Loading...
Please wait, while we are loading the content...
A probabilistic robust mixed H2/H∞ fuzzy control method for hypersonic vehicles based on reliability theory
| Content Provider | SAGE Publishing |
|---|---|
| Author | Yin, Xiaomeng Li, Xinming Liu, Lei Wang, Yongji Wei, Xing |
| Copyright Year | 2018 |
| Abstract | Achieving balance between robustness and performance is always a challenge in the hypersonic vehicle flight control design. In this research, we focus on dealing with uncertainties of the fuzzy control system from the viewpoint of reliability. A probabilistic robust mixed H2/H∞ fuzzy control method for hypersonic vehicles is presented by describing the uncertain parameters as random variables. First, a Takagi–Sugeno fuzzy model is employed for the hypersonic vehicle nonlinear dynamics characteristics. Next, a robust fuzzy controller is developed by solving a reliability-based multi-objective linear matrix inequality optimization problem, in which the H2/H∞ performance is optimized under the condition that the system is robustly reliable to uncertainties. By this method, the system performance and reliability can be taken into account simultaneously, which reduces the conservatism in the robust fuzzy control design. Finally, simulation results of a hypersonic vehicle demonstrate the feasibility and effectiveness of the presented method. |
| Related Links | https://journals.sagepub.com/doi/pdf/10.1177/1729881417754153?download=true |
| ISSN | 17298806 |
| Issue Number | 1 |
| Volume Number | 15 |
| Journal | International Journal of Advanced Robotic Systems (ARX) |
| e-ISSN | 17298814 |
| DOI | 10.1177/1729881417754153 |
| Language | English |
| Publisher | Sage Publications UK |
| Publisher Date | 2018-01-22 |
| Publisher Place | London |
| Access Restriction | Open |
| Rights Holder | © The Author(s) 2018 |
| Subject Keyword | reliability method Hypersonic vehicle mixed H2/H∞ control robust control fuzzy control |
| Content Type | Text |
| Resource Type | Article |
| Subject | Artificial Intelligence Computer Science Applications Software |
