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Flocking Behaviors of a Modified Cucker-Smale Model on Riemannian Manifolds With Attractive-Repulsive Force
被引:0
|作者:
Su, Housheng
[1
]
Yu, Yan
[1
]
Zheng, Wei Xing
[2
]
机构:
[1] Huazhong Univ Sci & Technol, Sch Artificial Intelligence & Automat, Key Lab Image Proc & Intelligent Control Educ, Minist China, Wuhan, Peoples R China
[2] Western Sydney Univ, Sch Comp Data & Math Sci, Sydney, NSW 2751, Australia
基金:
中国国家自然科学基金;
关键词:
Manifolds;
Vectors;
Force;
Collision avoidance;
Attitude control;
Aerospace electronics;
Tensors;
Aggregation;
collision avoidance;
Cucker-Smale model;
flocking;
Riemannian manifold;
velocity alignment;
EMERGENT BEHAVIORS;
MULTIAGENT SYSTEMS;
CONSENSUS;
DYNAMICS;
D O I:
10.1109/TAC.2024.3466870
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
This article proposes a modified Cucker-Smale model in view of a double-integrator multiagent dynamic system on complete Riemannian manifolds with an attractive-repulsive force. Then, its flocking behaviors, such as collision avoidance, velocity alignment, and aggregation, are researched. On the basis of covariant derivative and parallel transport, the original Cucker-Smale model on complete Riemannian manifolds can reach velocity alignment. By using the logarithm map on Riemannian manifolds, an attractive-repulsive force is added, which enables all agents to achieve collision avoidance and aggregation on Riemannian manifolds. The proposed model is consistent with the related model on the Euclidean space. Moreover, five specific complete Riemannian manifolds are taken into consideration: the unit sphere, the hyperboloid, the infinite cylinder, the unit circle, and the special orthogonal group. After giving the corresponding covariant derivatives, parallel transports, and logarithm maps, the explicit forms of the proposed model on those manifolds are shown. In the meantime, simulations are provided to verify the theoretical conclusions for all the aforementioned manifolds.
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页码:1809 / 1823
页数:15
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