2020
DOI: 10.1002/navi.395
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Performance comparison of time‐of‐arrival estimation techniques for LTE signals in realistic multipath propagation channels

Abstract: Long term evolution (LTE) signals have the potential for use in positioning, especially in challenging environments. The time-of-arrival (TOA)-based technique supported by LTE is attractive due to its high positioning accuracy. However, it is vulnerable to multipath propagation effects in typical LTE channels. This paper will summarize several existing advanced TOA estimators for LTE signals, i.e., first peak detection, information theoretic criteria, super-resolution algorithm, and delay-lock loop (DLL). Late… Show more

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Cited by 21 publications
(8 citation statements)
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References 68 publications
(159 reference statements)
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“…Authors in [10] used the OFDM-Time of Arrival (TOA) algorithm for position estimation of a Long Term Evolution (LTE) signal. A similar algorithm was proposed to detect the arrival times of Wi-Fi signals [11,12].…”
Section: Introductionmentioning
confidence: 99%
“…Authors in [10] used the OFDM-Time of Arrival (TOA) algorithm for position estimation of a Long Term Evolution (LTE) signal. A similar algorithm was proposed to detect the arrival times of Wi-Fi signals [11,12].…”
Section: Introductionmentioning
confidence: 99%
“…The MDL method may overestimate the channel order that can cause the ESPRIT algorithm to produce delay outliers in the form of the false paths arriving before the true earliest path [18], [21], [24]. To avoid the impact of the delay outliers on positioning, the proposed ESPRIT discriminator applies a path selection criterion.…”
Section: E Path Selection Criterion For Channel Order Overestimationmentioning
confidence: 99%
“…The main drawback of the ESPRIT discriminator is its computational complexity that is higher than that of the EMLP due to numerous matrix operations involving inversion, singular value decomposition, and eigenvalue computation [24]. To evaluate the computational overhead, the average times needed to process the CSI-RS pilots of a single slot of the 5G NR evaluation waveform are measured.…”
Section: A Delay Tracking Threshold and Computation Complexitymentioning
confidence: 99%
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“…Also, a super-resolution algorithm (SRA) can be achieved based on the long coherent integration in signal processing for target detection [3]. And in the field of time-of-arrival (TOA) estimation, a recent research work has verified that the SRA has a superior performance in multipath mitigation [4]. However, this technique is also faced with massive issues in a practical situation.…”
Section: Introductionmentioning
confidence: 99%