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A Distributed Iterative LQR Approach for a Cart-Pole Network Synchronization | IEEE Conference Publication | IEEE Xplore

A Distributed Iterative LQR Approach for a Cart-Pole Network Synchronization


Abstract:

In this work, we propose a control strategy based on an iterative Linear Quadratic Regulator (iLQR) to solve a synchronization problem for interconnected systems in a dis...Show More

Abstract:

In this work, we propose a control strategy based on an iterative Linear Quadratic Regulator (iLQR) to solve a synchronization problem for interconnected systems in a distributed leader-follower context. This method is applied in a network of cart-pole agents where each of them is a nonlinear system with 4-dimension states and one input, used in mechanical systems. The proposed method solves an iLQR using its data and information from the neighborhood. A direct graph model for the communication network is worked to validate the proposed strategy. Finally, we tested the methodology in a numerical example with a homogeneous network where each agent reaches a synchronization.
Date of Conference: 19-22 October 2021
Date Added to IEEE Xplore: 13 December 2021
ISBN Information:
Conference Location: Ibague, Colombia

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