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Cooperative task assignment of multiple heterogeneous unmanned aerial vehicles using a modified genetic algorithm with multi-type genes 总被引:2,自引:1,他引:1
The task assignment problem of multiple heterogeneous unmanned aerial vehicles (UAVs), concerned with cooperative decision making and control, is studied in this paper. The heterogeneous vehicles have different operational capabilities and kinematic constraints, and carry limited resources (e.g., weapons) onboard. They are designated to perform multiple consecutive tasks cooperatively on multiple ground targets. The problem becomes much more complicated because of these terms of heterogeneity. In order to tackle the challenge, we modify the former genetic algorithm with multi-type genes to stochastically search a best solution. Genes of chromo- somes are different, and they are assorted into several types according to the tasks that must be performed on targets. Different types of genes are processed specifically in the improved genetic operators including initialization, crossover, and mutation. We also present a mirror representation of vehicles to deal with the limited resource constraint. Feasible chromosomes that vehicles could perform tasks using their limited resources under the assignment are created and evolved by genetic operators. The effect of the proposed algorithm is demonstrated in numerical simulations. The results show that it effectively provides good feasible solutions and finds an optimal one. 相似文献
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Reentry trajectory optimization for hypersonic vehicle satisfying complex constraints 总被引:7,自引:4,他引:3
The reentry trajectory optimization for hypersonic vehicle(HV)is a current problem of great interest.Some complex constraints,such as waypoints for reconnaissance and no-fly zones for threat avoidance,are inevitably involved in a global strike mission.Of the many direct methods,Gauss pseudospectral method(GPM)has been demonstrated as an effective tool to solve the trajectory optimization problem with typical constraints.However,a series of diffculties arises for complex constraints,such as the uncertainty of passage time for waypoints and the inaccuracy of approximate trajectory near no-fly zones.The research herein proposes a multi-phase technique based on the GPM to generate an optimal reentry trajectory for HV satisfying waypoint and nofly zone constraints.Three kinds of specifc breaks are introduced to divide the full trajectory into multiple phases.The continuity conditions are presented to ensure a smooth connection between each pair of phases.Numerical examples for reentry trajectory optimization in free-space flight and with complex constraints are used to demonstrate the proposed technique.Simulation results show the feasible application of multi-phase technique in reentry trajectory optimization with waypoint and no-fly zone constraints. 相似文献
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无人机近距编队飞行建模与仿真 总被引:1,自引:0,他引:1
无人机编队飞行有着单架无人机无法比拟的优点,但属于较新的研究领域。从无人机未来发展需求出发,根据近距编队的特点,提出了一种近距编队控制方法,并以双机近距编队为基础对控制律设计和算法实现进行了研究。通过建立僚机旋转参考系下的双机编队相对运动模型,同时考虑长机翼尖涡对僚机产生的气动耦合效应,基于PI控制设计了一种无人机近距编队飞行控制器,通过仿真验证和比较分析,证明僚机可以很好地跟随长机的机动保持编队构型,验证了提出的编队飞行控制方法的可行性和有效性。 相似文献
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一种改进的无人直升机离合器接合控制方法 总被引:1,自引:1,他引:0
针对原控制方法的不足,探讨一种提高离合器接合品质的方式.基于某型无人直升机离合器的动力学特性研究,通过分析离合器接合过程对传动系统冲击及传动带寿命的影响,确定了离合器的控制要求.选取离合器主动轮与从动轮的转速作为基本输入参数,确定理想的转速曲线.接合过程的3个阶段依次采用开环控制、闭环控制、开环控制,其中闭环控制采用PID(比例-积分-微分)控制与模糊控制相结合的控制方法,以实现离合器的平稳、快速接合.分别进行原控制方法和改进控制方法的无人直升机离合器接合试验.结果显示:相比于原控制方法,改进控制方法的接合时间缩短了约1/3,最大冲击度减少了2/3以上,滑摩功减少了1/2以上.试验结果表明:采用改进的控制方法可改善离合器的接合品质. 相似文献
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