Heng Shi

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Publications [Google Scholar]

  1. Zhu, J., Kuang, M., Zhou, W., Shi, H.* , Zhu, J., and Han, X. “Mastering Air Combat Game with Deep Reinforcement Learning,” Defence Technology, 2024, 34, pp.295-312. [IF:5.1] [DOI]

  2. Zhao, M., Shi, H.* , Kuang, M., Zhu, J. “Evasion Maneuver and Timing Strategy for UAVs under Direct Force Control,” Guidance, Navigation and Control , 2024. [IF:4.3] [DOI]

  3. Yang, Y., Zhu, J., Yuan, X., Wang, X., Kuang, M. and Shi, H..“Dynamic characteristics analysis and robust transition control of tail-sitter VTOL UAVs,” Aerospace Science and Technology, 2024, 145, p.108868. [IF:5.0] [DOI]

  4. Li, X., Chen, W., Chen, Z.* and Shi, H. .“Generalized Circular Impact Time Guidance,” Aerospace Science and Technology, 2024, p.109543. [IF:5.0] [DOI]

  5. Ding, K., Kuang, M.*, Shi, H. and Gao, J. “Multi-UAV Cooperative Target Assignment Method Based on Reinforcement Learning,” Drones, 2024, 8(10), 562. [IF:5.0] [DOI]

  6. Zhu, J., Zhang, H., Kuang, M., Shi, H., Zhu, J. and Zhou, W. “Curriculum Learning-based Simulation of UAV Air Combat Under Sparse Rewards,” Journal of System Simulation, 2024, 36(6), pp.1452-1467. [DOI]

  7. Zhao, M., Shi, H.* , Kuang, M., Zhu, J. “Evasion Maneuver Strategy and Timing Optimization Method for UAVs,” 2024 International Conference on Guidance, Navigation and Control (ICGNC 2024), 2024. [Best Paper Award]

  8. Yang, L., Shi, H.* , Kuang, M., Zhu, J. “Enhancing Active Defense with a Predictive Guidance Law Based on Constant Maneuvering Envelope,” /2024 International Conference on Guidance, Navigation and Control (ICGNC 2024), 2024.

  9. Zhao, M., Wu, R., Shi, H.* , Dong, H., Yang, L., Cheng, Z. “Cooperative Guidance Law with Variable Velocity for Impact Time and Angle Control,” /2024 International Conference on Guidance, Navigation and Control (ICGNC 2024), 2024.

  10. Gao, J., Kuang, M., Shi, H.* , Yuan, X., Zhu, J. and Qiao, Z. “Efficient Path Planning for UAV Formation Using Dubins Paths,” /2024 International Conference on Guidance, Navigation and Control (ICGNC 2024), 2024.

  11. Shi, H., Cheng, Z., Kuang, M., Zhu, J., Yan, X., and Li, X. “Four-Stage Guidance Law for Impact Time and Angle Control based on the Bezier Curve,” IEEE Transactions on Aerospace and Electronic Systems, 2023. [IF:4.4] [DOI]

  12. Hou, L., Luo, H., Shi, H., Shin, HS., and He, S. “An Optimal Geometrical Guidance Law for Impact Time and Angle Control,” IEEE Transactions on Aerospace and Electronic Systems, 2023, doi: 10.1109/TAES.2023.3305974. [IF:4.4]

  13. Chen, Z., Wang, K., and Shi, H.. “Elongation of curvature-bounded path,” Automatica Vol. 151, 2023, p. 110936. [IF:6.150]

  14. Yan, X., Tang, Y., Xu, Y., Shi, H.* , and Zhu J. Multi-Constrained Geometric Guidance Law with a Data-Driven Method. Drones 2023, 7(10), 639. doi: 10.3390/drones7100639. [IF:4.8]

  15. Li, X., Chen, W., Chen, Z., and Shi, H.* A guidance law with both impact time and impact angle constraints based on circular guidance,” 2023 International Conference on Mechanical and Aerospace Engineering (ICMAE), IEEE, Portugal, 2023.

