Junzi Sun, Ph.D.

My other sites

mode-s.org openap.dev

List of publications

2021

  1. The 1090 Megahertz Riddle: A Guide to Decoding Mode S and ADS-B Signals
    Book 2021
    DOI: 10.34641/mg.11
    Sun, Junzi
    TU Delft OPEN Publishing 
    @book{sun1090mhz,
  author = {Sun, Junzi},
  title = {The 1090 Megahertz Riddle: A Guide to Decoding Mode S and ADS-B Signals},
  publisher = {TU Delft OPEN Publishing},
  year = {2021},
  edition = {2},
  isbn = {978-94-6366-402-8},
  doi = {10.34641/mg.11},
  url = {https://doi.org/10.34641/mg.11}
}
  2. Evaluation of Aviation Emissions and Environmental Costs in Europe Using OpenSky and OpenAP
    Conference 2021
    Sun, Junzi ; and Dedoussi, Irene
    In Proceedings of 9th OpenSky Symposium 
    @inproceedings{sun2021euemission,
  title = {Evaluation of Aviation Emissions and Environmental Costs in Europe Using OpenSky and OpenAP},
  author = {Sun, Junzi and Dedoussi, Irene},
  booktitle = {Proceedings of 9th OpenSky Symposium},
  year = {2021}
}
  3. ADS-B Signal Verification Using a Coherent Receiver
    Conference 2021
    Huygen, Wouter ; Sun, Junzi ; and Hoekstra, Jacco M
    In Proceedings of 9th OpenSky Symposium 
    @inproceedings{huygen2021euemission,
  title = {ADS-B Signal Verification Using a Coherent Receiver},
  author = {Huygen, Wouter and Sun, Junzi and Hoekstra, Jacco M},
  booktitle = {Proceedings of 9th OpenSky Symposium},
  year = {2021}
}
  4. Fuel Inefficiency Characterisation and Assessment due to Early Execution of Top of Descents
    Conference 2021
    Dalmau, Ramon ; Sun, Junzi ; and Prats, Xavier
    In 14th USA/Europe Air Traffic Management Research and Development Seminar 
    @inproceedings{dalmau2021fuel,
  title = {Fuel Inefficiency Characterisation and Assessment due to Early Execution of Top of Descents},
  author = {Dalmau, Ramon and Sun, Junzi and Prats, Xavier},
  booktitle = {14th USA/Europe Air Traffic Management Research and Development Seminar},
  organization = {FAA/EUROCONTROL},
  year = {2021},
  url = {http://atmseminar.org/seminarContent/seminar14/papers/ATM_Seminar_2021_paper_77.pdf}
}
  5. A Framework to Evaluate Aircraft Trajectory Generation Methods
    Conference 2021
    Olive, Xavier ; Sun, Junzi ; Murça, M ; and Krauth, Timothé
    In 14th USA/Europe Air Traffic Management Research and Development Seminar 
    @inproceedings{olive2021framework,
  title = {A Framework to Evaluate Aircraft Trajectory Generation Methods},
  author = {Olive, Xavier and Sun, Junzi and Mur{\c{c}}a, M and Krauth, Timoth{\'e}},
  booktitle = {14th USA/Europe Air Traffic Management Research and Development Seminar},
  organization = {FAA/EUROCONTROL},
  year = {2021},
  url = {http://atmseminar.org/seminarContent/seminar14/papers/ATM_Seminar_2021_paper_25.pdf}
}
  6. Wind profile estimation from aircraft derived data using Kalman Filters and Gaussian Process Regression
    Conference 2021
    Marinescu, Marius ; Olivares, Alberto ; Staffetti, Ernesto ; and Sun, Junzi
    In 14th USA/Europe Air Traffic Management Research and Development Seminar 
    @inproceedings{sun2021wind,
  title = {Wind profile estimation from aircraft derived data using Kalman Filters and Gaussian Process Regression},
  author = {Marinescu, Marius and Olivares, Alberto and Staffetti, Ernesto and Sun, Junzi},
  booktitle = {14th USA/Europe Air Traffic Management Research and Development Seminar},
  organization = {FAA/EUROCONTROL},
  year = {2021},
  url = {http://atmseminar.org/seminarContent/seminar14/papers/ATM_Seminar_2021_paper_21.pdf}
}
  7. Modeling and detecting anomalous safety events in approach flights using ADS-B data
    Conference 2021
    Bonifazi, Alberto ; Sun, Junzi ; Hoekstra, Jacco ; and Baren, Gerben
    In 14th USA/Europe Air Traffic Management Research and Development Seminar 
    @inproceedings{sun2021safety,
  title = {Modeling and detecting anomalous safety events in approach flights using ADS-B data},
  author = {Bonifazi, Alberto and Sun, Junzi and Hoekstra, Jacco and van Baren, Gerben},
  booktitle = {14th USA/Europe Air Traffic Management Research and Development Seminar},
  organization = {FAA/EUROCONTROL},
  year = {2021},
  url = {http://atmseminar.org/seminarContent/seminar14/papers/ATM_Seminar_2021_paper_69.pdf}
}
  8. OpenSky Report 2021: Insights on ADS-B Mandate and Fleet Deployment in Times of Crisis
    Conference 2021
    Sun, Junzi ; Olive, Xavier ; Strohmeier, Martin ; Schäfer, Matthias ; Martinovic, Ivan ; and Lenders, Vincent
    In Proceedings of the 40th Digital Avionics Systems Conference 
    @inproceedings{sun2021opensky,
  title = {OpenSky Report 2021: Insights on ADS-B Mandate and Fleet Deployment in Times of Crisis},
  author = {Sun, Junzi and Olive, Xavier and Strohmeier, Martin and Sch{\"a}fer, Matthias and Martinovic, Ivan and Lenders, Vincent},
  booktitle = {Proceedings of the 40th Digital Avionics Systems Conference},
  year = {2021},
  month = oct,
  url = {https://www.cs.ox.ac.uk/files/12934/dasc_2021_adsb_mandate_fleet_deployment.pdf}
}

