| Autor: |
Yaxiong Xie, Jie Xiong, Mo Li, Jamieson, Kyle |
| Předmět: |
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| Zdroj: |
MobiCom: International Conference on Mobile Computing & Networking; 2019, p1-16, 16p |
| Abstrakt: |
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 bothWARP and cheap off-the-shelf commodity Wi-Fi hardware, and evaluate its performance in different indoor environments. [ABSTRACT FROM AUTHOR] |
| Databáze: |
Complementary Index |
| Externí odkaz: |
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