dRTI: directional radio tomographic imaging

Wei, Bo and Varshney, Ambuj and Patwari, Neal and Hu, Wen and Voigt, Thiemo and Chou, Chun Tung (2015) dRTI: directional radio tomographic imaging. In: IPSN 2015: Proceedings of the 14th International Conference on Information Processing in Sensor Networks. ACM, USA, pp. 166-177. ISBN 9781450334754

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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:
Contribution in Book/Report/Proceedings
ID Code:
171659
Deposited By:
Deposited On:
15 Jul 2022 11:15
Refereed?:
Yes
Published?:
Published
Last Modified:
15 Jul 2022 11:15