2020

  1. OpenAP: An open-source aircraft performance model for air transportation studies and simulations
    Journal 2020
    DOI: 10.3390/aerospace7080104
    Sun, Junzi ; Hoekstra, Jacco M ; and Ellerbroek, Joost
    Aerospace 
    @article{sun2020openap,
  title = {OpenAP: An open-source aircraft performance model for air transportation studies and simulations},
  author = {Sun, Junzi and Hoekstra, Jacco M and Ellerbroek, Joost},
  journal = {Aerospace},
  volume = {7},
  number = {8},
  pages = {104},
  year = {2020},
  publisher = {Multidisciplinary Digital Publishing Institute},
  url = {https://doi.org/10.3390/aerospace7080104},
  doi = {10.3390/aerospace7080104}
}
  2. Estimating aircraft drag polar using open flight surveillance data and a stochastic total energy model
    Journal 2020
    DOI: 10.1016/j.trc.2020.01.026
    Sun, Junzi ; Hoekstra, Jacco M ; and Ellerbroek, Joost
    Transportation Research Part C: Emerging Technologies 
    @article{sun2020estimating,
  title = {Estimating aircraft drag polar using open flight surveillance data and a stochastic total energy model},
  author = {Sun, Junzi and Hoekstra, Jacco M and Ellerbroek, Joost},
  journal = {Transportation Research Part C: Emerging Technologies},
  volume = {114},
  pages = {391--404},
  year = {2020},
  publisher = {Elsevier},
  pdf = {openap_dragpolar.pdf},
  doi = {10.1016/j.trc.2020.01.026}
}
  3. Mode S Transponder Comm-B Capabilities in Current Operational Aircraft
    Conference 2020
    DOI: 10.3390/proceedings2020059004
    Sun, Junzi ; Vû, Huy ; Olive, Xavier ; and Hoekstra, Jacco M
    In Multidisciplinary Digital Publishing Institute Proceedings 
    @inproceedings{sun2020modes,
  title = {Mode S Transponder Comm-B Capabilities in Current Operational Aircraft},
  author = {Sun, Junzi and V{\^u}, Huy and Olive, Xavier and Hoekstra, Jacco M},
  booktitle = {Multidisciplinary Digital Publishing Institute Proceedings},
  volume = {59},
  number = {1},
  pages = {4},
  year = {2020},
  doi = {10.3390/proceedings2020059004},
  url = {https://doi.org/10.3390/proceedings2020059004}
}
  4. Detecting Events in Aircraft Trajectories: Rule-Based and Data-Driven Approaches
    Conference 2020
    DOI: 10.3390/proceedings2020059008
    Olive, Xavier ; Sun, Junzi ; Lafage, Adrien ; and Basora, Luis
    In Multidisciplinary Digital Publishing Institute Proceedings 
    @inproceedings{olive2020detecting,
  title = {Detecting Events in Aircraft Trajectories: Rule-Based and Data-Driven Approaches},
  author = {Olive, Xavier and Sun, Junzi and Lafage, Adrien and Basora, Luis},
  booktitle = {Multidisciplinary Digital Publishing Institute Proceedings},
  volume = {59},
  number = {1},
  pages = {8},
  year = {2020},
  doi = {10.3390/proceedings2020059008},
  url = {https://doi.org/10.3390/proceedings2020059008}
}
  5. Analyzing Aircraft Surveillance Signal Quality at the 1090 Megahertz Radio Frequency
    Conference 2020
    Sun, J ; and Hoekstra, JM
    In Proceedings of the 9th International Conference for Research in Air Transportation 
    @inproceedings{sun2020rf,
  title = {Analyzing Aircraft Surveillance Signal Quality at the 1090 Megahertz Radio Frequency},
  author = {Sun, J and Hoekstra, JM},
  booktitle = {Proceedings of the 9th International Conference for Research in Air Transportation},
  year = {2020},
  url = {http://www.icrat.org/ICRAT/seminarContent/2020/papers/ICRAT2020_paper_25.pdf},
  award = true
}
  6. Detecting and Measuring Turbulence from Mode S Surveillance Downlink Data
    Conference 2020
    Olive, Xavier ; and Sun, Junzi
    In Proceedings of the 9th International Conference on Research in Air Transportation, Tampa, FL, USA 
    @inproceedings{olive2020detectinh,
  title = {Detecting and Measuring Turbulence from Mode S Surveillance Downlink Data},
  author = {Olive, Xavier and Sun, Junzi},
  booktitle = {Proceedings of the 9th International Conference on Research in Air Transportation, Tampa, FL, USA},
  pages = {23--26},
  year = {2020},
  url = {http://www.icrat.org/ICRAT/seminarContent/2020/papers/ICRAT2020_paper_3.pdf}
}