  16. Wu, D., Zhang, J., Zhang, J., and Shi, H.. “A Novel Deep Link Prediction Model for Peer-to-Peer Dynamic Task Collaboration Networks,” Peer-to-Peer Networking and Applications Vol. 15, No. 4, 2022, pp. 1775-1791. [IF:2.670]

  17. Li, X., Chen, W., Chen, Z., Wang, T., and Shi, H.. “Fixed-Time Circular Impact-Time Guidance with Look Angle Constraint,” Aerospace Vol. 9, No. 7, 2022, p. 356. [IF:2.660]

  18. Hou, L., Zhu, J., Shi, H.., and Kuang, M. “A novel calculation and simulation method on missile killing effect,” International Journal of Modeling, Simulation, and Scientific Computing, 2022, p. 2350006.

  19. Wang, C., Ren, H., Kuang, M., Shi, H.. “Simulation of Unmanned Tank Cooperative Combat Based on Military Rules,” Journal of System Simulation, Vol. 34, No. 8, 2022, p. 1691. (In Chinese)

  20. Zhou, W., Zhu, J., Kuang, M., and Shi, H.. “Multi-UAV cooperative swarm algorithm in air combat based on predictive game tree,” SCIENTIA SINICA Technologica Vol. 53, No. 2, 2021, pp. 187-199.

  21. Shi, H.., Zhu, J., Kuang, M., and Yuan, X. “Cooperative prediction guidance law in target-attacker-defender scenario,” Science China Information Sciences Vol. 64, No. 4, 2021, p. 149201. [IF:7.275]

  22. Shi, H.., Zhu, J., Kuang, M., and Hou, L. “Optimal Launch Time Selection in Target-Missile-Defender Scenario,” 2021 European Control Conference (ECC). IEEE, Delft, Netherlands, 2021, pp. 2374-2379.

  23. Shi, H.., Chen, Z., Zhu, J., and Kuang, M. “Model predictive guidance for active aircraft protection from a homing missile,” IET Control Theory and Applications Vol. 16, No. 2, 2021, pp. 208-218. [IF:2.670]

  24. Hou, L., Zhu, J., Kuang, M., and Shi, H.. “Impact Angle Control Guidance to Intercept Moving Targets by Virtual Target Technique,” International Journal of Aerospace Engineering Vol. 2021, 2021, pp. 1-12. [IF:1.198]

  25. Shi, H.. “Cooperative Guidance on Aircraft Terminal Active Protection,” Beijing, China: Tsinghua University, 2020. (Ph.D Thesis)

  26. Shi, H.., Zhu, J., Kuang, M., and Yuan, X. “Predictive Guidance Strategies for Active Aircraft Defense,” AIAA Scitech 2019 Forum. AIAA, USA, 2019, p. 2343.

  27. Shi, H.., Zhu, J. “Optimal Cooperative Prediction Guidance Law for Active Defense,” Aerospace Control and Application, Vol. 45, No. 4, 2019, pp. 64-70. (In Chinese)

  28. Shi, H.., Zhu, J., Yuan, X., Kuang, M., Wang, W., and Deng, Z. “Research on Intercepting Strategy of Multiple Kill Vehicle in Midcourse Defense Based on Multi-Sensors Fusion Method,” IFAC World Congress 2017. Vol. 50, Elsevier, France, 2017, pp. 15032-15037.

  29. Shi, H.., and Zhu, J. “Trajectory Planning of Approaching Non-cooperative Targets Based on Gauss Pseudospectral Method,” 27th AASAIAA Space Flight Mechanics Meeting/. Vol. 160, Univelt, 2017, pp. 1527-1538.

  30. Shi, H.., Zhu, J. “Research on Application Specification of Chinese Domestic Satellite Technology in Field of Intelligent Tourism,” China Satellite Navigation Conference (CSNC). 2017. (In Chinese)

  31. Wei, X., Dong, Y., Liu, F., Tian, L., Hao, Z., and Shi, H.. “Principal component analysis and cluster analysis based orbit optimization for earth observation satellites,” Journal of Chongqing University English Edition Vol. 15, No. 3, 2016, pp. 83-94.

