Title :
Hop-count based localization algorithm for wireless sensor networks
Author :
El Assaf, Ahmad ; Zaidi, Slim ; Affes, Sofiene ; Kandil, Nahi
Author_Institution :
INRS-EMT, Univ. du Quebec, Montreal, QC, Canada
Abstract :
In this work, we propose a novel hop-count based localization algorithm able to reduce errors due to mapping the hops into distance units. Using the proposed algorithm, the mean hop size hs is locally derived at each regular or position-unaware node, thereby avoiding its broadcast by anchors (i.e., a few nodes aware of their exact position) as usually required in current state-of-the-art solutions and, hence, resulting in less battery power depletion. The analytical expression of hs is derived for different node distributions. Furthermore, it is shown that it is possible to locally compute h̅s at each regular node with or even without prior knowledge of the node distribution. Simulations results show that the proposed scheme outperforms the most representative hop count based localization schemes in terms of accuracy.
Keywords :
wireless sensor networks; battery power depletion; hop-count based localization algorithm; position-unaware node; wireless sensor network; Accuracy; Estimation; Gaussian distribution; Probability density function; Random variables; Signal processing algorithms; Wireless sensor networks; hop-count based; localization accuracy; nonparametric approach; wireless sensor networks;
Conference_Titel :
Microwave Symposium (MMS), 2013 13th Mediterranean
Conference_Location :
Saida
DOI :
10.1109/MMS.2013.6663118