2019

  1. Open aircraft performance modeling: based on an analysis of aircraft surveillance data
    Book 2019
    DOI: 10.4233/uuid:af94d535-1853-4a6c-8b3f-77c98a52346a
    Sun, Junzi
    TU Delft 
    @book{sun2019thesis,
  title = {Open aircraft performance modeling: based on an analysis of aircraft surveillance data},
  author = {Sun, Junzi},
  publisher = {TU Delft},
  year = {2019},
  doi = {10.4233/uuid:af94d535-1853-4a6c-8b3f-77c98a52346a},
  url = {https://doi.org/10.4233/uuid:af94d535-1853-4a6c-8b3f-77c98a52346a}
}
  2. pymodes: Decoding Mode S Surveillance Data for Open Air Transportation Research
    Journal 2019
    DOI: 10.1109/TITS.2019.2914770
    Sun, Junzi ; Vû, Huy ; Ellerbroek, Joost ; and Hoekstra, Jacco M
    IEEE Transactions on Intelligent Transportation Systems 
    @article{sun2019pymodes,
  title = {pymodes: Decoding Mode S Surveillance Data for Open Air Transportation Research},
  author = {Sun, Junzi and V{\^u}, Huy and Ellerbroek, Joost and Hoekstra, Jacco M},
  journal = {IEEE Transactions on Intelligent Transportation Systems},
  doi = {10.1109/TITS.2019.2914770},
  year = {2019},
  publisher = {IEEE},
  pdf = {pymodes.pdf}
}
  3. Particle filter for aircraft mass estimation and uncertainty modeling
    Journal 2019
    DOI: 10.1016/j.trc.2019.05.030
    Sun, Junzi ; Blom, Henk AP ; Ellerbroek, Joost ; and Hoekstra, Jacco M
    Transportation Research Part C: Emerging Technologies 
    @article{sun2019particle,
  title = {Particle filter for aircraft mass estimation and uncertainty modeling},
  author = {Sun, Junzi and Blom, Henk AP and Ellerbroek, Joost and Hoekstra, Jacco M},
  journal = {Transportation Research Part C: Emerging Technologies},
  volume = {105},
  pages = {145--162},
  year = {2019},
  publisher = {Elsevier},
  doi = {10.1016/j.trc.2019.05.030},
  pdf = {pf_mass}
}
  4. WRAP: An open-source kinematic aircraft performance model
    Journal 2019
    DOI: 10.1016/j.trc.2018.11.009
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco M
    Transportation Research Part C: Emerging Technologies 
    @article{sun2019wrap,
  title = {WRAP: An open-source kinematic aircraft performance model},
  author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco M},
  journal = {Transportation Research Part C: Emerging Technologies},
  volume = {98},
  pages = {118--138},
  year = {2019},
  publisher = {Elsevier},
  doi = {10.1016/j.trc.2018.11.009},
  pdf = {wrap.pdf}
}
  5. Integrating pyModeS and OpenSky Historical Database
    Conference 2019
    DOI: 10.29007/mmsb
    Sun, J ; and Hoekstra, JM
    In Proceedings of the 7th OpenSky Workshop 2019 
    @inproceedings{sun2019pyopensky,
  title = {Integrating pyModeS and OpenSky Historical Database},
  author = {Sun, J and Hoekstra, JM},
  doi = {10.29007/mmsb},
  booktitle = {Proceedings of the 7th OpenSky Workshop 2019},
  volume = {67},
  year = {2019},
  url = {https://easychair.org/publications/paper/f7Wc}
}
  6. Reconstructing Aircraft Turn Manoeuvres for Trajectory Analyses Using ADS-B Data
    Conference 2019
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco M
    In 
    @inproceedings{sun2019reconstructing,
  title = {Reconstructing Aircraft Turn Manoeuvres for Trajectory Analyses Using ADS-B Data},
  author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco M},
  journal = {Proceedings of the 9th SESAR Innovation Days, Athens, Greece},
  pages = {2--5},
  year = {2019},
  url = {https://www.sesarju.eu/sites/default/files/documents/sid/2019/papers/SIDs_2019_paper_57.pdf}
}

