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基于改进直接模糊自适应反馈控制的多移动机器人编队算法 被引量:2
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作者 李海婷 张鹏超 +2 位作者 任肖辉 罗朝阳 呙生富 《制造业自动化》 CSCD 北大核心 2021年第3期4-8,13,共6页
针对多移动机器人控制系统适应性差、控制精度低的问题,提出一种改进直接模糊自适应反馈控制方法。利用模糊数学理论分别对机器人的理想输入状态量进行逼近,通过模糊逻辑推理得到输出反馈量并实时调整状态量,应用Lyapunov理论保证系统... 针对多移动机器人控制系统适应性差、控制精度低的问题,提出一种改进直接模糊自适应反馈控制方法。利用模糊数学理论分别对机器人的理想输入状态量进行逼近,通过模糊逻辑推理得到输出反馈量并实时调整状态量,应用Lyapunov理论保证系统误差的收敛性和系统的稳定性,最后在Matla b中对所设计的WMR动力学和运动学相结合的控制系统进行仿真实验验证。结果表明在所设计的模糊控制器的作用下,实现了多个机器人的编队,并提高了运动系统的控制精度和响应速度。 展开更多
关键词 多移动机器人 编队控制直接模糊自适应算法
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基于IAPF算法的无人艇动态编队自主路径规划 被引量:2
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作者 刘梦佳 冯辉 徐海祥 《武汉理工大学学报(交通科学与工程版)》 2019年第4期735-740,共6页
针对无人艇编队进行自主避障过程中的队形控制问题,提出虚拟跟随艇的Leader-Follower编队控制法.通过设置自适应编队控制策略,实现根据可航水域的宽度自适应队形控制和调整跟随角.引入无人艇的速度和加速度参量,对传统人工势场算法进行... 针对无人艇编队进行自主避障过程中的队形控制问题,提出虚拟跟随艇的Leader-Follower编队控制法.通过设置自适应编队控制策略,实现根据可航水域的宽度自适应队形控制和调整跟随角.引入无人艇的速度和加速度参量,对传统人工势场算法进行改进,以适应无人艇的动态运动.在仿真图像的基础上,采用改进的人工势场法(IAPF)进行静态障碍环境中的无人艇编队路径规划,仿真结果验证了自适应编队控制策略的有效性,实现了对障碍物的有效避碰,达到动态编队目的. 展开更多
关键词 无人艇编队 人工势场法 自适应编队控制 路径规划 领航者-跟随者法
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Adaptive distributed formation maintenance for multiple UAVs:Exploiting proximity behavior observations 被引量:4
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作者 LIU Wei-heng ZHENG Xin DENG Zhi-hong 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第3期784-795,共12页
The formation maintenance of multiple unmanned aerial vehicles(UAVs)based on proximity behavior is explored in this study.Individual decision-making is conducted according to the expected UAV formation structure and t... The formation maintenance of multiple unmanned aerial vehicles(UAVs)based on proximity behavior is explored in this study.Individual decision-making is conducted according to the expected UAV formation structure and the position,velocity,and attitude information of other UAVs in the azimuth area.This resolves problems wherein nodes are necessarily strongly connected and communication is strictly consistent under the traditional distributed formation control method.An adaptive distributed formation flight strategy is established for multiple UAVs by exploiting proximity behavior observations,which remedies the poor flexibility in distributed formation.This technique ensures consistent position and attitude among UAVs.In the proposed method,the azimuth area relative to the UAV itself is established to capture the state information of proximal UAVs.The dependency degree factor is introduced to state update equation based on proximity behavior.Finally,the formation position,speed,and attitude errors are used to form an adaptive dynamic adjustment strategy.Simulations are conducted to demonstrate the effectiveness and robustness of the theoretical results,thus validating the effectiveness of the proposed method. 展开更多
关键词 unmanned aerial vehicle formation maintenance proximity behavior adaptive distributed control formation flight control
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L_1 adaptive controller design for hypersonic formation flight 被引量:5
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作者 CHEN Qi WAN Jing AI JianLiang 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2016年第10期1597-1608,共12页
The design of an L_1 adaptive controller for hypersonic formation flight is presented. The traditional leader/wingman formation control problem is considered, with focused attention on dealing with the input disturban... The design of an L_1 adaptive controller for hypersonic formation flight is presented. The traditional leader/wingman formation control problem is considered, with focused attention on dealing with the input disturbance and parametric variations, both of which are intrinsic properties of the system that result in undesired control performance. A proportional-derivative control scheme based on nonlinear dynamic inversion is implemented as the baseline controller, and an L_1 adaptive controller is augmented to the baseline controller to attenuate the effects of input disturbance and parametric variations. Simulation results illustrate the effectiveness of the proposed control scheme. 展开更多
关键词 hypersonic flight control nonlinear dynamic inversion L1 adaptive control input disturbance parametric variation
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