帳號:guest(216.73.216.146)          離開系統
字體大小: 字級放大   字級縮小   預設字形  

詳目顯示

以作者查詢圖書館館藏以作者查詢臺灣博碩士論文系統以作者查詢全國書目
作者(中文):梁傳承
作者(外文):Liang, Chuan-Cheng
論文名稱(中文):基於觀測器之H∞錯誤容忍PID分散式編隊追蹤設計對於網路控制系統之大規模低軌道衛星
論文名稱(外文):Decentralized H∞ Fault-Tolerant Observer-Based PID Team Formation Tracking Design of Network Control System of Large-Scale LEO Satellites
指導教授(中文):陳博現
指導教授(外文):Chen, Bor-Sen
口試委員(中文):林俊良
吳德豐
陳柏瑋
口試委員(外文):Lin, Chun-Liang
Wu, Ter-Feng
Chen, Bo-Wei
學位類別:碩士
校院名稱:國立清華大學
系所名稱:電機工程學系
學號:110061574
出版年(民國):112
畢業學年度:112
語文別:英文
論文頁數:41
中文關鍵詞:大規模低軌道衛星編隊錯誤訊號容忍PID控制網路控制系統基於觀測器線性矩陣不等式軌跡追蹤控制
外文關鍵詞:Large-scale low earth orbit satellitesFault-tolerantPID controlNetwork control systemObserver-basedLinear matrix inequalitiesTracking control
相關次數:
  • 推薦推薦:0
  • 點閱點閱:136
  • 評分評分:*****
  • 下載下載:0
  • 收藏收藏:0
為了更加實際的應用,在本研究中我們提出了一種用於大型低軌道衛星網路控制系統的分散式H∞容錯觀測器PID編隊追蹤設計,以應對外部干擾、耦合和透過無線通訊渠道的惡意攻擊訊號。首先我們提出了一種新穎的前饋線性化參考追蹤控制策略,從而使大型低軌道衛星網路控制系統的非線性編隊輸出反饋追蹤控制問題變成每顆衛星的等效線性化編隊追蹤控制系統,並且考慮了測量雜訊、致動器和傳感器錯誤訊號以及耦合效應。因此在每顆衛星的等效線性化團隊形成系統中嵌入了一種新穎的致動器和傳感器錯誤訊號平滑模型,以避免它們對每顆衛星的團隊形成估計和控制的損害。然後使用分散式H∞容錯觀測器PID控制策略,以有效減少致動器和傳感器錯誤訊號、測量雜訊以及衛星之間的耦合對衛星編隊的影響。我們只需要為團隊中的每顆衛星解決一個線性矩陣不等式約束優化問題,以實現大型低軌道衛星網路控制系統的最佳分散式H∞容錯觀測器PID編隊追蹤設計。最後,給出了由一個由十二顆衛星組成的任務的編隊模擬,說明設計過程並且驗證所提出的設計的可行性並與其他方法進行比較。
In this study, for more practice applications, a simple decentralized H∞ fault-tolerant observer-based team formation proportional-integral-derivative (PID) tracking design is proposed for large-scale low earth orbit (LEO) satellites network control system (NCS) under external disturbance, coupling and malicious attack signals via wireless communication channel. First, a novel feedforward linearization reference tracking control scheme is proposed so that the nonlinear team formation output feedback tracking control problem of large-scale LEO satellites NCS become an equivalent linearized team formation tracking control system of each satellite with output measurement, actuator and sensor false signals, and coupling effect. Therefore, a novel smoothing model of actuator and sensor false signal is embedded in the equivalent linearized team formation system of each satellite to avoid their corruption on the estimation and control of team formation of each satellite. Then, a decentralized H∞ fault-tolerant observer-based PID control strategy is employed to efficiently attenuate the effect of actuator and sensor false signal, measurement noise and coupling among satellites on the team formation of all satellites. We only need to solve a linear matrix inequalities (LMIs)-constrained optimization problem for each satellite in the team to achieve the optimal H∞ decentralized fault-tolerant observer-based PID team formation tracking control of large-scale LEO satellite NCS. Finally, a simulation example of team formation composed of twelve satellites is given for a task of coverage of earth to illustrate the design procedure and to validate the proposed design in comparison with other method.
I. Introduction 1
II. System Model and Problem Formulation 6
A. Satellite System Model 6
B. Problem Formulation 10
III. H∞ Observer-Based PID Fault-Tolerant Tracking Control of Large-Scale Team Formation Satellites NCS 12
IV. Simulation and Comparison 22
A. Design Specifications of the Satellites System 24
B. Simulation Result and Discussion 28
C. Comparison Result and Discussion 36
V. Conclusion 37
Reference 38
[1] I. Leyva-Mayorga, B. Soret, M. R¨oper, D. W¨ubben, B. Matthiesen, A. Dekorsy and P. Popovski “LEO Small-Satellite
Constellations for 5G and Beyond-5G Communications,” IEEE Access, vol. 8, pp. 184955-184964, 2020.
