LAUSR.org creates dashboard-style pages of related content for over 1.5 million academic articles. Sign Up to like articles & get recommendations!

Tuning Communication Latency for Distributed Model Predictive Control

Photo by charlesdeluvio from unsplash

Abstract This paper presents a distributed MPC scheme for the class of input-coupled linear systems implemented over wireless networks. The approach allows each agent to achieve reduced communication latency by… Click to show full abstract

Abstract This paper presents a distributed MPC scheme for the class of input-coupled linear systems implemented over wireless networks. The approach allows each agent to achieve reduced communication latency by sending less information to their neighbours. Uncertainties incurred by this delayed and incomplete information are handled by a constraint tightening procedure. Simulation examples demonstrate that for distributed systems with chain structure, our tightening method is invariant to the number of agents in the network. Moreover, we show that by a proper tuning of latency, an optimized control performance can be achieved.

Keywords: latency; latency distributed; control; tuning communication; communication latency

Journal Title: IFAC-PapersOnLine
Year Published: 2019

Link to full text (if available)


Share on Social Media:                               Sign Up to like & get
recommendations!

Related content

More Information              News              Social Media              Video              Recommended



                Click one of the above tabs to view related content.