Xu, Wen and Huang, Ming and Zhu, Chen and Dammann, Armin (2015) Maximum Likelihood TOA and OTDOA Estimation with First Arriving Path Detection for 3GPP LTE System. Transactions on Emerging Telecommunications Technologies. Wiley. doi: 10.1002/ett.2871. ISSN 2161-3915.
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Abstract
The US Federal Communications Commission (FCC) has mandated wireless network operators and mobile devices to provide accurate location information for E-911. Requirements for time of arrival (TOA) and time difference of arrival (TDOA) measurements have been specified in 3GPP LTE Rel. 9 to ensure accurate user equipment (UE) positioning even under bad conditions (e.g. with channel quickly varying and SNR being as low as −13 dB). To fulfil these requirements, it is vital to accurately estimate the first signal arriving path. In this work, we first derive - without any approximation - the Cramér–Rao lower bound (CRLB) of the LTE TOA and TDOA measurements based on the different pilots, which is shown to be as low as a few metres for SNR = −13 dB. The achievable performance of the LTE system is compared with the FCC and 3GPP requirements, and the impact of mobile multipath channels on the measurements is analysed. Then, we describe practical low-complexity methods for LTE TOA and TDOA measurements with enhanced first arriving path detection. The maximum likelihood based correlation profile is used as detection metric. After grossly determining the signal region by a moving window, three methods, namely, peak detection, SNR-based threshold and adaptive threshold based on noise floor and metric peak value are employed to estimate the first arriving path. Simulation results show that the proposed adaptive threshold-based method can meet all 3GPP requirements under various realistic mobile channels, and can in some cases achieve a performance close to the CRLB.
| Item URL in elib: | https://elib.dlr.de/98768/ | ||||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||||
| Title: | Maximum Likelihood TOA and OTDOA Estimation with First Arriving Path Detection for 3GPP LTE System | ||||||||||||||||||||
| Authors: |
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| Date: | 2015 | ||||||||||||||||||||
| Journal or Publication Title: | Transactions on Emerging Telecommunications Technologies | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||
| DOI: | 10.1002/ett.2871 | ||||||||||||||||||||
| Publisher: | Wiley | ||||||||||||||||||||
| ISSN: | 2161-3915 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | Positioning, 3GPP LTE, TOA, TDOA, Maximum Likelihood Estimation, Cramer Rao Lower Bound | ||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||||||
| HGF - Program Themes: | Communication and Navigation | ||||||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||||||
| DLR - Program: | R KN - Kommunikation und Navigation | ||||||||||||||||||||
| DLR - Research theme (Project): | R - Vorhaben GNSS2/Neue Dienste und Produkte (old), R - Project Dependable Navigation (old) | ||||||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||||||
| Institutes and Institutions: | Institute of Communication and Navigation > Communications Systems Institute of Communication and Navigation | ||||||||||||||||||||
| Deposited By: | Dammann, Dr.-Ing. Armin | ||||||||||||||||||||
| Deposited On: | 22 Oct 2015 11:23 | ||||||||||||||||||||
| Last Modified: | 11 Jul 2023 08:49 |
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