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Enhancing the radio link quality of device-free localization system using directional antennas

Published: 12 April 2019 Publication History

Abstract

Device-Free Localization (DfL) exploits the radio signal irregularities, hence can be used as an assistive technology to detect the moving entities, e.g. people, without the need for wearable devices. However, most of DfL systems employ omni-directional antennas, where the localization accuracy of these systems experienced the complex multipath propagation behavior. The directional micro-strip patch antennas have been implemented into the existing DfL system to observe the quality of radio link behavior and its effect to the human indoor localization accuracy. The performance of the proposed system has been evaluated and compared to the existing omni-directional attenuation-based DfL, which usually experienced the complex multipath propagation problem. Result shows that the proposed system was able to accurately detect a human presence in both static and moving scenarios, with a significant improvement in the quality of radio links behavior.

References

[1]
O. Kaltiokallio, M. Bocca, and N. Patwari (2012). "Follow@ grandma: Long-term device-free localization for residential monitoring', IEEE 37th Conference on Local Computer Networks Workshops (LCN Workshops), pp. 991--998
[2]
M. Bocca, O. Kaltiokallio, and N. Patwari (2013). 'Radio tomographic imaging for ambient assisted living', Evaluating AAL Systems Through Competitive Benchmarking, EvAAL 2012, S. Chessa, S. Knauth (eds)., Springer: Berlin, Heidelberg, Vol.362, pp. 108--130
[3]
S. Shukri, L. M. Kamarudin, D. L. Ndzi, A. Zakaria, S. N. Azemi, K. Kamarudin and S. M. Zakaria (2017). 'RSSI-based Device Free Localization for Elderly Care Application', Proceedings of International Conference on Internet of Things, Big data and Security (IoTBDS), Porto, Portugal, pp. 125--135
[4]
B. H. Walke, S. Mangold and L. Berlemann (2007). IEEE 802 wireless systems: protocols, multi-hop mesh/relaying, performance and spectrum coexistence. John Wiley & Sons. {Online}. Available: http://onlinelibrary.wiley.com/book/10.1002/9780470058800
[5]
D. I. Curiac, Wireless sensor network security enhancement using directional antennas: State of the art and research challenges. Sensors 2016. 16(4), pp. 488
[6]
B. Wei, A. Varshney, N. Patwari, W. Hu, T. Voigt, and C. T. Chou (2015). 'drti: Directional Radio Tomographic Imaging', Proceedings of International Conference on Information Processing in Sensor Networks (IPSN), Seattle, Washington, pp. 166--177
[7]
L. Mottola, L, T. Voigt, and G. P. Picco (2013). Electronically-switched directional antennas for wireless sensor networks: A full-stack evaluation, Proceedings of IEEE International Conference on Sensing, Communication and Networking 2013 (SECON '13), New Orleans, LA, USA, 2013, pp. 176--184.
[8]
M. Nilsson (2009). Directional antennas for wireless sensor networks, Proceedings of 9th Scandinavian Workshop on Wireless Adhoc Networks 2009 (Adhoc'09), Uppsala, May 4-5, 2009. {Online}. Available: http://soda.swedish-ict.se/3605/2/adhoc2009_final_paper_0.pdf
[9]
A. Al-Sehemi, A. Al-Ghamdi, N. Dishovsky, N. Atanasov, G. Atanasova (2017). 'On-body investigation of a compact planar antenna on multilayer polymer composite for body-centric wireless communications', AEU-International Journal of Electronics and Communications, Vol.82, pp. 20--29

Cited By

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  • (2024)On the Impact of the Antenna Radiation Patterns in Passive Radio SensingIEEE Antennas and Wireless Propagation Letters10.1109/LAWP.2023.332795523:2(503-507)Online publication date: Feb-2024
  • (2023)An EM Body Model for Device-Free Localization with Multiple Antenna Receivers: A First Study2023 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC)10.1109/APWC57320.2023.10297446(164-169)Online publication date: 9-Oct-2023
  • (2022)Electromagnetic Models for Device-Free Radio Localization with Antenna Arrays2022 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC)10.1109/APWC49427.2022.9899896(042-046)Online publication date: 5-Sep-2022

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  1. Enhancing the radio link quality of device-free localization system using directional antennas

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      cover image ACM Other conferences
      ICCBN '19: Proceedings of the 7th International Conference on Communications and Broadband Networking
      April 2019
      76 pages
      ISBN:9781450362474
      DOI:10.1145/3330180
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

      In-Cooperation

      • UPM: Universiti Putra Malaysia
      • NITech: Nagoya Institute of Technology
      • Iv. Javakhishvili Tbilisi State University, Georgia

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 12 April 2019

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      Author Tags

      1. Device-free Localization
      2. Elderly Care Application
      3. Indoor Localization
      4. Indoor Propagation
      5. Microstrip Antenna

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      • Ministry of Higher Education Malaysia

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      ICCBN 2019

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      Cited By

      View all
      • (2024)On the Impact of the Antenna Radiation Patterns in Passive Radio SensingIEEE Antennas and Wireless Propagation Letters10.1109/LAWP.2023.332795523:2(503-507)Online publication date: Feb-2024
      • (2023)An EM Body Model for Device-Free Localization with Multiple Antenna Receivers: A First Study2023 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC)10.1109/APWC57320.2023.10297446(164-169)Online publication date: 9-Oct-2023
      • (2022)Electromagnetic Models for Device-Free Radio Localization with Antenna Arrays2022 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC)10.1109/APWC49427.2022.9899896(042-046)Online publication date: 5-Sep-2022

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