Title :
Based on the energy detection of location research in wireless sensor network
Author :
Yue, Kui ; Guo, Rui ; Liu, Xinxin ; Yan, Bin
Author_Institution :
Coll. of Autom. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
The node localization is one of the key technologies in most applications of Wireless Sensor Networks (WSNs), moreover the error of distance measurements to some extent affected the nodes localization´s precision. Aiming at the influence of RF signal by various disturbing, which lead to ranging imprecise, this paper provided an improved limiting the average filtering algorithm (ILAFA), calibrated range measurement between nodes and optimization of beacon node in sensor network, then localizing nodes by using Weighted Least Square Estimates(WLSE). Experiments and simulations show that this algorithm improves the accuracy of estimates of distance and yields better performance than traditional RSSI trilateral algorithm in the same conditions.
Keywords :
distance measurement; least squares approximations; optimisation; signal detection; wireless sensor networks; average filtering algorithm; beacon node; calibrated range measurement; distance measurements; energy detection; location research; node localization; optimization; radiofrequency signal; weighted least square estimates; wireless sensor network; Distance measurement; Periodic structures; Wireless communication; ILAFA; WLSE; c wireless sensor networks; localization distance measurement based on ED;
Conference_Titel :
Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-61284-485-5
DOI :
10.1109/ICCSN.2011.6014319