Directional Bounded-Confidence Cucker-Smale Flocking
Directional Bounded-Confidence Cucker-Smale Flocking
This research introduces a directional bounded-confidence extension of the Cucker-Smale (CS) flocking model. The approach decomposes pairwise relative velocities into radial and tangential channels within an instantaneous line-of-sight frame, utilizing compactly supported kernels to create state-dependent interactions. The authors establish an exact energy-dissipation identity with conserved mean velocity and prove exponential velocity consensus under a sliding-window persistent excitation condition. Additionally, a CS bounded-diameter criterion is derived to separate metric decay from aggregate directional coercivity. Simulations validate the dissipation balance and demonstrate that the proposed directional gating restores global alignment in scenarios where traditional isotropic confidence laws fail.
The paper presents a theoretical extension of the Cucker-Smale flocking model with mathematical proofs for energy dissipation and consensus under specific excitation conditions, validated via simulations rather than physical deployment.
Source: arXiv Robotics — research abstracts · Read original article ↗
Loading article text…
What the source reports
Publisher-reported claims, with original evidence. These results have not been independently verified by RoboSignal.
- Environment
- SimulationOpen source S4
- paper: Reported pending Open source S2
Source excerpts and review record
Automatically extracted; no manual editorial approval recorded.
ter convergence guarantee. Simulations validate the exact dissipation balance and demonstrate that directional gating successfully restores global alignment in scenarios where traditional isotropic tied-confidence laws remain polarized.
Open source S4
arXiv:2611.02173v1 Announce Type: new Abstract: This paper introduces a directional bounded-confidence extension of the Cucker--Smale (CS) flocking model that decomposes pairwise relative velocities into independent radial and tangential channels within the instantaneous line-of-sight frame. Gating these components via compactly supported kernels creates a time-varying, state-dependent, matrix-weighted interaction th
Open source S2
Source:arXiv Robotics — research abstracts · arxiv.org