Synchronized Uplink Time of Arrival Localization: A Measurement-driven Evaluation
Authors:
- 1 November 2020
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 1-6
Abstract
We study terrestrial wireless uplink Time of Arrival (ToA) localization systems where multiple infrastructure nodes measure the ToA from the signal transmitted by a user of interest. The measured ToA is shared with a centralized server that then computes the location of the device. While the fundamental issues such as accurate synchronization and accurate location of nodes concerning precise location estimation have been addressed elsewhere, we mainly focus on improving the efficiency of ToA estimation in this work. Using our proposed methodology, a 30 fold improvement in the computational efficiency at no cost of localization accuracy was observed which in practice enables the localization network to track and coordinate many more simultaneous users frequently. We validated our ToA estimates on the over-the-air measurements taken from our on-campus localization network and obtained sub-meter accuracy, indicating that our solution is competitive with conventional high overhead ToA methods.Keywords
This publication has 10 references indexed in Scilit:
- BLADE: A Universal, Blind Learning Algorithm for ToA Localization in NLOS Channels2016
- Signal Acquisition and Tracking Loop Design for GNSS Receivers2013
- Ranging and Localization in Harsh Multipath Environments2012
- White rabbit: Sub-nanosecond timing distribution over ethernet2009
- On the application of cross correlation function to subsample discrete time delay estimationDigital Signal Processing, 2006
- An enhanced correlation-based method for stereo correspondence with subpixel accuracy2005
- Overview of radiolocation in CDMA cellular systemsIEEE Communications Magazine, 1998
- Discrete time techniques for time delay estimationIEEE Transactions on Signal Processing, 1993
- Experimental Evaluation of the Correlation Interpolation Technique to Measure Regional Tissue VelocityUltrasonic Imaging, 1991
- Determination of Tissue Motion Velocity by Correlation Interpolation of Pulsed Ultrasonic Echo SignalsUltrasonic Imaging, 1990