Photonic-radar based Multiple-Target Tracking under complex traffic-environments

Vishal Sharma, Love Kumar

Research output: Contribution to journalArticlepeer-review

Abstract

Recent developments in the state-of-the-art Intelligent Transportation Systems enable autonomous vehicles to offer significant safety services to take appropriate and prompt actions to avoid any probable unfortunate road-hazard. As the utmost functions of the advanced driving assistance system-equipped autonomous vehicles governed by the equipped radar, therefore, the radar system should have the ability to track multiple-targets accurately with high radar-resolutions. Unlike the microwave-radar, the photonic-radar comes out as an attractive candidate owing to provide wide-spectra to attain improved and precise radar-resolutions at low-power requirements along with extended target-range even under severe atmospheric fluctuations. Therefore, a linear frequency-modulated continuous-wave photonic-radar is developed in this work to carry out a radar cross-section-based tracking of multiple mobile-targets in the presence of fog, cloud, and rain. Besides it, some complex real-time traffic-scenarios consisting of multiple mobile-targets make the target-detection, data-association, and classification processes more complicated. Therefore, this work is tested for different multiple-mobile targets in different complicated traffic-scenarios modeled by using MATLAB™ software. The performance of the demonstrated photonic-radar is assessed through the power spectral density and range-Doppler mapping measurements. Furthermore, a comparison of the developed photonic-radar is also established with conventional microwave-radar to present a comparative analysis.
Original languageEnglish
Article number9294131
Pages (from-to)225845-225856
Number of pages12
JournalIEEE Access
Volume8
DOIs
Publication statusPublished - 15 Dec 2020

Bibliographical note

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License. For more information, see https://creativecommons.org/licenses/by-nc-nd/4.0/

Funding: This work is carried out in Aston Institute of Photonic
Technologies (AiPT), Aston University, Birmingham B4
7ET, United Kingdom and is supported by European Unionsponsored H2020-MSCA-IF-EF-ST project no: 840267.

Keywords

  • Atmospheric fluctuations
  • microwave-radar
  • photonic-radar
  • radar cross-section

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