Local Shape-Preserving Formation Maneuver Control of Multi-agent Systems: From 2D to 3D

Changhuang Wan, Gangshan Jing, R. Dai, R. Zhao
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Abstract

In this paper, we propose a formation maneuver control strategy to steer a triangulated formation from two dimensional (2D) space to three dimensional (3D) space, while maintaining the shape of each triangle during the transition. To describe the desired 3D formation shape, we adopt a weak rigidity function containing both distance and angle constraints, together with a sign function. The local shapes are preserved by restricting agents’ motions to the null-space of the distance rigidity function. Furthermore, we formulate this formation maneuver control as an optimal control problem to minimize the control efforts subject to system dynamics, local shape preserving constraints, initial and terminal boundary conditions, which can be solved via a nonlinear programming solver. In the end, two simulation examples are provided to show the effectiveness of our formation control strategy.
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多智能体系统局部保形编队机动控制:从2D到3D
在本文中,我们提出了一种编队机动控制策略,以引导一个三角形编队从二维空间进入三维空间,同时在过渡过程中保持每个三角形的形状。为了描述所需的三维地层形状,我们采用了包含距离和角度约束的弱刚性函数以及符号函数。通过将agent的运动限制在距离刚性函数的零空间来保持局部形状。在此基础上,将该编队机动控制问题表述为在系统动力学、局部保形约束、初始边界条件和终端边界条件下,使控制努力最小化的最优控制问题,该问题可通过非线性规划求解器求解。最后,通过两个仿真实例验证了编队控制策略的有效性。
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