mD-Track: Leveraging Multi-Dimensionality for Passive Indoor Wi-Fi Tracking
Author(s): Xie, Yaxiong; Xiong, Jie; Li, Mo; Jamieson, Kyle
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Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Xie, Yaxiong | - |
dc.contributor.author | Xiong, Jie | - |
dc.contributor.author | Li, Mo | - |
dc.contributor.author | Jamieson, Kyle | - |
dc.date.accessioned | 2021-10-08T19:49:29Z | - |
dc.date.available | 2021-10-08T19:49:29Z | - |
dc.date.issued | 2019 | en_US |
dc.identifier.citation | Xie, Yaxiong, Jie Xiong, Mo Li, and Kyle Jamieson. "mD-Track: Leveraging Multi-Dimensionality for Passive Indoor Wi-Fi Tracking." In 25th Annual International Conference on Mobile Computing and Networking (2019): pp. 1-16. doi:10.1145/3300061.3300133 | en_US |
dc.identifier.uri | https://arxiv.org/pdf/1812.03103.pdf | - |
dc.identifier.uri | http://arks.princeton.edu/ark:/88435/pr12v86 | - |
dc.description.abstract | Wi-Fi localization and tracking face accuracy limitations dictated by antenna count (for angle-of-arrival methods) and frequency bandwidth (for time-of-arrival methods). This paper presents mD-Track, a device-free Wi-Fi tracking system capable of jointly fusing information from as many dimensions as possible to overcome the resolution limit of each individual dimension. Through a novel path separation algorithm, mD-Track can resolve multipath at a much finer-grained resolution, isolating signals reflected off targets of interest. mD-Track can localize human passively at a high accuracy with just a single Wi-Fi transceiver pair. mD-Track also introduces novel methods to greatly streamline its estimation algorithms, achieving real-time operation. We implement mD-Track on both WARP and cheap off-the-shelf commodity Wi-Fi hardware, and evaluate its performance in different indoor environments. | en_US |
dc.format.extent | 1 - 16 | en_US |
dc.language.iso | en_US | en_US |
dc.relation.ispartof | 25th Annual International Conference on Mobile Computing and Networking | en_US |
dc.rights | Author's manuscript | en_US |
dc.title | mD-Track: Leveraging Multi-Dimensionality for Passive Indoor Wi-Fi Tracking | en_US |
dc.type | Conference Article | en_US |
dc.identifier.doi | 10.1145/3300061.3300133 | - |
pu.type.symplectic | http://www.symplectic.co.uk/publications/atom-terms/1.0/conference-proceeding | en_US |
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File | Description | Size | Format | |
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MdTrackWiFiTr.pdf | 3 MB | Adobe PDF | View/Download |
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