Missile IGC Based on Improved Model Predictive Control and Sliding Mode Observer
Considering recurrent optimization process in model predictive control (MPC), the model uncertainties and disturbances terms in the missile’s guidance and control model can degrade recursive feasibility, and there are control mutation problems in common MPC algorithm. This paper presents a disturban...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-01-01
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| Series: | International Journal of Aerospace Engineering |
| Online Access: | http://dx.doi.org/10.1155/2021/9680346 |
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| _version_ | 1850221500653633536 |
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| author | Li Ma Jiayuan Shan Junhui Liu Yan Ding |
| author_facet | Li Ma Jiayuan Shan Junhui Liu Yan Ding |
| author_sort | Li Ma |
| collection | DOAJ |
| description | Considering recurrent optimization process in model predictive control (MPC), the model uncertainties and disturbances terms in the missile’s guidance and control model can degrade recursive feasibility, and there are control mutation problems in common MPC algorithm. This paper presents a disturbance rejection model predictive control algorithm for missile integrated guidance and control (IGC). Firstly, a sliding mode observer (SMDO) is designed to estimate the unknown disturbances caused by target maneuvering. Secondly, the method of optimizing control increment is adopted in MPC to avoid the phenomenon of control mutation in the model calculation. By limiting the control increment in each cycle, it ensures the continuity of the control input. Thirdly, by combining the SMDO and MPC, an IGC algorithm is presented, and the stability of the algorithm is proved by using Lyapunov stability theory. Finally, the simulation results with different impact angles verify the effectiveness of the proposed algorithm for intercepting maneuver target. |
| format | Article |
| id | doaj-art-68812ed41ccf43afb545e844271b0c71 |
| institution | OA Journals |
| issn | 1687-5974 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Aerospace Engineering |
| spelling | doaj-art-68812ed41ccf43afb545e844271b0c712025-08-20T02:06:43ZengWileyInternational Journal of Aerospace Engineering1687-59742021-01-01202110.1155/2021/9680346Missile IGC Based on Improved Model Predictive Control and Sliding Mode ObserverLi Ma0Jiayuan Shan1Junhui Liu2Yan Ding3School of Aerospace EngineeringSchool of Aerospace EngineeringSchool of Aerospace EngineeringSchool of Aerospace EngineeringConsidering recurrent optimization process in model predictive control (MPC), the model uncertainties and disturbances terms in the missile’s guidance and control model can degrade recursive feasibility, and there are control mutation problems in common MPC algorithm. This paper presents a disturbance rejection model predictive control algorithm for missile integrated guidance and control (IGC). Firstly, a sliding mode observer (SMDO) is designed to estimate the unknown disturbances caused by target maneuvering. Secondly, the method of optimizing control increment is adopted in MPC to avoid the phenomenon of control mutation in the model calculation. By limiting the control increment in each cycle, it ensures the continuity of the control input. Thirdly, by combining the SMDO and MPC, an IGC algorithm is presented, and the stability of the algorithm is proved by using Lyapunov stability theory. Finally, the simulation results with different impact angles verify the effectiveness of the proposed algorithm for intercepting maneuver target.http://dx.doi.org/10.1155/2021/9680346 |
| spellingShingle | Li Ma Jiayuan Shan Junhui Liu Yan Ding Missile IGC Based on Improved Model Predictive Control and Sliding Mode Observer International Journal of Aerospace Engineering |
| title | Missile IGC Based on Improved Model Predictive Control and Sliding Mode Observer |
| title_full | Missile IGC Based on Improved Model Predictive Control and Sliding Mode Observer |
| title_fullStr | Missile IGC Based on Improved Model Predictive Control and Sliding Mode Observer |
| title_full_unstemmed | Missile IGC Based on Improved Model Predictive Control and Sliding Mode Observer |
| title_short | Missile IGC Based on Improved Model Predictive Control and Sliding Mode Observer |
| title_sort | missile igc based on improved model predictive control and sliding mode observer |
| url | http://dx.doi.org/10.1155/2021/9680346 |
| work_keys_str_mv | AT lima missileigcbasedonimprovedmodelpredictivecontrolandslidingmodeobserver AT jiayuanshan missileigcbasedonimprovedmodelpredictivecontrolandslidingmodeobserver AT junhuiliu missileigcbasedonimprovedmodelpredictivecontrolandslidingmodeobserver AT yanding missileigcbasedonimprovedmodelpredictivecontrolandslidingmodeobserver |