journal article Apr 01, 2026

Energy-Aware Hierarchical Mission Planning for Stratospheric Airship under Dynamic Meteorological Environment

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References
30
[1]
Bai "Station keeping control method based on deep reinforcement learning for stratospheric aerostat in dynamic wind field" Advances in Space Research (2024) 10.1016/j.asr.2024.09.052
[2]
Chakraa, H., Leclercq, E., Guérin, F. et al. (2023). A multi-robot mission planner by means of beam search approach and 2-opt local search. In 9th International Conference on Control, Decision and Information Technologies, CoDIT 2023. 10.1109/codit58514.2023.10284492
[3]
Chen "An observation scheduling approach based on task clustering for high-altitude airship" Sensors (2022) 10.3390/s22052050
[4]
Delgado "Station-keeping haps mission through optimal sprint and drift trajectories" Aerospace Science and Technology (2024) 10.1016/j.ast.2024.109365
[5]
High-Altitude Platforms - Present Situation and Technology Trends

Flavio Araripe D'Oliveira, Francisco Cristovão Lourenço de Melo, Tessaleno Campos Devezas

Journal of Aerospace Technology and Management 2016 10.5028/jatm.v8i3.699
[6]
Du "Station-keeping performance analysis for high altitude balloon with altitude control system(article)" Aerospace Science and Technology (2019) 10.1016/j.ast.2019.06.035
[7]
Gong "Adaptive collaborative coverage control for multi-stratospheric airship within unknown non-uniform wind field" Journal of the Franklin Institute (2024) 10.1016/j.jfranklin.2024.107244
[8]
Hu "Genetic algorithm and greedy strategy-based multi-mission-point route planning for heavy-duty semi-rigid airship" Sensors (2022) 10.3390/s22134954
[9]
Jing "Cooperative deployment multi-objective optimization approach for high-resolution multi-airship earth-observation coverage network" IEEE Transactions on Network Science and Engineering (2023)
[10]
José Raul Azinheira "Influence of wind speed on airship dynamics" Journal of Guidance, Control, and Dynamics (2002) 10.2514/2.4991
[11]
Ju "The availability of cloud-free landsat etm+ data over the conterminous united states and globally" Remote Sensing of Environment (2008) 10.1016/j.rse.2007.08.011
[12]
Kiam "Ga-guided task planning for multiple-haps in realistic time-varying operation environments" (2019)
[13]
Kiam "Hierarchical mission planning with a ga-optimizer for unmanned high altitude pseudo-satellites" Sensors (Basel, Switzerland) (2021) 10.3390/s21051630
[14]
Lee "Development of korean high altitude platform systems" International Journal of Wireless Information Networks (2006) 10.1007/s10776-005-0018-6
[15]
Li "An approach for estimating perpetual endurance of the stratospheric solar-powered platform" Aerospace Science and Technology (2018) 10.1016/j.ast.2018.05.035
[16]
Li "Airship dynamics modeling: A literature review" Progress in Aerospace Sciences (2011) 10.1016/j.paerosci.2010.10.001
[17]
Liu "Autonomous trajectory planning method for stratospheric airship regional station-keeping based on deep reinforcement learning" Aerospace (2024) 10.3390/aerospace11090753
[18]
Luo "Trajectory planning of stratospheric airship for station-keeping mission based on improved rapidly exploring random tree" Advances in Space Research (2024) 10.1016/j.asr.2023.10.002
[19]
Lv "Hierarchical reinforcement learning method for long-horizon path planning of stratospheric airship" (2025)
[20]
Marc G. Bellemare, M.C.M.S.M., Pablo Samuel Castro, Wang, Z., & Salvatore Candido, S.S.P., Jun Gong (2020). Autonomous navigation of stratospheric balloons using reinforcement learning. Nature, 588, 77–82. 10.1038/s41586-020-2939-8
[21]
Qi "Stratospheric airship trajectory planning in wind field using deep reinforcement learning" Advances in Space Research (2025) 10.1016/j.asr.2024.08.057
[22]
Song "Survey on mission planning of multiple unmanned aerial vehicles" Aerospace (2023) 10.3390/aerospace10030208
[23]
Wang "Research on real-time trajectory optimization methods for stratospheric airships based on deep learning" Aerospace Systems (2024) 10.1007/s42401-024-00315-z
[24]
Analysis of attitude planning and energy balance of stratospheric airship

Lanchuan Zhang, Jun Li, Yifei Wu et al.

Energy 2019 10.1016/j.energy.2019.07.002
[25]
Zhang "Integration of path planning and following control for the stratospheric airship with forecasted wind field data" ISA Transactions (2023) 10.1016/j.isatra.2023.08.026
[26]
Collaborative coverage trajectory planning for stratospheric airship via multi-agent reinforcement learning

Baojin Zheng, Xiao Guo, Jiajun Ou et al.

Aerospace Science and Technology 2026 10.1016/j.ast.2025.110736
[27]
Zheng "Deep-reinforcement-learning-based path planning method for stratospheric airships in spatiotemporally complex environments" IEEE Transactions on Aerospace and Electronic Systems (2025) 10.1109/taes.2025.3608734
[28]
Deep reinforcement learning based mobile robot navigation: A review

Kai Zhu, Tao Zhang

Tsinghua Science and Technology 2021 10.26599/tst.2021.9010012
[29]
Zhu "Object-based cloud and cloud shadow detection in landsat imagery" Remote Sensing of Environment (2012) 10.1016/j.rse.2011.10.028
[30]
Zuo "A survey on modelling, control and challenges of stratospheric airships" Control Engineering Practice (2022) 10.1016/j.conengprac.2021.104979
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Published
Apr 01, 2026
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Funding
National Natural Science Foundation of China Award: 52272445
Natural Science Foundation of Hunan Province Award: 2023JJ30636
Distinguished Young Scholar Foundation of Hunan Province Award: 2023JJ10056
Cite This Article
Lele Qi, Xixiang Yang, Xiaolong Deng, et al. (2026). Energy-Aware Hierarchical Mission Planning for Stratospheric Airship under Dynamic Meteorological Environment. Advances in Space Research. https://doi.org/10.1016/j.asr.2026.03.105
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