IEEE Transactions on Aerospace and Electronic Systems, volume 49, issue 4, pages 2323-2339

Multi-Sensor Fusion and Fault Detection using Hybrid Estimation for Air Traffic Surveillance

Weiyi Liu ¹

Jian Wei ²

Mengchen Liang ³

Yi Cao ²

Inseok Hwang ²

Hide authors affiliations Show authors affiliations: 3 affiliations

Qualcomm, Inc., Santa Clara, CA, USA |

School of Aeronautics and Astronautics, Purdue University, West Lafayette, IN, USA |

GE Aviation Systems, Inc., Grand Rapids, MI, USA |

Publication type: Journal Article

Publication date: 2013-10-12

IEEE

Journal: IEEE Transactions on Aerospace and Electronic Systems

Quartile SCImago

Quartile WOS

Impact factor: 4.4

ISSN: 00189251, 15579603

DOI: 10.1109/taes.2013.6621819

Copy DOI

Electrical and Electronic Engineering

Aerospace Engineering

Abstract

Data fusion for multiple surveillance sensors in air traffic control (ATC) is studied. The goal is to build up software redundancy for better target tracking accuracy and robustness against sensor faults. A set of hybrid estimation algorithms for different sensors is designed to run in parallel for tracking aircraft with changing flight modes. The proposed sensor fusion algorithm combines the estimates from each hybrid estimation algorithm and identifies potential sensor faults.

By date By citations

Top-30

Citations by journals

	1 2
Information Fusion	Information Fusion, 2, 8% Information Fusion 2 publications, 8%
IEEE Transactions on Aerospace and Electronic Systems	IEEE Transactions on Aerospace and Electronic Systems, 2, 8% IEEE Transactions on Aerospace and Electronic Systems 2 publications, 8%
Advances in Computer Vision and Pattern Recognition	Advances in Computer Vision and Pattern Recognition, 2, 8% Advances in Computer Vision and Pattern Recognition 2 publications, 8%
IET Information Security	IET Information Security, 1, 4% IET Information Security 1 publication, 4%
Computers and Security	Computers and Security, 1, 4% Computers and Security 1 publication, 4%
Simulation Modelling Practice and Theory	Simulation Modelling Practice and Theory, 1, 4% Simulation Modelling Practice and Theory 1 publication, 4%
IEEE Transactions on Intelligent Transportation Systems	IEEE Transactions on Intelligent Transportation Systems, 1, 4% IEEE Transactions on Intelligent Transportation Systems 1 publication, 4%
IEEE Transactions on Signal Processing	IEEE Transactions on Signal Processing, 1, 4% IEEE Transactions on Signal Processing 1 publication, 4%
IEEE Access	IEEE Access, 1, 4% IEEE Access 1 publication, 4%
Mathematical Problems in Engineering	Mathematical Problems in Engineering, 1, 4% Mathematical Problems in Engineering 1 publication, 4%
Journal of Control Science and Engineering	Journal of Control Science and Engineering, 1, 4% Journal of Control Science and Engineering 1 publication, 4%
Journal of Sensors	Journal of Sensors, 1, 4% Journal of Sensors 1 publication, 4%
AIP Conference Proceedings	AIP Conference Proceedings, 1, 4% AIP Conference Proceedings 1 publication, 4%
Proceedings in Adaptation, Learning and Optimization	Proceedings in Adaptation, Learning and Optimization, 1, 4% Proceedings in Adaptation, Learning and Optimization 1 publication, 4%
Cluster Computing	Cluster Computing, 1, 4% Cluster Computing 1 publication, 4%
	1 2

Citations by publishers

	1 2 3 4 5
IEEE	IEEE, 5, 20% IEEE 5 publications, 20%
Elsevier	Elsevier, 4, 16% Elsevier 4 publications, 16%
Springer Nature	Springer Nature, 4, 16% Springer Nature 4 publications, 16%
Hindawi Limited	Hindawi Limited, 3, 12% Hindawi Limited 3 publications, 12%
Institution of Engineering and Technology (IET)	Institution of Engineering and Technology (IET), 1, 4% Institution of Engineering and Technology (IET) 1 publication, 4%
American Institute of Physics (AIP)	American Institute of Physics (AIP), 1, 4% American Institute of Physics (AIP) 1 publication, 4%
	1 2 3 4 5

We do not take into account publications without a DOI.
Statistics recalculated only for publications connected to researchers, organizations and labs registered on the platform.
Statistics recalculated weekly.

