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Doppler-Enabled Single-Antenna Localization and Mapping Without Synchronization

Authors :
Chen, Hui
Jiang, Fan
Ge, Yu
Kim, Hyowon
Wymeersch, Henk
Publication Year :
2022

Abstract

Radio localization is a key enabler for joint communication and sensing in the fifth/sixth generation (5G/6G) communication systems. With the help of multipath components (MPCs), localization and mapping tasks can be done with a single base station (BS) and single unsynchronized user equipment (UE) if both of them are equipped with an antenna array. However, the antenna array at the UE side increases the hardware and computational cost, preventing localization functionality. In this work, we show that with Doppler estimation and MPCs, localization and mapping tasks can be performed even with a single-antenna mobile UE. Furthermore, we show that the localization and mapping performance will improve and then saturate at a certain level with an increased UE speed. Both theoretical Cram\'er-Rao bound analysis and simulation results show the potential of localization under mobility and the effectiveness of the proposed localization algorithm.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2205.15427
Document Type :
Working Paper