Periodic RF transmitter geolocation using a mobile receiver

In this paper we propose a method to localize a periodic RF transmitter using a single mobile receiver. The receiver measures the time-of-arrival (TOA) of the periodic messages at different locations along its trajectory. By comparing the TOA of successive messages at different points along its traj...

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Main Authors: Madadi, Zahra, Quitin, Francois, Tay, Wee Peng
Other Authors: School of Electrical and Electronic Engineering
Format: Conference or Workshop Item
Language:English
Published: 2016
Subjects:
EKF
Online Access:https://hdl.handle.net/10356/80213
http://hdl.handle.net/10220/40405
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-802132020-03-07T13:24:43Z Periodic RF transmitter geolocation using a mobile receiver Madadi, Zahra Quitin, Francois Tay, Wee Peng School of Electrical and Electronic Engineering 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Transmitter localization EKF periodic signal local oscillator time offset DRNTU::Engineering software defined radio In this paper we propose a method to localize a periodic RF transmitter using a single mobile receiver. The receiver measures the time-of-arrival (TOA) of the periodic messages at different locations along its trajectory. By comparing the TOA of successive messages at different points along its trajectory, the receiver can eventually estimate the transmitter location. The challenge lies in separating the time offset due to receiver movement from that caused by local oscillator (LO) drift. We propose an extended Kalman filter framework that estimates the LO drift and the transmitter location simultaneously, using the TOA measurements and the receiver location as inputs. The proposed algorithm is implemented and tested on a software-defined radio testbed, and experimental results demonstrate that the proposed method is able to simultaneously locate the transmitter and estimate the LO drift with good accuracy. Accepted version 2016-04-12T08:44:44Z 2019-12-06T13:43:03Z 2016-04-12T08:44:44Z 2019-12-06T13:43:03Z 2015 Conference Paper Madadi, Z., Quitin, F., & Tay, W. P. (2015). Periodic RF transmitter geolocation using a mobile receiver. 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2584-2588. https://hdl.handle.net/10356/80213 http://hdl.handle.net/10220/40405 10.1109/ICASSP.2015.7178438 en © 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: [http://dx.doi.org/10.1109/ICASSP.2015.7178438]. 5 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Transmitter localization
EKF
periodic signal
local oscillator time offset
DRNTU::Engineering
software defined radio
spellingShingle Transmitter localization
EKF
periodic signal
local oscillator time offset
DRNTU::Engineering
software defined radio
Madadi, Zahra
Quitin, Francois
Tay, Wee Peng
Periodic RF transmitter geolocation using a mobile receiver
description In this paper we propose a method to localize a periodic RF transmitter using a single mobile receiver. The receiver measures the time-of-arrival (TOA) of the periodic messages at different locations along its trajectory. By comparing the TOA of successive messages at different points along its trajectory, the receiver can eventually estimate the transmitter location. The challenge lies in separating the time offset due to receiver movement from that caused by local oscillator (LO) drift. We propose an extended Kalman filter framework that estimates the LO drift and the transmitter location simultaneously, using the TOA measurements and the receiver location as inputs. The proposed algorithm is implemented and tested on a software-defined radio testbed, and experimental results demonstrate that the proposed method is able to simultaneously locate the transmitter and estimate the LO drift with good accuracy.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Madadi, Zahra
Quitin, Francois
Tay, Wee Peng
format Conference or Workshop Item
author Madadi, Zahra
Quitin, Francois
Tay, Wee Peng
author_sort Madadi, Zahra
title Periodic RF transmitter geolocation using a mobile receiver
title_short Periodic RF transmitter geolocation using a mobile receiver
title_full Periodic RF transmitter geolocation using a mobile receiver
title_fullStr Periodic RF transmitter geolocation using a mobile receiver
title_full_unstemmed Periodic RF transmitter geolocation using a mobile receiver
title_sort periodic rf transmitter geolocation using a mobile receiver
publishDate 2016
url https://hdl.handle.net/10356/80213
http://hdl.handle.net/10220/40405
_version_ 1681044999180910592