TY - CHAP
T1 - TOA error bounds for positioning in 5G new radio networks
AU - Renaudin, Olivier
AU - López Salcedo, José A.
AU - Seco-Granados, Gonzalo
AU - Lapin, Ivan
AU - Zanier, Francesca
AU - Ries, Lionel
N1 - Publisher Copyright:
© 2021 Proceedings of the 34th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS+ 2021. All rights reserved.
PY - 2021
Y1 - 2021
N2 - This paper proposes a framework for the numerical computation of the Cramér-Rao lower bounds (CRLBs) on the achievable time of arrival (TOA) estimation error variances in fifth generation (5G) New Radio (NR) systems. These theoretical bounds are obtained for channel models including line-of-sight (LOS) and multipath propagation in presence of additive white Gaussian noise (AWGN), with parametrization based on the 3GPP standardization. Because 5G NR physical layer (PHY) simulations are complex and time consuming, a simple CRLB model for TOA estimation is instead here proposed, based on pre-computed tables for certain propagation conditions, SNR levels and transmit signal configuration. The proposed model can be understood as a generalization of the well-known closed-form expression of the CRLB for TOA estimation for pure LOS channels (i.e. with no multipath propagation) to the case of LOS channels with multipath propagation. System-level simulations are then performed in order to validate the proposed CRLB model for TOA estimation and to assess the 5G NR downlink time-difference of arrival (TDOA) positioning capabilities.
AB - This paper proposes a framework for the numerical computation of the Cramér-Rao lower bounds (CRLBs) on the achievable time of arrival (TOA) estimation error variances in fifth generation (5G) New Radio (NR) systems. These theoretical bounds are obtained for channel models including line-of-sight (LOS) and multipath propagation in presence of additive white Gaussian noise (AWGN), with parametrization based on the 3GPP standardization. Because 5G NR physical layer (PHY) simulations are complex and time consuming, a simple CRLB model for TOA estimation is instead here proposed, based on pre-computed tables for certain propagation conditions, SNR levels and transmit signal configuration. The proposed model can be understood as a generalization of the well-known closed-form expression of the CRLB for TOA estimation for pure LOS channels (i.e. with no multipath propagation) to the case of LOS channels with multipath propagation. System-level simulations are then performed in order to validate the proposed CRLB model for TOA estimation and to assess the 5G NR downlink time-difference of arrival (TDOA) positioning capabilities.
UR - http://www.scopus.com/inward/record.url?scp=85120899119&partnerID=8YFLogxK
U2 - 10.33012/2021.18000
DO - 10.33012/2021.18000
M3 - Chapter
AN - SCOPUS:85120899119
T3 - Proceedings of the 34th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS+ 2021
SP - 2940
EP - 2956
BT - Proceedings of the 34th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS+ 2021
ER -