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.
引用
收藏
页码:1809 / 1823
页数:15
相关论文
共 50 条
  • [1] Emergent Behaviors of Cucker-Smale Flocks on Riemannian Manifolds
    Ha, Seung-Yeal
    Kim, Doheon
    Schloder, Franz Wilhelm
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 66 (07) : 3020 - 3035
  • [2] Rendezvous Control Design for the Generalized Cucker-Smale Model on Riemannian Manifolds
    Li, Xiaoyu
    Wu, Yuhu
    Zhu, Jiandong
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2023, 68 (06) : 3588 - 3595
  • [3] Emergent behaviors of the Cucker-Smale ensemble under attractive-repulsive couplings and Rayleigh frictions
    Fang, Di
    Ha, Seung-Yeal
    Jin, Shi
    MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2019, 29 (07) : 1349 - 1385
  • [4] LEADER-FOLLOWING RENDEZVOUS CONTROL FOR GENERALIZED CUCKER-SMALE MODEL ON RIEMANNIAN MANIFOLDS
    Li, Xiaoyu
    Wu, Yuhu
    Ru, Lining
    SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2024, 62 (01) : 724 - 751
  • [5] FLOCKING BEHAVIORS OF A CUCKER-SMALE ENSEMBLE IN A CYLINDRICAL DOMAIN
    Bae, Hyeong-Ohk
    Ha, Seung-Yeal
    Kim, Jeongho
    Ko, Dongnam
    Sohn, Sung-Ik
    SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 2019, 51 (03) : 2390 - 2424
  • [6] THE MEAN-FIELD LIMIT OF THE CUCKER-SMALE MODEL ON COMPLETE RIEMANNIAN MANIFOLDS
    Ahn, Hyunjin
    HA, Seung-yeal
    Kim, Doheon
    Schl, Franz wilhelm
    Shim, Woojoo
    QUARTERLY OF APPLIED MATHEMATICS, 2022, 80 (03) : 403 - 450
  • [7] FLOCKING AND PATTERN MOTION IN A MODIFIED CUCKER-SMALE MODEL
    Li, Xiang
    Liu, Yicheng
    Wu, Jun
    BULLETIN OF THE KOREAN MATHEMATICAL SOCIETY, 2016, 53 (05) : 1327 - 1339
  • [8] Flocking of the Cucker-Smale Model on General Digraphs
    Dong, Jiu-Gang
    Qiu, Li
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 62 (10) : 5234 - 5239
  • [9] CONTROL TO FLOCKING OF THE KINETIC CUCKER-SMALE MODEL
    Piccoli, Benedetto
    Rossi, Francesco
    Trelat, Emmanuel
    SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 2015, 47 (06) : 4685 - 4719
  • [10] EMERGENT DYNAMICS OF A THERMODYNAMIC CUCKER-SMALE ENSEMBLE ON COMPLETE RIEMANNIAN MANIFOLDS
    Ahn, Hyunjin
    Ha, Seung-Yeal
    Shim, Woojoo
    KINETIC AND RELATED MODELS, 2021, 14 (02) : 323 - 351