integer nonlinear programming; sensitive medical devices; transmit power; two-storey hospital building; wireless networks; wireless transmitters; wireless users; Buildings; Electromagnetic interference; Hospitals; Immune system; Monitoring; Wireless communication; Wireless sensor networks; central controllers; e-Healthcare; electromagnetic interference; global optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (QBSC), 2014 27th Biennial Symposium on
Conference_Location
Kingston, ON
Type
conf
DOI
10.1109/QBSC.2014.6841208
Filename
6841208
Link To Document