TY - JOUR
T1 - 3D target location based on RFID polarization phase model
AU - Shi, Wei
AU - Chen, Zuhao
AU - Zhao, Kun
AU - Xi, Wei
AU - Qu, Yuhang
AU - He, Hui
AU - Guo, Zhenge
AU - Ma, Zhe
AU - Huang, Xuhui
AU - Wang, Peng
AU - Dong, Bo
AU - Zhao, Jizhong
N1 - Publisher Copyright:
© 2022, The Author(s).
PY - 2022/12
Y1 - 2022/12
N2 - The three-dimensional target position is vital to automatic driving, which can efficiently detect the geometrical shape of obstacles and achieve automatic environment recognition for both indoor and outdoor scenarios. In this paper, we propose an RFID 3D localization prototype based on the polarization phase model. To eliminate the impacts of tag angle, we leverage the polarization effect to obtain polarized phases. After that, we use polarized phase decomposition to get pure phases, i.e., the phase corresponding to the line of sight path. Hence, we can calculate the raw phases using the HMFCW algorithm. Finally, we can estimate the target’s 3D position according to unwrapped phase information. In this way, we implement a low-cost, high-precision, easy-for-deployment 3D position solution using commercial UHF RFID hardware. The experiments show that the method can obtain effective positioning results in various environments and achieve positioning accuracy with an average error of about 9 cm.
AB - The three-dimensional target position is vital to automatic driving, which can efficiently detect the geometrical shape of obstacles and achieve automatic environment recognition for both indoor and outdoor scenarios. In this paper, we propose an RFID 3D localization prototype based on the polarization phase model. To eliminate the impacts of tag angle, we leverage the polarization effect to obtain polarized phases. After that, we use polarized phase decomposition to get pure phases, i.e., the phase corresponding to the line of sight path. Hence, we can calculate the raw phases using the HMFCW algorithm. Finally, we can estimate the target’s 3D position according to unwrapped phase information. In this way, we implement a low-cost, high-precision, easy-for-deployment 3D position solution using commercial UHF RFID hardware. The experiments show that the method can obtain effective positioning results in various environments and achieve positioning accuracy with an average error of about 9 cm.
KW - 3D target localization
KW - Automatic driving
KW - Polarization phase
KW - RFID
UR - https://www.scopus.com/pages/publications/85126314881
U2 - 10.1186/s13638-022-02102-w
DO - 10.1186/s13638-022-02102-w
M3 - 文章
AN - SCOPUS:85126314881
SN - 1687-1472
VL - 2022
JO - Eurasip Journal on Wireless Communications and Networking
JF - Eurasip Journal on Wireless Communications and Networking
IS - 1
M1 - 17
ER -