{"yearsCitations":{"type":"bar","data":{"show":true,"labels":[2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"ids":[0,0,0,0,0,0,0,0,0,0],"codes":[0,0,0,0,0,0,0,0,0,0],"imageUrls":["","","","","","","","","",""],"datasets":[{"label":"Citations number","data":[4,5,2,1,3,2,1,3,3,1],"backgroundColor":["#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6"],"percentage":["16","20","8","4","12","8","4","12","12","4"],"barThickness":null}]},"options":{"indexAxis":"x","maintainAspectRatio":true,"scales":{"y":{"ticks":{"precision":0,"autoSkip":false,"font":{"family":"Montserrat"},"color":"#000000"},"stacked":false},"x":{"ticks":{"stepSize":1,"precision":0,"font":{"family":"Montserrat"},"color":"#000000"},"stacked":false}},"plugins":{"legend":{"position":"top","labels":{"font":{"family":"Montserrat"},"color":"#000000"}},"title":{"display":true,"text":"Citations per year","font":{"size":24,"family":"Montserrat","weight":600},"color":"#000000"}}}},"journals":{"type":"bar","data":{"show":true,"labels":["Information Fusion","IEEE Transactions on Aerospace and Electronic Systems","Advances in Computer Vision and Pattern Recognition","IET Information Security","Computers and Security","Simulation Modelling Practice and Theory","IEEE Transactions on Intelligent Transportation Systems","IEEE Transactions on Signal Processing","IEEE Access","Mathematical Problems in Engineering","Journal of Control Science and Engineering","Journal of Sensors","AIP Conference Proceedings","Proceedings in Adaptation, Learning and Optimization","Cluster Computing"],"ids":[2828,2517,9928,1438,9736,4544,5270,4309,25260,11269,4375,20265,21274,63069,21524],"codes":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"imageUrls":["\/storage\/images\/resized\/GDnYOu1UpMMfMMRV6Aqle4H0YLLsraeD9IP9qScG_medium.webp","\/storage\/images\/resized\/6scCJegesojp2jubwY3uKCzTAmgsaH2GIFlg6Hfk_medium.webp","\/storage\/images\/resized\/voXLqlsvTwv5p3iMQ8Dhs95nqB4AXOG7Taj7G4ra_medium.webp","\/storage\/images\/resized\/aK6yGjkv01aMMh16lIwFe0Z7wTx4ksfzsYuogiOY_medium.webp","\/storage\/images\/resized\/GDnYOu1UpMMfMMRV6Aqle4H0YLLsraeD9IP9qScG_medium.webp","\/storage\/images\/resized\/GDnYOu1UpMMfMMRV6Aqle4H0YLLsraeD9IP9qScG_medium.webp","\/storage\/images\/resized\/6scCJegesojp2jubwY3uKCzTAmgsaH2GIFlg6Hfk_medium.webp","\/storage\/images\/resized\/6scCJegesojp2jubwY3uKCzTAmgsaH2GIFlg6Hfk_medium.webp","\/storage\/images\/resized\/6scCJegesojp2jubwY3uKCzTAmgsaH2GIFlg6Hfk_medium.webp","\/storage\/images\/resized\/hqfzhQAjTGlNSRs6yzFNITgjSMm9Jr2QuotJHIvE_medium.webp","\/storage\/images\/resized\/hqfzhQAjTGlNSRs6yzFNITgjSMm9Jr2QuotJHIvE_medium.webp","\/storage\/images\/resized\/hqfzhQAjTGlNSRs6yzFNITgjSMm9Jr2QuotJHIvE_medium.webp","\/storage\/images\/resized\/ARM4e6URKRsbRZvIF0vFis9DjxGloBjnBYJXbHmZ_medium.webp","\/storage\/images\/resized\/voXLqlsvTwv5p3iMQ8Dhs95nqB4AXOG7Taj7G4ra_medium.webp","\/storage\/images\/resized\/voXLqlsvTwv5p3iMQ8Dhs95nqB4AXOG7Taj7G4ra_medium.webp"],"datasets":[{"label":"","data":[2,2,2,1,1,1,1,1,1,1,1,1,1,1,1],"backgroundColor":["#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6"],"percentage":[8,8,8,4,4,4,4,4,4,4,4,4,4,4,4],"barThickness":13}]},"options":{"indexAxis":"y","maintainAspectRatio":false,"scales":{"y":{"ticks":{"precision":0,"autoSkip":false,"font":{"family":"Montserrat"},"color":"#000000"},"stacked":false},"x":{"ticks":{"stepSize":null,"precision":0,"font":{"family":"Montserrat"},"color":"#000000"},"stacked":false}},"plugins":{"legend":{"position":"top","labels":{"font":{"family":"Montserrat"},"color":"#000000"}},"title":{"display":true,"text":"Journals","font":{"size":24,"family":"Montserrat","weight":600},"color":"#000000"}}}},"publishers":{"type":"bar","data":{"show":true,"labels":["IEEE","Elsevier","Springer Nature","Hindawi Limited","Institution of Engineering and Technology (IET)","American Institute of Physics (AIP)"],"ids":[6953,17,8,6921,117,250],"codes":[0,0,0,0,0,0],"imageUrls":["\/storage\/images\/resized\/6scCJegesojp2jubwY3uKCzTAmgsaH2GIFlg6Hfk_medium.webp","\/storage\/images\/resized\/GDnYOu1UpMMfMMRV6Aqle4H0YLLsraeD9IP9qScG_medium.webp","\/storage\/images\/resized\/voXLqlsvTwv5p3iMQ8Dhs95nqB4AXOG7Taj7G4ra_medium.webp","\/storage\/images\/resized\/hqfzhQAjTGlNSRs6yzFNITgjSMm9Jr2QuotJHIvE_medium.webp","\/storage\/images\/resized\/aK6yGjkv01aMMh16lIwFe0Z7wTx4ksfzsYuogiOY_medium.webp","\/storage\/images\/resized\/ARM4e6URKRsbRZvIF0vFis9DjxGloBjnBYJXbHmZ_medium.webp"],"datasets":[{"label":"","data":[5,4,4,3,1,1],"backgroundColor":["#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6","#3B82F6"],"percentage":[20,16,16,12,4,4],"barThickness":13}]},"options":{"indexAxis":"y","maintainAspectRatio":false,"scales":{"y":{"ticks":{"precision":0,"autoSkip":false,"font":{"family":"Montserrat"},"color":"#000000"},"stacked":false},"x":{"ticks":{"stepSize":null,"precision":0,"font":{"family":"Montserrat"},"color":"#000000"},"stacked":false}},"plugins":{"legend":{"position":"top","labels":{"font":{"family":"Montserrat"},"color":"#000000"}},"title":{"display":true,"text":"Publishers","font":{"size":24,"family":"Montserrat","weight":600},"color":"#000000"}}}}}

