方向性を考慮した有界信頼Cucker-Smale群れ形成モデル
Directional Bounded-Confidence Cucker-Smale Flocking
Cucker-Smale群れモデルに方向別の有界信頼を導入し、視線方向の動径・接線成分を独立にゲート化することで、従来の等方的なモデルでは分極してしまう状況でも全体の速度一致を回復できることを示した。
著者: Hossein B. Jond
分類: cs.RO
原文アブストラクト
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 that strictly generalizes classical scalar CS alignment. We establish an exact energy-dissipation identity with conserved mean velocity and prove exponential velocity consensus under a sliding-window persistent excitation (PE) condition formulated directly on the disagreement subspace. Furthermore, we derive a CS bounded-diameter criterion separating metric decay from aggregate directional coercivity, along with a cluster 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.