Title :
Achieving Energy Efficient Transmission in Wireless Body Area Networks for the Physiological Monitoring of Military Soldiers
Author :
Egbogah, Emeka E. ; Fapojuwo, Abraham O.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Calgary, Calgary, AB, Canada
Abstract :
In this paper, the energy consumption within a soldier worn wireless body area network (WBAN) is minimized by formulating and solving two optimization problems. In the first optimization problem, Karush-Kuhn-Tucker (KKT) optimality conditions are used to analytically determine the effect of jointly optimizing transmission power, payload size, and retransmissions on energy consumption for transmission along a link within a WBAN, under a packet error rate (PER) constraint. In the second optimization problem, sensor nodes with different source rates and placements on the body are configured to use variable transmission power, payload size, and retransmission in order to minimize the total energy consumption in the WBAN under a PER constraint. This is a non-linear non-convex problem that is converted into an easily solvable convex optimization problem using generalized geometric programming. The numerical results show that using the joint optimization approach for the transmission configuration parameters can increase the WBAN network lifetime by two folds when compared against a configuration that only optimizes transmission power and retransmissions.
Keywords :
body area networks; concave programming; energy conservation; error statistics; geometric programming; military communication; nonlinear programming; packet radio networks; patient monitoring; physiology; KKT optimality condition; Karush-Kuhn-Tucker; PER constraint; WBAN; WBAN network lifetime; energy consumption minimization; energy efficient transmission; generalized geometric programming; military soldiers; nonlinear nonconvex problem; packet error rate; payload size optimization; physiological monitoring; retransmission optimisation; sensor node; source rate; transmission configuration parameter; transmission power optimization; variable transmission power; wireless body area network; Biomedical monitoring; Electroencephalography; Energy consumption; Optimization; Payloads; Quality of service; Tin; energy efficiency; health monitoring; quality of service (QoS); wireless body area networks;
Conference_Titel :
Military Communications Conference, MILCOM 2013 - 2013 IEEE
Conference_Location :
San Diego, CA
DOI :
10.1109/MILCOM.2013.233