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Performance Analysis and Mitigation Method for I/Q Imbalance-Impaired Time Reversal-based Indoor Positioning Systems
被引:1
|作者:
Nguyen, Trung-Hien
[1
]
Golstein, Sidney
[1
]
Louveaux, Jerome
[2
]
De Doncker, Philippe
[1
]
Horlin, Francois
[1
]
机构:
[1] Univ Libre Bruxelles ULB, OPERA Dept, B-1050 Brussels, Belgium
[2] Univ Catholique Louvain UCL, ICTEAM Inst, B-1348 Louvain La Neuve, Belgium
关键词:
Indoor positioning system;
time reversal;
I/Q imbalance;
OFDM;
D O I:
10.1109/vtcfall.2019.8891300
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Time reversal-based indoor positioning system (TRIPS) is a promising technology for the centimeter-accuracy indoor positioning, since it exploits the rich multipath propagation in indoor environments as a specific signature for each location. In TRIPS, a database is first constructed via channel probing. Well-calibrated devices are usually assumed in this process, i.e., no hardware impairments. However, a low cost terminal to be located, whose typical impairment is the I/Q imbalance (IQI) at the front-end transmitter, can significantly influence the TRIPS performance. More specifically, IQI creates an interference image of the signal that reduces the metric value used in TRIPS and hence decreases the localization accuracy. In this paper, we analytically investigate the impact of the IQI on the metric of TRIPS. A closed-form approximation of the localization metric inherent to the IQI is derived. In order to improve the TRIPS performance, an effective IQI mitigation method is proposed. Numerical simulations are carried out to validate the derived analytical expression under the IQI impact and the proposed compensation method.
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