[2] R. Srivastava, R. Sah and K. Das, “Attitude Determination and Control System for a LEO Debris Chaser Small Satellite,”
AIAA SCITECH 2022 Forum , p. 0519, 2022.
[3] T. Reid, B. Chan, A. Goel, K. Gunning, B. Manning, J. Martin, A. Neish, A. Perkins and P. Tarantino “Satellite Navigation
for the Age of Autonomy,” Proc. IEEE/ION Position, Location Navigat. Symp., pp. 342-352, 2020.
[4] A. U. Chaudhry and H. Yanikomeroglu “Laser Intersatellite Links in a Starlink Constellation: A Classification and Analysis,”
IEEE Veh. Technol. Mag., vol. 16, no. 2, pp. 48-56, Jun. 2021.
[5] D. P. Scharf, F. Y. Hadaegh and S. R. Ploen, “A survey of spacecraft formation flying guidance and control (part 1):
guidance,” Proceedings of the 2003 American Control Conference, 2003., 2003, pp. 1733-1739.
[6] Wang, P.K.C., Hadaegh, F.Y.“ Minimum-Fuel Formation Reconfiguration of Multiple Free-Flying Spacecraft”. J of
Astronaut Sci 47, 77–102 (1999).
[7] A. Essghaier, L.Beji, M.A. El Kamel, A. Abichou, J.Lerber., “Co-leaders and a flexible virtual structure based formation
motion control, ” International Journal of Vehicle Autonomous Systems (IJVAS), Vol. 9, No. 1/2, 2011.
[8] Y. Huang and Y. Jia, “Adaptive Finite-Time 6-DOF Tracking Control for Spacecraft Fly Around With Input Saturation
and State Constraints,” IEEE Trans. Aerospace and Electronic Systems, vol. 55, no. 6, pp. 3259-3272, Dec. 2019.
[9] R. W. Beard, J. Lawton and F. Y. Hadaegh, “A coordination architecture for spacecraft formation control,” IEEE Trans.
Control Systems Technology, vol. 9, no. 6, pp. 777-790, Nov. 2001.
[10] B.-S. Chen, C.-H. Chiang and S. K. Nguang, “Robust H∞ Synchronization Design of Nonlinear Coupled Network via
Fuzzy Interpolation Method,” IEEE Trans Circuit and System I, vol 58, no. 2, pp. 349-362, Feb. 2011.
[11] G. Pola, P. Pepe and M. D. D. Benedetto,“Decentralized Supervisory Control of Networks of Nonlinear Control Systems,”
IEEE Trans. Autom. Control, vol. 63, no. 9, pp. 2803-2817, Sep. 2018.
[12] A. Yang, W. Naeem, G. W. Irwin and K. Li, “Stability Analysis and Implementation of a Decentralized Formation Control
Strategy for Unmanned Vehicles,” IEEE Trans. on Control Systems Technology, vol. 22, no. 2, pp. 706-720, Mar. 2014.
[13] Y.-H. Chang, C.-W. Chang, C.-L. Chen and C.-W. Tao, “Fuzzy Sliding-Mode Formation Control for Multirobot Systems:
Design and Implementation,” IEEE Trans. on Syst., Man, and Cybern., B, Cybern., vol. 42, no. 2, pp. 444-457, Apr. 2012.
[14] M.-Y. Lee, B.-S. Chen, Y. Chang and C.-L. Hwang, “Stochastic Robust Team Formation Tracking Design of Multi-VTOLUAV
Networked Control System in Smart City Under Time-Varying Delay and Random Fluctuation, ” IEEE Access, vol.
8, pp. 131310-131326, 2020.
[15] X. Liu, S. S. Ge, C.-H. Goh and Y. Li, “Event-Triggered Coordination for Formation Tracking Control in Constrained
Space With Limited Communication,” IEEE Trans. Cybern., vol. 49, no. 3, pp. 1000-1011, Mar., 2019.
[16] X. Liu and K. D. Kumar, “Network-Based Tracking Control of Spacecraft Formation Flying with Communication Delays,”
IEEE Trans. Aerosp. Electron. Syst., vol. 48, no. 3, pp. 2302-2314, Jul., 2012.
[17] A. Shui, W. Chen, P. Zhang, S. Hu, and X. Huang, “Review of fault diagnosis in control systems,” Proc. Chin. Control
Decis. Conf., Guilin, China, 2009, pp. 5324–5329.
