Work

Formation Tracking of Nonlinear Multi-Agent Systems via Laplacian-Free Adaptive Edge-Based Control

Year: 2025

Type: article

Abstract: This paper investigates distributed time-varying formation tracking for nonlinear multi-agent systems subject to input delay, external disturbances, and stochastic noise. A novel edge-based adaptive control protocol is developed that eliminates the need for Laplacian eigenvalue information and relies only on local relative state measurements among neighbors. To handle nonlinearity, a Lipschitz-based analysis is employed, while a formation compensation function is introduced to regulate time-varying formation dynamics. Furthermore, an adaptive update law is designed to mitigate the effects of stochastic noise and delayed inputs. Using Lyapunov stability theory, it is proven that the proposed strategy guarantees uniformly ultimately bounded formation tracking errors. Numerical simulations in both leaderless and leader–follower scenarios demonstrate the robustness and effectiveness of the proposed approach.

Source: The International journal of networked and distributed computing

DOI: 10.1007/s44227-025-00075-y

Authors: Ammar Alsinai, N. Shehla, Azmat Ullah Khan Niazi, Aseel Smerat

Institutions: Onaizah Colleges, Ibb University, University of Lahore, Al-Ahliyya Amman University, Saveetha University

Language: English

Topic: Distributed Control Multi-Agent Systems

Subfield: Computer Networks and Communications

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold

Estimated APC paid: $1,390

OpenAlex ID: W4416575357