dRTI: Directional Radio Tomographic Imaging

Wei, Bo, Varshney, Ambuj, Patwari, Neal, Hu, Wen, Voigt, Thiemo and Chou, Chun Tung (2015) dRTI: Directional Radio Tomographic Imaging. In: ISPN 2015 - 14th International Conference on Information Processing in Sensor Networks, 13th - 16th April 2015, Seattle, USA.

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Wei et al - dRTI directional radio tomographic imaging AAM.pdf - Accepted Version

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Official URL: http://dx.doi.org/10.1145/2737095.2737118

Abstract

Radio tomographic imaging (RTI) enables device free localisation of people and objects in many challenging environments and situations. Its basic principle is to detect the changes in the statistics of radio signals due to the radio link obstruction by people or objects. However, the localisation accuracy of RTI suffers from complicated multipath propagation behaviours in radio links. We propose to use inexpensive and energy efficient electronically switched directional (ESD) antennas to improve the quality of radio link behaviour observations, and therefore, the localisation accuracy of RTI. We implement a directional RTI (dRTI) system to understand how directional antennas can be used to improve RTI localisation accuracy. We also study the impact of the choice of antenna directions on the localisation accuracy of dRTI and propose methods to effectively choose informative antenna directions to improve localisation accuracy while reducing overhead. Furthermore, we analyse radio link obstruction performance in both theory and simulation, as well as false positives and false negatives of the obstruction measurements to show the superiority of the directional communication for RTI. We evaluate the performance of dRTI in diverse indoor environments and show that dRTI significantly outperforms the existing RTI localisation methods based on omni-directional antennas.

Item Type: Conference or Workshop Item (Paper)
Subjects: G400 Computer Science
Department: Faculties > Engineering and Environment > Computer and Information Sciences
Depositing User: Paul Burns
Date Deposited: 20 Nov 2018 11:37
Last Modified: 28 Oct 2019 11:45
URI: http://nrl.northumbria.ac.uk/id/eprint/36806

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