[18] S. Harshavarthini, R. Sakthivel, and C. K. Ahn, “Finite-time reliable attitude tracking control design for nonlinear quadrotor
model with actuator faults,” Nonlinear Dyn., vol. 96, no. 4, pp. 2681–2692, Jun. 2019.
[19] B.-S. Chen, M.-Y. Lee, T.-H. Lin and W. Zhang “Robust State/Fault Estimation and Fault-Tolerant Control in Discrete-Time
T–S Fuzzy Systems: An Embedded Smoothing Signal Model Approach, ” IEEE Trans. Cybernetics, vol. 52, no. 7, pp.
6886–6900, Jul. 2022.
[20] B.-S. Chen, M.-Y. Lee and X.-H. Chen, “Security-enhanced filter design for stochastic systems under malicious attack
via smoothed signal model and multiobjective estimation method,” IEEE Trans. Signal Process., vol. 68, pp. 4971–4986,
2020.
[21] M.-Y. Lee, B.-S. Chen, C.-Y. Tsai and C.-L. Hwang, “Stochastic H∞ Robust Decentralized Tracking Control of Large-Scale
Team Formation UAV Network System With Time-Varying Delay and Packet Dropout Under Interconnected Couplings
and Wiener Fluctuations,” IEEE Access, vol. 9, pp. 41976-41997, 2021.
[22] R. K. Saha, “Spectrum Sharing in Satellite-Mobile Multisystem Using 3D In-Building Small Cells for High Spectral and
Energy Efficiencies in 5G and Beyond Era,” IEEE Access, vol. 7, pp. 43846-43868, 2019.
[23] Z. Zhang, Y. Shi, Z. Zhang, H. Zhang and S. Bi, “Modified Order-Reduction Method for Distributed Control of Multi-
Spacecraft Networks With Time-Varying Delays,” IEEE Trans. on Control Netw. Syst., vol. 5, no. 1, pp. 79-92, March
2018.
[24] P. Razzaghi and N. Assadian, “Study of the triple-mass Tethered Satellite System under aerodynamic drag and J2
perturbations,” IEEE Access, vol. 7, pp. 43846-43868, 2019.
[25] R. Vijayan, M. Bilal and K. Schilling, “Nonlinear dynamic modeling of satellite relative motion with differential J2 and
drag,” IEEE Aerosp. Conf., pp. 1-8, Mar, 2020.
[26] B.-S. Chen, Y.-S. Ma and M.-Y. Lee “Stochastic Robust H∞ Decentralized Network Formation Tracking Control of
Large-Scale Team Satellites via Event-Triggered Mechanism,” IEEE Access, vol. 10, pp. 62011-62036, Jun. 2022.
[27] B.-S. Chen and H.-Y. Lin “Decentralized H∞ Observer-Based Attack-Tolerant Formation Tracking Network Control of
Large-Scale LEO Satellites via HJIE-Reinforced Deep Learning Approach,” IEEE Access, vol. 11, pp. 17165-17196, Feb.
2023.
[28] W. Chen, Q. Hu and L. Guo, “Relative position fixed-time tracking control of spacecraft,” Chinese Control Conf., Jul,
2017.
[29] C.-S. Wu, and B.-S. Chen, “Adaptive attitude control of spacecraft: A mixed H2 and H∞ approach,” AIAA. J. Guidance,
control and Dynamics, vol. 24, no. 4, pp. 755-766, 2001.
[30] C.-S. Tseng, B.-S. Chen and H.-J. Uang, “Fuzzy tracking control design for nonlinear dynamic systems via T-S fuzzy
model,”IEEE Trans. Fuzzy Systems, vol. 9, no. 3, pp. 381-392, Jun. 2001.
[31] C.-S. Tseng and B.-S. Chen, “H∞ decentralized fuzzy model reference tracking control design for nonlinear interconnected
systems,” IEEE Trans. Fuzzy Systems, vol. 9, no. 6, pp. 795-809, Dec. 2001.
[32] G. Fengi, “A Survey on Analysis and Design of Model-Based Fuzzy Control Systems,” IEEE Trans. on Fuzzy Systems,
vol. 14, no. 5, pp. 676-697, Oct. 2006.
[33] M.H. Amoozgar, A. Chamseddine, and Y. Zhang “Fault-tolerant fuzzy gain-scheduled PID for a Quadrotor helicopter tested
in the presence of actuator faults,” IFAC Proc. vol. 45, no. 3 pp. 282-287, 2012.
[34] F. Goodarzi, D. Lee, and T. Lee “Geometric nonlinear PID control of a quadrotor UAV on SE(3),” Proc. Eur. control conf.
Zurich, Switzerland, Jun. 2013, pp. 3845-3850.
