Title :
A research on discrete probability estimate (DPE) localization algorithm in wireless sensor networks
Author :
Jin, Rencheng ; Xu, Hao ; Wei, Ning ; Meng, Lisha ; Wang, Liding
Author_Institution :
Res. Center of Microsyst. Technol., Dalian Univ. of Technol., Dalian, China
Abstract :
This paper, from the law of normal distribution, we try some new methods of data acquisition and processing. Through depth analysis of probability distribution mechanism, this paper presents that we can use the rectangular area to replace the overlap regions. Through rasterization method, a kind of discrete probability estimate localization algorithm is established. In reducing the calculation of the node as far as possible, the new algorithm is easy to understanding and application, which overcome shortcomings of continuous probability distribution algorithm. Experiment results show that the algorithm we proposed in the paper has better location performance, compared with the typical location algorithm.
Keywords :
data acquisition; normal distribution; sensor placement; wireless sensor networks; DPE localization algorithm; continuous probability distribution algorithm; data acquisition; data processing; depth analysis; discrete probability estimate localization algorithm; normal distribution; rasterization method; rectangular area; wireless sensor networks; Algorithm design and analysis; Educational institutions; Estimation; Gaussian distribution; Wireless communication; Wireless sensor networks;
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2012 Third International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4577-2144-1
DOI :
10.1109/ICICIP.2012.6391444