Title :
A framework for performance modeling of wireless sensor networks
Author :
Liu, Jianming ; Tong Lee
Author_Institution :
Dept. of Inf. Eng., Chinese Univ. of Hong Kong, China
Abstract :
Energy conserving design is the research focus to prolong the lifetime of sensor networks. A simple and effective way to save energy is to place nodes in sleep mode, however, sleep mode corresponds to low power consumption as well as to reduced operation capacity and increased latency. We derive a queuing model for the sensor node and performance models for the whole sensor network. We use our models to study the node and network performance metrics in terms of throughput, energy consumption and packet delivery delay. Our analytical models enable us to explore the trade-off existing between sensor sleep/active dynamics and those performance metrics. We validate our analytical results through extensive simulations and simulation results match well with our analysis and show the accuracy of our framework.
Keywords :
queueing theory; wireless sensor networks; packet delivery delay; queuing model; sleep mode; wireless sensor network; Analytical models; Delay; Energy consumption; Measurement; Peer to peer computing; Power system modeling; Relays; Sensor phenomena and characterization; Throughput; Wireless sensor networks;
Conference_Titel :
Communications, 2005. ICC 2005. 2005 IEEE International Conference on
Print_ISBN :
0-7803-8938-7
DOI :
10.1109/ICC.2005.1494513