TY - JOUR
T1 - Location-Based Timing Advance Estimation for 5G Integrated LEO Satellite Communications
AU - Wang, Wenjin
AU - Chen, Tingting
AU - Ding, Rui
AU - Seco-Granados, Gonzalo
AU - You, Li
AU - Gao, Xiqi
N1 - Publisher Copyright:
© 1967-2012 IEEE.
PY - 2021/6
Y1 - 2021/6
N2 - Integrated satellite-terrestrial communications networks aim to exploit both the satellite and the ground mobile communications, thus providing genuine ubiquitous coverage. For 5 G integrated low earth orbit (LEO) satellite communication systems, the timing advance (TA) is required to be estimated in the initial random access procedure in order to facilitate the uplink frame alignment among different users. However, due to the inherent characteristics of LEO satellite communication systems, e.g., wide beam coverage and long propagation delays, the existing 5 G terrestrial uplink TA scheme is not applicable in the satellite networks. In this paper, we investigate location-based TA estimation for 5 G integrated LEO satellite communication systems. We obtain the time difference of arrival (TDOA) and frequency difference of arrival (FDOA) measurements in the downlink timing and frequency synchronization phase, which are made from the satellite at different time instants. We propose to take these measurements for either UE geolocation or ephemeris estimation, thus calculating the TA value. The estimation is then formulated as a quadratic optimization problem whose globally optimal solution can be obtained by a quadratic penalty algorithm. To reduce the computational complexity, we further propose an alternative approximation method based on iteratively performing a linearization procedure on the quadratic equality constraints. Numerical results show that the proposed methods can approach the constrained Cramér-Rao lower bound (CRLB) of the TA estimation and thus assure uplink frame alignment for different users.
AB - Integrated satellite-terrestrial communications networks aim to exploit both the satellite and the ground mobile communications, thus providing genuine ubiquitous coverage. For 5 G integrated low earth orbit (LEO) satellite communication systems, the timing advance (TA) is required to be estimated in the initial random access procedure in order to facilitate the uplink frame alignment among different users. However, due to the inherent characteristics of LEO satellite communication systems, e.g., wide beam coverage and long propagation delays, the existing 5 G terrestrial uplink TA scheme is not applicable in the satellite networks. In this paper, we investigate location-based TA estimation for 5 G integrated LEO satellite communication systems. We obtain the time difference of arrival (TDOA) and frequency difference of arrival (FDOA) measurements in the downlink timing and frequency synchronization phase, which are made from the satellite at different time instants. We propose to take these measurements for either UE geolocation or ephemeris estimation, thus calculating the TA value. The estimation is then formulated as a quadratic optimization problem whose globally optimal solution can be obtained by a quadratic penalty algorithm. To reduce the computational complexity, we further propose an alternative approximation method based on iteratively performing a linearization procedure on the quadratic equality constraints. Numerical results show that the proposed methods can approach the constrained Cramér-Rao lower bound (CRLB) of the TA estimation and thus assure uplink frame alignment for different users.
KW - frequency difference of arrival (FDOA)
KW - LEO satellite
KW - localization
KW - Random access
KW - time difference of arrival (TDOA)
KW - timing advance
UR - http://www.scopus.com/inward/record.url?scp=85105843471&partnerID=8YFLogxK
U2 - 10.1109/TVT.2021.3079936
DO - 10.1109/TVT.2021.3079936
M3 - Article
AN - SCOPUS:85105843471
SN - 0018-9545
VL - 70
SP - 6002
EP - 6017
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
IS - 6
M1 - 9430740
ER -