Cargando…
Integrated Display and Simulation for Automatic Dependent Surveillance–Broadcast and Traffic Collision Avoidance System Data Fusion
Automatic Dependent Surveillance–Broadcast (ADS-B) is the direction of airspace surveillance development. Research analyzing the benefits of Traffic Collision Avoidance System (TCAS) and ADS-B data fusion is almost absent. The paper proposes an ADS-B minimum system from ADS-B In and ADS-B Out. In AD...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5713123/ https://www.ncbi.nlm.nih.gov/pubmed/29137194 http://dx.doi.org/10.3390/s17112611 |
_version_ | 1783283352256643072 |
---|---|
author | Wang, Yanran Xiao, Gang Dai, Zhouyun |
author_facet | Wang, Yanran Xiao, Gang Dai, Zhouyun |
author_sort | Wang, Yanran |
collection | PubMed |
description | Automatic Dependent Surveillance–Broadcast (ADS-B) is the direction of airspace surveillance development. Research analyzing the benefits of Traffic Collision Avoidance System (TCAS) and ADS-B data fusion is almost absent. The paper proposes an ADS-B minimum system from ADS-B In and ADS-B Out. In ADS-B In, a fusion model with a variable sampling Variational Bayesian-Interacting Multiple Model (VSVB-IMM) algorithm is proposed for integrated display and an airspace traffic situation display is developed by using ADS-B information. ADS-B Out includes ADS-B Out transmission based on a simulator platform and an Unmanned Aerial Vehicle (UAV) platform. This paper describes the overall implementation of ADS-B minimum system, including theoretical model design, experimental simulation verification, engineering implementation, results analysis, etc. Simulation and implementation results show that the fused system has better performance than each independent subsystem and it can work well in engineering applications. |
format | Online Article Text |
id | pubmed-5713123 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-57131232017-12-07 Integrated Display and Simulation for Automatic Dependent Surveillance–Broadcast and Traffic Collision Avoidance System Data Fusion Wang, Yanran Xiao, Gang Dai, Zhouyun Sensors (Basel) Article Automatic Dependent Surveillance–Broadcast (ADS-B) is the direction of airspace surveillance development. Research analyzing the benefits of Traffic Collision Avoidance System (TCAS) and ADS-B data fusion is almost absent. The paper proposes an ADS-B minimum system from ADS-B In and ADS-B Out. In ADS-B In, a fusion model with a variable sampling Variational Bayesian-Interacting Multiple Model (VSVB-IMM) algorithm is proposed for integrated display and an airspace traffic situation display is developed by using ADS-B information. ADS-B Out includes ADS-B Out transmission based on a simulator platform and an Unmanned Aerial Vehicle (UAV) platform. This paper describes the overall implementation of ADS-B minimum system, including theoretical model design, experimental simulation verification, engineering implementation, results analysis, etc. Simulation and implementation results show that the fused system has better performance than each independent subsystem and it can work well in engineering applications. MDPI 2017-11-13 /pmc/articles/PMC5713123/ /pubmed/29137194 http://dx.doi.org/10.3390/s17112611 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Yanran Xiao, Gang Dai, Zhouyun Integrated Display and Simulation for Automatic Dependent Surveillance–Broadcast and Traffic Collision Avoidance System Data Fusion |
title | Integrated Display and Simulation for Automatic Dependent Surveillance–Broadcast and Traffic Collision Avoidance System Data Fusion |
title_full | Integrated Display and Simulation for Automatic Dependent Surveillance–Broadcast and Traffic Collision Avoidance System Data Fusion |
title_fullStr | Integrated Display and Simulation for Automatic Dependent Surveillance–Broadcast and Traffic Collision Avoidance System Data Fusion |
title_full_unstemmed | Integrated Display and Simulation for Automatic Dependent Surveillance–Broadcast and Traffic Collision Avoidance System Data Fusion |
title_short | Integrated Display and Simulation for Automatic Dependent Surveillance–Broadcast and Traffic Collision Avoidance System Data Fusion |
title_sort | integrated display and simulation for automatic dependent surveillance–broadcast and traffic collision avoidance system data fusion |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5713123/ https://www.ncbi.nlm.nih.gov/pubmed/29137194 http://dx.doi.org/10.3390/s17112611 |
work_keys_str_mv | AT wangyanran integrateddisplayandsimulationforautomaticdependentsurveillancebroadcastandtrafficcollisionavoidancesystemdatafusion AT xiaogang integrateddisplayandsimulationforautomaticdependentsurveillancebroadcastandtrafficcollisionavoidancesystemdatafusion AT daizhouyun integrateddisplayandsimulationforautomaticdependentsurveillancebroadcastandtrafficcollisionavoidancesystemdatafusion |