Improved Distance Estimation using a Constellation of RFID Tags - Archive ouverte HAL
Communication Dans Un Congrès Année : 2016

Improved Distance Estimation using a Constellation of RFID Tags

Résumé

In this paper, we present a new approach using a group or a constellation of RFID tags in place of a single tag for distance estimation in order to improve it. We study the performance of a single active UHF-RFID tag operating at 433 MHz band compared to the constellation of four similar tags as its replacement. Distance estimations are performed using One-Slope Model (OSM). The improvements in distance estimations with constellations are based on averaging algorithm which helps to tolerate the noisy power measurements observed for a single tag. We also compare the performance of the constellations with different sizes to find the optimal size of a constellation. Experimental validations demonstrate the performance improvements while using constellations for distance estimation. For the best constellation the average estimation error was below 0.35 m and remaining below 0.84 m for more than 90% of the times with maximum error of 1.23 m.
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Dates et versions

hal-03822804 , version 1 (21-10-2022)

Identifiants

  • HAL Id : hal-03822804 , version 1

Citer

Vighnesh Gharat, Elizabeth Colin, Catherine Maréchal, Geneviève Baudoin. Improved Distance Estimation using a Constellation of RFID Tags. International Conference on Indoor Positioning and Indoor Navigation (IPIN), Oct 2016, Alcalá de Henares, Spain. ⟨hal-03822804⟩
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