DocumentCode :
1295119
Title :
Electromagnetic Interference-Aware Transmission Scheduling and Power Control for Dynamic Wireless Access in Hospital Environments
Author :
Phunchongharn, Phond ; Hossain, Ekram ; Camorlinga, Sergio
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Manitoba, Winnipeg, MB, Canada
Volume :
15
Issue :
6
fYear :
2011
Firstpage :
890
Lastpage :
899
Abstract :
We study the multiple access problem for e-Health applications (referred to as secondary users) coexisting with medical devices (referred to as primary or protected users) in a hospital environment. In particular, we focus on transmission scheduling and power control of secondary users in multiple spatial reuse time-division multiple access (STDMA) networks. The objective is to maximize the spectrum utilization of secondary users and minimize their power consumption subject to the electromagnetic interference (EMI) constraints for active and passive medical de vices and minimum throughput guarantee for secondary users. The multiple access problem is formulated as a dual objective optimization problem which is shown to be NP-complete. We propose a joint scheduling and power control algorithm based on a greedy approach to solve the problem with much lower computational complexity. To this end, an enhanced greedy algorithm is proposed to improve the performance of the greedy algorithm by finding the optimal sequence of secondary users for scheduling. Using extensive simulations, the tradeoff in performance in terms of spectrum utilization, energy consumption, and computational complexity is evaluated for both the algorithms.
Keywords :
Internet; biomedical equipment; communication complexity; greedy algorithms; health care; medical information systems; optimisation; patient care; radio access networks; radiofrequency interference; telemedicine; time division multiple access; EMI; NP-complete; STDMA; active medical devices; computational complexity; dual objective optimization problem; dynamic wireless access; e-Health application; electromagnetic interference constraints; electromagnetic interference-aware transmission scheduling; energy consumption; greedy algorithm; greedy approach; hospital environment; multiple access problem; multiple spatial reuse time-division multiple access networks; passive medical devices; power consumption; power control algorithm; secondary users; Electromagnetic interference; Medical information systems; Medical services; Power control; Quality of service; Wireless communication; Electromagnetic interference (EMI); electronic health (e-Health) applications; power control; time-division multiple access (TDMA) with spatial reuse; transmission scheduling; Algorithms; Computer Communication Networks; Computer Simulation; Electric Power Supplies; Electromagnetic Phenomena; Health Facility Environment; Hospitals; Humans; Models, Theoretical; Wireless Technology;
fLanguage :
English
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
Publisher :
ieee
ISSN :
1089-7771
Type :
jour
DOI :
10.1109/TITB.2011.2164258
Filename :
5981392
Link To Document :
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