SAH: Fine-grained RFID Localization with Antenna Calibration
Xu Zhang, Jia Liu, Xingyu Chen, Wenjie Li, Lijun Chen
Abstract
Radio frequency identification (RFID) based localization has attracted increasing attentions due to competitive advantages of RFID tags: unique identification, low-cost, and battery-free. Although many advanced phase-based localization methods are proposed, few of them take fully the unknown phase center (PC) and the phase offset (PO) into account, which however are the key factors in fine-grained localization. In this paper, we propose a novel localization algorithm called Segment Aligned Hologram (SAH) that jointly calibrates the PC and the PO. SAH first builds a phase matrix and then designs a phase alignment algorithm based on the phase matrix for reducing the multi-path effect. Afterwards, SAH constructs a hologram for calibration and localization, which greatly reduces the system errors. We implement SAH through commercial RFID devices. Extensive experiments show that SAH can achieve a fine-grained localization accuracy in both the lateral and the radial directions with only a single antenna.
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