Tracking a manoeuvring target while mitigating NLOS errors in TDOA measurements

This study considers a target, which emits a signal, manoeuvring in obstacle-rich environments. Time difference of arrival (TDOA) method is widely utilised to locate a target emitting a signal. Suppose that many sensors are deployed to localise a target using the TDOA method. In locating a target, non-line-of-sight (NLOS) errors exist in the case where an obstacle blocks the line-of-sight path between the sensor and the target. Assuming that the obstacle environment is known a priori, this manuscript presents a real-time locating algorithm to estimate a moving target's location in obstacle-rich environments. As far as the authors know, this study is novel in tracking a manoeuvring target, while mitigating NLOS errors in TDOA problems. To improve the effectiveness of mitigating NLOS errors, this study further utilises the known obstacle information. Using MATLAB simulations, they verify the effectiveness of the authors' tracking approach.

[1]  Jie Zhang,et al.  Robust Weighted Least Squares Method for TOA-Based Localization Under Mixed LOS/NLOS Conditions , 2017, IEEE Communications Letters.

[2]  Henry Leung,et al.  Statistical performance analysis of track initiation techniques , 1997, IEEE Trans. Signal Process..

[3]  Bart De Schutter,et al.  Time-varying scheme for non-centralized model predictive control of large-scale systems , 2015 .

[4]  Takahiro Hara,et al.  Localization algorithms of Wireless Sensor Networks: a survey , 2011, Telecommunication Systems.

[5]  Jonghoek Kim Obstacle information aided target tracking algorithms for angle-only tracking of a highly maneuverable target in three dimensions , 2019 .

[6]  Marko Beko,et al.  A bisection-based approach for exact target localization in NLOS environments , 2018, Signal Process..

[7]  Don Torrieri,et al.  Statistical Theory of Passive Location Systems , 1984, IEEE Transactions on Aerospace and Electronic Systems.

[8]  Konstantinos N. Plataniotis,et al.  Location of mobile terminals using time measurements and survey points , 2003, IEEE Trans. Veh. Technol..

[9]  Chi-Man Pun,et al.  Analysis of Wireless Localization in Nonline-of-Sight Conditions , 2013, IEEE Transactions on Vehicular Technology.

[10]  Jong-Wha Chong,et al.  Improved TOA‐Based Localization Method with BS Selection Scheme for Wireless Sensor Networks , 2015 .

[11]  Darko Musicki,et al.  Mobile Emitter Geolocation and Tracking Using TDOA and FDOA Measurements , 2010, IEEE Transactions on Signal Processing.

[12]  Jonghoek Kim Fast non‐line‐of‐sight receivers conjecturing method in TDOA localisation using obstacle information , 2019, IET Radar, Sonar & Navigation.

[13]  Zheng Yang,et al.  High-Accuracy TDOA-Based Localization without Time Synchronization , 2013, IEEE Transactions on Parallel and Distributed Systems.

[14]  Jonghoek Kim,et al.  Bearings-only target motion analysis of a highly manoeuvring target , 2017 .

[15]  Ahmad Hashemi-Sakhtsari,et al.  Target tracking by time difference of arrival using recursive smoothing , 2005, Signal Process..

[16]  Chee‐Hyun Park,et al.  Robust TOA source localisation algorithm using prior location , 2019, IET Radar, Sonar & Navigation.

[17]  Pak-Chung Ching,et al.  Time-of-arrival based localization under NLOS conditions , 2006, IEEE Transactions on Vehicular Technology.

[18]  S.S. Blackman,et al.  Multiple hypothesis tracking for multiple target tracking , 2004, IEEE Aerospace and Electronic Systems Magazine.

[19]  Paolo Valigi,et al.  TDOA positioning in NLOS scenarios by particle filtering , 2012, Wirel. Networks.

[20]  Suzhi Bi,et al.  Maneuvering Target Doppler-Bearing Tracking with Signal Time Delay Using Interacting Multiple Model Algorithms , 2008 .

[21]  Brian D. O. Anderson,et al.  Wireless sensor network localization techniques , 2007, Comput. Networks.

[22]  Giuseppe Ricci,et al.  Angle of Arrival-Based Cooperative Positioning for Smart Vehicles , 2018, IEEE Transactions on Intelligent Transportation Systems.

[23]  Nima Alam,et al.  An Instantaneous Lane-Level Positioning Using DSRC Carrier Frequency Offset , 2012, IEEE Transactions on Intelligent Transportation Systems.

[24]  Jeffrey H. Reed,et al.  Position location using wireless communications on highways of the future , 1996, IEEE Commun. Mag..

[25]  Ismail Güvenç,et al.  A Survey on TOA Based Wireless Localization and NLOS Mitigation Techniques , 2009, IEEE Communications Surveys & Tutorials.

[26]  Bor-Sen Chen,et al.  Mobile Location Estimator in a Rough Wireless Environment Using Extended Kalman-Based IMM and Data Fusion , 2009, IEEE Transactions on Vehicular Technology.

[27]  K. C. Ho,et al.  A simple and efficient estimator for hyperbolic location , 1994, IEEE Trans. Signal Process..