Are you a researcher?

Create a profile to get free access to personal recommendations for colleagues and new articles.

Metrics

Cite this

GOST |

Cite this

GOST Copy

Liu W. et al. Multi-Sensor Fusion and Fault Detection using Hybrid Estimation for Air Traffic Surveillance // IEEE Transactions on Aerospace and Electronic Systems. 2013. Vol. 49. No. 4. pp. 2323-2339.

GOST all authors (up to 50) Copy

Liu W., Wei J., Liang M., Cao Y., Hwang I. Multi-Sensor Fusion and Fault Detection using Hybrid Estimation for Air Traffic Surveillance // IEEE Transactions on Aerospace and Electronic Systems. 2013. Vol. 49. No. 4. pp. 2323-2339.

RIS |

Cite this

RIS Copy

TY - JOUR

DO - 10.1109/taes.2013.6621819

UR - https://doi.org/10.1109/taes.2013.6621819

TI - Multi-Sensor Fusion and Fault Detection using Hybrid Estimation for Air Traffic Surveillance

T2 - IEEE Transactions on Aerospace and Electronic Systems

AU - Liu, Weiyi

AU - Wei, Jian

AU - Liang, Mengchen

AU - Cao, Yi

AU - Hwang, Inseok

PY - 2013

DA - 2013/10/12 00:00:00

PB - IEEE

SP - 2323-2339

IS - 4

VL - 49

SN - 0018-9251

SN - 1557-9603

ER -

BibTex |

Cite this

BibTex Copy

@article{2013_Liu,

author = {Weiyi Liu and Jian Wei and Mengchen Liang and Yi Cao and Inseok Hwang},

title = {Multi-Sensor Fusion and Fault Detection using Hybrid Estimation for Air Traffic Surveillance},

journal = {IEEE Transactions on Aerospace and Electronic Systems},

year = {2013},

volume = {49},

publisher = {IEEE},

month = {oct},

url = {https://doi.org/10.1109/taes.2013.6621819},

number = {4},

pages = {2323--2339},

doi = {10.1109/taes.2013.6621819}

}

MLA

Cite this

MLA Copy

Liu, Weiyi, et al. “Multi-Sensor Fusion and Fault Detection using Hybrid Estimation for Air Traffic Surveillance.” IEEE Transactions on Aerospace and Electronic Systems, vol. 49, no. 4, Oct. 2013, pp. 2323-2339. https://doi.org/10.1109/taes.2013.6621819.

Found error?

Publisher

IEEE

Journal

IEEE Transactions on Aerospace and Electronic Systems

Quartile SCImago

Quartile WOS

Impact factor

4.4

ISSN

00189251 (Print)
15579603 (Electronic)