2018

  1. Aircraft initial mass estimation using Bayesian inference method
    Journal 2018
    DOI: 10.1016/j.trc.2018.02.022
    Sun, J. ; Ellerbroek, J. ; and Hoekstra, J.M.
    Transportation Research Part C: Emerging Technologies 
    @article{sun2018bayes,
  author = {Sun, J. and Ellerbroek, J. and Hoekstra, J.M.},
  doi = {10.1016/j.trc.2018.02.022},
  journal = {Transportation Research Part C: Emerging Technologies},
  pages = {59--73},
  publisher = {Elsevier},
  title = {{Aircraft initial mass estimation using Bayesian inference method}},
  volume = {90},
  year = {2018},
  pdf = {bayes_mass.pdf}
}
  2. Weather field reconstruction using aircraft surveillance data and a novel meteo-particle model
    Journal 2018
    DOI: 110.1371/journal.pone.0205029
    Sun, Junzi ; Vû, Huy ; Ellerbroek, Joost ; and Hoekstra, Jacco M
    PloS one 
    @article{sun2018mp,
  title = {Weather field reconstruction using aircraft surveillance data and a novel meteo-particle model},
  author = {Sun, Junzi and V{\^u}, Huy and Ellerbroek, Joost and Hoekstra, Jacco M},
  journal = {PloS one},
  volume = {13},
  number = {10},
  pages = {e0205029},
  year = {2018},
  publisher = {Public Library of Science},
  doi = {110.1371/journal.pone.0205029},
  url = {https://doi.org/10.1371/journal.pone.0205029}
}
  3. Aircraft Drag Polar Estimation Based on a Stochastic Hierarchical Model
    Conference 2018
    Sun, Junzi ; Hoekstra, Jacco M ; and Ellerbroek, Joost
    In 8th International Conference on Research in Air Transportation 
    @inproceedings{sun2018drag,
  title = {Aircraft Drag Polar Estimation Based on a Stochastic Hierarchical Model},
  author = {Sun, Junzi and Hoekstra, Jacco M and Ellerbroek, Joost},
  booktitle = {8th International Conference on Research in Air Transportation},
  year = {2018},
  url = {https://www.sesarju.eu/sites/default/files/documents/sid/2018/papers/SIDs_2018_paper_75.pdf}
}
  4. Aircraft Mass and Thrust Estimation Using Recursive Bayesian Method
    Conference 2018
    Sun, Junzi ; Blom, Henk A P ; Ellerbroek, Joost ; and Hoekstra, Jacco M
    In 8th International Conference on Research in Air Transportation 
    @inproceedings{sun2018smc,
  author = {Sun, Junzi and Blom, Henk A P and Ellerbroek, Joost and Hoekstra, Jacco M},
  booktitle = {8th International Conference on Research in Air Transportation},
  title = {{Aircraft Mass and Thrust Estimation Using Recursive Bayesian Method}},
  year = {2018},
  url = {http://www.icrat.org/ICRAT/seminarContent/2018/papers/ICRAT_2018_paper_19.pdf}
}

