Quadrotor type helicopters continue to grow in popularity for academic research and unmanned aerial vehicle applications. However, the model uncertainties caused by battery voltage drop, payload variation and flight condition change, have rarely been considered in control design. This work proposes a quantitative feedback theory based robust design approach to deal with these uncertainties. By analyzing the rigid body dynamics and aerodynamic forces/moments under different voltages, payloads and flight conditions, we model quadrotor dynamics as a set of linear models with parameter uncertainties, which represent a larger flight envelop than models linearized from hover condition. These model uncertainties, as well as the robust stability requirements and performance specifications of flight control system are then used for designing and tuning the controllers, to perform tradeoff between controller complexity, robust requirements, and performance specifications. We also implemented a prototype system, and conducted a serial of experiments in realtime outdoor flights to evaluate its performance. The results show good, robust, and reliable performances of the designed system in autonomous hovering, takeoff, waypoint navigation and landing flights. NOMENCLATURE INTRODUCTIONQuadrotor has become a popular unmanned aerial vehicle (UAV) platform. Compared to conventional helicopter which has the same capabilities of vertical takeoff and landing (VTOL), hovering, and low speed flying, quadrotor has three main advantages. First, quadrotor is lifted and propelled by four sensorless brushless direct current (SLBLDC) motor driven rotors, eliminating complex mechanical structure such as swashplates and linkages, thus is inherently more reliable and maintainable. Second, for given load capacity, the individual rotor of quadrotor is smaller than the main rotor of helicopter, leading to smaller damage when crashing and safer operation when flying over densely populated areas. Third, due to smaller rotors and symmetrical structure, the vibration of quadrotor is much smaller than that of helicopter. These advantages make quadrotor widely used in applications such as aerial photography, surveillance, patrolling, search and rescue, law enforcement, aerial mapping, and so on. In most of these applications, the automatic flying ability of quadrotor is demanded. However, the open-loop unstable nonlinear dynamics and limited payload of quadrotor bring both theoretical and technical challenges to control system design. Although significant progresses have been made on the control of quadrotor, most works rarely concern about the model uncertainties in practical implementation. These model uncertainties are mainly due to three factors: 1) Battery voltage drop. As will be illustrated in Section 3.2.4, the dynamics of rotors change distinctly with battery voltage. 2) Payload variation. The moments of inertia and mass of quadrotor may change with payload, bringing variation of model parameters. 3) Flight condition change. For model...
We study the filter design problem for Takagi-Sugeno fuzzy systems which are subject to norm-bounded uncertainties in each subsystem. As we know that the Takagi-Sugeno fuzzy linear systems can be used to represent smooth nonlinear systems, the studied plants can also be uncertain complex systems. We suppose to design a filter with the order of the original system which is also dependent on the normalized fuzzy-weighting function; that is, the filter is also a Takagi-Sugeno fuzzy filter. With the augmentation technique, an uncertain filtering error system can be obtained and the system matrices in the filtering error system are reorganized into two categories (without uncertainties and with uncertainties). For the filtering error system, we have two objectives. (1) The first one is that the filtering error system should be robust stable; that is, the filtering error system is stable though there are uncertainties in the original system. (2) The second one is that the robust energy-to-peak performance should be guaranteed. With the well-known Finsler’s lemma, we provide the conditions for the robust energy-to-peak performance of the filtering error system in which three slack matrices are introduced. Finally, a numerical example is used to show the effectiveness of the proposed design methodology.
In this paper, a new approach is proposed to evaluate a set of plant decompositions in an operating space. This space corresponds to the variation of the operating point caused by disturbances. The proposed method enables the determination of the best local plant decompositions based on a specific performance criterion. Once the best local plant decompositions are obtained, local decentralized controllers can be designed.
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