DocumentCode :
111605
Title :
Wireless Resource Allocation in Next Generation Healthcare Facilities
Author :
Naeem, M. ; Pareek, Udit ; Lee, Daniel C. ; Khwaja, A.S. ; Anpalagan, Alagan
Author_Institution :
COMSATS Inst. of Inf. Technol.-Wah, Wah Cantonment, Pakistan
Volume :
15
Issue :
3
fYear :
2015
fDate :
Mar-15
Firstpage :
1463
Lastpage :
1474
Abstract :
Healthcare facilities with intelligent wireless devices can reduce the workload of the paramedic staff. These devices include low-power wireless sensors, personal wireless hub (PWH), and receivers. The PWH can act as a relay in the hospital network. To help the wireless sensor devices, we use multiple PWHs to transfer sensor data to the main central controller. The use of multiple PWHs can increase the performance of the wireless network in the hospital. It also adds reliability to the coverage of the wireless network. In this paper, we propose a framework and low-complexity algorithm for interference aware joint power control and multiple PWH assignment (IAJPCPA) in a hospital building with cognitive radio capability. In the proposed framework, any wireless sensor device can send and receive data from multiple PWHs. The proposed IAJPCPA is a nonconvex mixed integer nonlinear optimization problem, which is generally NP-hard. The main objective of IAJPCPA is to maximize the total transmission data rate by assigning PWHs to the wireless sensor devices under the constraint of acceptable interference to the licensed wireless devices. To this end, we present an efficient PWH assignment and power control scheme for IAJPCPA problem by employing an upper bound on the IAJPCPA that converts the nonconvex problem into a convex optimization problem. Finally, we examine the effect of different system parameters on the performance of the proposed algorithm.
Keywords :
biomedical communication; cognitive radio; computational complexity; concave programming; health care; integer programming; interference suppression; nonlinear programming; power control; resource allocation; telecommunication control; telecommunication network reliability; telemedicine; wireless sensor networks; IAJPCPA problem; NP-hard problem; central controller; cognitive radio capability; convex optimization problem; hospital building; hospital network; intelligent wireless devices; interference aware joint power control and multiple PWH assignment; low-complexity algorithm; low-power wireless sensor devices; multiple PWHs; next generation healthcare facilities; nonconvex mixed integer nonlinear optimization problem; personal wireless hub; receivers; reliability; total transmission data rate; upper bound; wireless network; wireless resource allocation; Cognitive radio; Hospitals; Interference; Sensors; Wireless sensor networks; Automated hospitals; Interference aware power control; PWHs; Relays; Wireless sensor devices; automated hospitals; interference aware power control; wireless sensor devices;
fLanguage :
English
Journal_Title :
Sensors Journal, IEEE
Publisher :
ieee
ISSN :
1530-437X
Type :
jour
DOI :
10.1109/JSEN.2014.2363571
Filename :
6926766
Link To Document :
بازگشت