  32. Wei, X., Shi, H.., Tian, L., Hao, Z., and Zhang, C. “Design and Development of a Universal Verification System for Satellite Data Management System Based on AOS,” Instrumentation and Measurement, Computer, Communication and Control (IMCCC) 2015. IEEE, 2015, pp. 318-321.

  33. Shi, H.., and Dong, Y. “Research on cooperative control of human-computer interaction tools with high recognition rate based on neural network,” 2014 International Conference on Virtual Reality and Visualization. IEEE, 2014, pp. 350-354.

fig-aircombat 

Patents

  • Heng Shi, Jihong Zhu, Minchi Kuang, Libing Hou, Xiaming Yuan, Xinghui Yan. A predictive guidance method in three-body conflict using fixed point optimization, China Patent, CN202011086110.6.

  • Heng Shi, Jihong Zhu, Minchi Kuang, Libing Hou, Xiaming Yuan, Xinghui Yan. An optimal predictive guidance technique in three-body conflict using golden section search, China Patent, CN202010923657.0.

  • Heng Shi, Jihong Zhu, Minchi Kuang, Wufan Wang, Xinghui Yan. Optimal launch timing search method for active defense missiles using predictive guidance, China Patent, CN201910739750.3.

  • Heng Shi, Jihong Zhu. A real-time multi-prediction guidance law for aircraft defending missile, China Patent, CN201818001011.0.

  • Jihong Zhu, Heng Shi. A three-dimensional real-time omnidirectional guidance law, China Patent, CN201810246200.3.

  • Feng Liu, Heng Shi, Jihong Zhu. An air dynamic infrared scene simulation system based on Unity3D, China Patent, CN201811083437.0.

  • Libing Hou, Jihong Zhu, Heng Shi, Minchi Kuang, Xiaming Yuan. A method for calculating the killing effect in the terminal guidance phase of missile, China Patent, CN202010923639.2.

  • Minchi Kuang, Jihong Zhu, Zhi Qiao, Heng Shi, Libing Hou, Xinghui Yan. Intelligent simulation method of ground clutter interference in air combat environment, China Patent, CN202010923635.4.

  • Wufan Wang, Jihong Zhu, Jiali Yang, Minchi Kuang, Heng Shi, Xinghui Yan. An image semantic segmentation sethod using probability graph gradient loss function, China Patent, CN201910779851.3.

  • Wufan Wang, Jihong Zhu, Jiali Yang, Minchi Kuang, Xinghui Yan, Heng Shi. Pyramid pooling multi-scale feature learning method using attention mechanism, China Patent, CN201910779135.5.

  • Wufan Wang, Jihong Zhu, Minchi Kuang, Heng Shi, Xinghui Yan. Tail-over drone with double redundancy, China Patent, CN201811160531.1.

  • Wufan Wang, Jihong Zhu, Minchi Kuang, Heng Shi, Xinghui Yan. Tailstock type drone with aerodynamic and thrust vector composite control, China Patent, CN201811109832.1.

  • Xinghui Yan, Jihong Zhu, Minchi Kuang, Wufan Wang, Heng Shi. Automatic aircraft aerodynamic optimization method based on reinforcement learning and transfer learning, China Patent, CN201811217192.6.

  • Xinghui Yan, Jihong Zhu, Minchi Kuang, Wufan Wang, Heng Shi. Aircraft aerodynamic optimization method based on data mining and genetic algorithm, China Patent, CN201811216160.4.

Forums

  • 2019 59th Israel Annual Conference on Aerospace Sciences (IACAS), Tel Aviv.

  • 2017 Tsinghua Doctoral Student Academic Forum & 6th Postgraduate Academic Forum. Poster & Oral Presentation.  [poster] [certificate]

  • 2017 Intelligent Unmanned System Crossover Field Doctoral Academic Forum. Poster.  [poster] [certificate]