Title :
The use of antenna radiation pattern in node localisation algorithms for wireless sensor networks
Author :
Mwila, Martin K. ; Djouani, Karim ; Kurien, A.
Author_Institution :
F´SATIE/TUT, Pretoria, South Africa
Abstract :
Localisation or position determination is one of the most important applications for wireless sensor networks since the locations of the sensor nodes are critical to both network operations and most application level tasks. Numerous techniques for localisation of sensor nodes have been proposed that make use the Received Signal Strength Indicator (RSSI) from sensor nodes due to its simplicity and cost. Most of the research thus far has regarded the RSSI technology as unsuitable for accurate localisation due to the limited accuracy inherent to the current ranging model. These models, however, make the assumption that the antenna radiation pattern is omnidirectional targeted to simplifying the complexity of the algorithms. An increasing number of sensor systems are now deploying directional antennas due to their advantages like energy conservation and better bandwidth utilisation. The study presented by this paper reviews some related works that include the antenna radiation pattern of the sensor node during the localisation process and proposes an efficient approach to increasing localisation accuracy using antenna radiation pattern.
Keywords :
antenna radiation patterns; directive antennas; energy conservation; omnidirectional antennas; telecommunication power management; wireless sensor networks; RSSI; antenna radiation pattern; bandwidth utilisation; current ranging model; directional antennas; energy conservation; node localisation; omnidirectional targeted; received signal strength indicator; sensor node; wireless sensor networks; Accuracy; Antenna radiation patterns; Cost function; Distance measurement; Equations; Mathematical model; Vectors; Antenna Radiation Pattern; Gauss-Newton Optimisation; Node Localisation; Sensor Data Fusion;
Conference_Titel :
Wireless Communications and Mobile Computing Conference (IWCMC), 2014 International
Conference_Location :
Nicosia
Print_ISBN :
978-1-4799-7324-8
DOI :
10.1109/IWCMC.2014.6906468