[35] A. Alaimo, V., Milazzo, C.L.R. Milazzo, and A. Ricciardello “PID controller applied to hexacopter flight,” J. Intell. Robot.
Syst., vol 73, no. 1-4 pp. 261–270, Oct. 2013.
[36] B. Kada and Y. Ghazzawi “Robust PID controller design for an UAV flight control system,” Proc WCECS2011, San
Francisco, USA, vol. II 1-6. ISSN: 2078-0966 (Online): 2011.
[37] J. Moreno-Valenzuela, R. Perez-Alcocer, M. Guerrero-Medina and A. Dzul “Nonlinear PID-type controller for auadrotor
trajectory tracking,” IEEE/ASME Trans. Mechatronics, vol. 23, no. 5, pp. 2436-2447, Oct. 2018.
[38] T. Nishiyama, S. Suzuki, M. Sato and K. Masui “Simple Adaptive Control with PID for MIMO Fault Tolerant Flight
Control Design,” AIAA Infotech @ Aerospace, San Diego, USA, Jan. 2016.
[39] H. Gonzalez, C. Arizmendi, J. Garcia, A. Anguo and C. Herrera “Design and Experimental Validation of Adaptive Fuzzy
PID Controller for a Three Degrees of Freedom Helicopter” IEEE Int. Conf. Fuzzy Syst., Jul. 2018.
[40] B.-S. Chen, Y.-C. Liu, M.-Y. Lee and C.-L. Hwang “Decentralized H PID Team Formation Tracking Control of Large-Scale
Quadrotor UAVs Under External Disturbance and Vortex Coupling” IEEE Access, vol. 10, pp. 108169-108184., Oct. 2022.
[41] W.Zhang, L. Xie and B.-S. Chen “Stochastic H2/H∞ Control: A Nash Game Approach” CRC Press, Taylor and Francis
Group, Boca Raton, 2017.
[42] D. Wang, B. Wu, E. K. Poh. Satellite Formation Flying. Relative Dynamics, Formation Design, Fuel Optimal Maneuvers
and Formation Maintenance. Singapore: Springer, 2017.
[43] S. Bahrami and M. Namvar, “Rigid Body Attitude Control With Delayed Attitude Measurement,” IEEE Trans. Control
Systems Technology, vol. 23, no. 5, pp. 1961-1969, Sept. 2015.
[44] B.-S. Chen and T.-W. Hung “Integrating Local Motion Planning and Robust Decentralized Fault-Tolerant Tracking Control
for Search and Rescue Task of Hybrid UAVs and Biped Robots Team System” IEEE Access, vol. 11, pp. 45888-45909,
May 2023.
[45] R. S. Varga “Extrapolation methods: Theory and practice ” Numer. Algorithms, vol. 4, no. 2, p. 305, Jan. 1993.
[46] S. Boyd, L. E. Ghaoui, E. Feron, and V. Balakrishnan “Linear Matrix Inequalities in System and Control Theory ” Linear
Matrix Inequalities in System and Control Theory. Philadelphia, PA, USA: SIAM, 1994.
[47] J.G. VanAntwerp and R.D. Braatz “A tutorial on linear and bilinear matrix inequalities” J. Process Control, vol. 10, no.
4, pp. 363-385, 2000.
[48] G. Zong, H. Sun and S. K. Nguang “Decentralized Adaptive Neuro-Output Feedback Saturated Control for INS and Its
Application to AUV ” IEEE Trans. Neural Network and Learning Systems, vol. 32, no. 12, pp. 5492-5501, Dec. 2021.
[49] C.-L. Hwang, H. B. Abebe, B.-S. Chen and F. Wu “Fuzzy Adaptive Finite-Time Cooperative Control With Input Saturation
for Nonlinear Multiagent Systems and its Application ” IEEE Access, vol. 8, pp. 105507-105520, Aug. 2020.
[50] C.-L. Hwang and B.-S. Chen “Adaptive Finite-Time Saturated Tracking Control for a Class of Partially Known Robots ”
IEEE Trans. Systems, Man, and Cybernetics, vol. 51, no. 9, pp. 5674-5685, Sep. 2021.
[51] L. Yang and M. O. Hasna “Performance Analysis of Amplify-and-Forward Hybrid Satellite-Terrestrial Networks With
Cochannel Interference ” IEEE Trans. Commum., vol. 63, no. 12, pp. 5052-5061, Dec. 2015.
[52] Y. Ishijima, N. Inaba, A. Matsumoto, K. Terada, H. Yonechi, H. Ebisutani, S. Ukawa and T. Okamoto “Design and
development of the first Quasi-Zenith Satellite attitude and orbit control system ” IEEE Aero. Conf., pp. 1-8, Mar. 2009.
 
 
 
 
第一頁 上一頁 下一頁 最後一頁 top
* *