Location Discovery Based on Fuzzy Geometry in Passive Sensor Networks

International Journal of Digital Multimedia Broadcasting - Tập 2011 - Trang 1-6 - 2011
Rui Wang1, Wenming Cao2, Wanggen Wan1
1School of Communication and Information Engineering, Shanghai University, Shanghai 200072, China,
2School of Information Engineering, Shenzhen University, Shenzhen, 518060, China

Tóm tắt

Location discovery with uncertainty using passive sensor networks in the nation's power grid is known to be challenging, due to the massive scale and inherent complexity. For bearings-only target localization in passive sensor networks, the approach of fuzzy geometry is introduced to investigate the fuzzy measurability for a moving target inR2space. The fuzzy analytical bias expressions and the geometrical constraints are derived for bearings-only target localization. The interplay between fuzzy geometry of target localization and the fuzzy estimation bias for the case of fuzzy linear observer trajectory is analyzed in detail in sensor networks, which can realize the 3-dimensional localization including fuzzy estimate position and velocity of the target by measuring the fuzzy azimuth angles at intervals of fixed time. Simulation results show that the resulting estimate position outperforms the traditional least squares approach for localization with uncertainty.

Từ khóa


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Thông tin xuất bản

International Journal of Digital Multimedia Broadcasting

Tập 2011

1-6

Thông tin tác giả