Discrete-Time Matrix-Weighted Consensus

نویسندگان

چکیده

This article investigates discrete-time matrix-weighted consensus of multi-agent networks over undirected and connected graphs. We first present protocols for the agents in common symmetric matrix weights with possibly different update rates switching network topologies. A special type non-symmetric matrix-weights that can render several control scenarios such as ones scaled/rotated updates affine motion constraints is also considered. employ Lyapunov stability theory systems occasionally utilize Lipschitz continuity gradient function to show convergence a system. Finally, simulation results are provided illustrate theoretical results.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Discrete-time dynamic average consensus

Wepropose a class of discrete-time dynamic average consensus algorithms that allow a group of agents to track the average of their reference inputs. The convergence results rely on the input-to-output stability properties of static average consensus algorithms and require that the union of communication graphs over a bounded period of time be strongly connected. The only requirement on the set ...

متن کامل

Continuous-time consensus with discrete-time communications

This paper addresses the problem of reaching consensus among a group of agents that evolve in continuous-time and exchange information at discretetime instants, referred to as update times. Each agent has its own sequence of update times and therefore the agents are not required to keep synchronized clocks among them. At each update time, an agent receives from a subset of the other agents thei...

متن کامل

Consensus in discrete-time nonlinearly coupled networks

We consider consensus algorithms for multi-agent networks with discrete-time linear identical MIMO agents. The agents may be of arbitrary order, the interaction topology may be time-varying and the couplings may be nonlinear and uncertain, however assumed to satisfy a slope restriction or, more generally, quadratic constraint. Using the discrete-time version of the KYP Lemma (referred to as the...

متن کامل

LDI matrix for discrete-time filter design

The LDI matrix is introduced in its full and shortened forms. As an analogy of the Pascal matrix for the bilinear transform, the LDI matrix serves to transform the coefficients of the transfer functions of continuousand discrete-time linear circuits which are connected by the LDI (Lossless Discrete Integration) transform. The basic properties of the LDI matrix are presented and a procedure of i...

متن کامل

Weighted Consensus Clustering

Consensus clustering has emerged as an important extension of the classical clustering problem. We propose weighted consensus clustering, where each input clustering is weighted and the weights are determined in such a way that the final consensus clustering provides a better quality solution, in which clusters are better separated comparing to standard consensus clustering. Theoretically, we s...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Transactions on Control of Network Systems

سال: 2021

ISSN: ['2325-5870', '2372-2533']

DOI: https://doi.org/10.1109/tcns.2021.3068367