2017

  1. Flight Extraction and Phase Identification for Large Automatic Dependent Surveillance–Broadcast Datasets
    Journal 2017
    DOI: 10.2514/1.I010520
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco
    Journal of Aerospace Information Systems 
    @article{sun2017fdp,
  author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco},
  doi = {10.2514/1.I010520},
  journal = {Journal of Aerospace Information Systems},
  number = {10},
  pages = {566--571},
  publisher = {American Institute of Aeronautics and Astronautics},
  title = {{Flight Extraction and Phase Identification for Large Automatic Dependent Surveillance–Broadcast Datasets}},
  volume = {14},
  year = {2017},
  pdf = {phase_id.pdf}
}
  2. Ground-based Wind Field Construction from Mode-S and ADS-B Data with a Novel Gas Particle Model
    Conference 2017
    Sun, Junzi ; Vû, Huy ; Ellerbroek, Joost ; and Hoekstra, Jacco
    In 
    @inproceedings{sun2017pwm,
  author = {Sun, Junzi and V{\^{u}}, Huy and Ellerbroek, Joost and Hoekstra, Jacco},
  journal = {Seventh SESAR Innovation Days},
  pages = {30th},
  title = {{Ground-based Wind Field Construction from Mode-S and ADS-B Data with a Novel Gas Particle Model}},
  volume = {28},
  year = {2017},
  url = {https://www.sesarju.eu/sites/default/files/documents/sid/2017/SIDs_2017_paper_16.pdf}
}
  3. Modeling Aircraft Performance Parameters with Open ADS-B Data
    Conference 2017
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco
    In 
    @inproceedings{sun2017modeling,
  author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco},
  journal = {12th USA/Europe Air Traffic Management Research and Development Seminar},
  title = {{Modeling Aircraft Performance Parameters with Open ADS-B Data}},
  year = {2017},
  url = {http://atmseminar.org/seminarContent/seminar12/papers/12th_ATM_RD_Seminar_paper_66.pdf}
}
  4. Bayesian Inference of Aircraft Initial Mass
    Conference 2017
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco
    In 12th USA/Europe Air Traffic Management Research and Development Seminar 
    @inproceedings{sun2017bayes,
  author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco},
  booktitle = {12th USA/Europe Air Traffic Management Research and Development Seminar},
  title = {{Bayesian Inference of Aircraft Initial Mass}},
  year = {2017},
  url = {http://atmseminar.org/seminarContent/seminar12/papers/12th_ATM_RD_Seminar_paper_25.pdf}
}
  5. Large-Scale ADS-B Data and Signal Quality Analysis
    Conference 2017
    Verbraak, T L ; Ellerbroek, J ; Sun, J ; and Hoekstra, J M
    In 12th USA/Europe Air Traffic Management Research and Development Seminar 
    @inproceedings{verbraak2017,
  author = {Verbraak, T L and Ellerbroek, J and Sun, J and Hoekstra, J M},
  booktitle = {12th USA/Europe Air Traffic Management Research and Development Seminar},
  organization = {FAA/EUROCONTROL},
  title = {{Large-Scale ADS-B Data and Signal Quality Analysis}},
  year = {2017},
  url = {http://atmseminar.org/seminarContent/seminar12/papers/12th_ATM_RD_Seminar_paper_83.pdf},
  award = true
}

2016

  1. Large-scale flight phase identification from ads-b data using machine learning methods
    Conference 2016
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco
    In 7th International Conference on Research in Air Transportation 
    @inproceedings{sun2016large,
  title = {Large-scale flight phase identification from ads-b data using machine learning methods},
  author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco},
  booktitle = {7th International Conference on Research in Air Transportation},
  year = {2016},
  url = {http://www.icrat.org/icrat/seminarContent/2016/papers/38/ICRAT_2016_paper_38.pdf}
}
  2. Modeling and Inferring Aircraft Takeoff Mass from Runway ADS-B Data
    Conference 2016
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco
    In 7th International Conference on Research in Air Transportation 
    @inproceedings{sun2016takeoff,
  author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco},
  booktitle = {7th International Conference on Research in Air Transportation},
  title = {{Modeling and Inferring Aircraft Takeoff Mass from Runway ADS-B Data}},
  year = {2016},
  url = {http://www.icrat.org/icrat/seminarContent/2016/papers/39/ICRAT_2016_paper_39.pdf}
}

older

  1. A genetic algorithm for ground station scheduling
    Conference 2011
    Sun, Junzi ; and Xhafa, Fatos
    In 2011 International Conference on Complex, Intelligent, and Software Intensive Systems 
    @inproceedings{sun2011genetic,
  title = {A genetic algorithm for ground station scheduling},
  author = {Sun, Junzi and Xhafa, Fatos},
  booktitle = {2011 International Conference on Complex, Intelligent, and Software Intensive Systems},
  pages = {138--145},
  year = {2011},
  url = {https://dl.acm.org/doi/10.1109/CISIS.2011.29},
  organization = {IEEE}
}

© Copyright 2021 Junzi Sun