all AI news
Resource Optimization for Tail-Based Control in Wireless Networked Control Systems
June 21, 2024, 4:49 a.m. | Rasika Vijithasena, Rafaela Scaciota, Mehdi Bennis, Sumudu Samarakoon
cs.LG updates on arXiv.org arxiv.org
Abstract: Achieving control stability is one of the key design challenges of scalable Wireless Networked Control Systems (WNCS) under limited communication and computing resources. This paper explores the use of an alternative control concept defined as tail-based control, which extends the classical Linear Quadratic Regulator (LQR) cost function for multiple dynamic control systems over a shared wireless network. We cast the control of multiple control systems as a network-wide optimization problem and decouple it in terms …
abstract alternative arxiv challenges communication computing computing resources concept control control systems cs.lg cs.sy design eess.sy key linear optimization paper regulator resource optimization resources scalable stability systems the key type wireless
More from arxiv.org / cs.LG updates on arXiv.org
Jobs in AI, ML, Big Data
AI Focused Biochemistry Postdoctoral Fellow
@ Lawrence Berkeley National Lab | Berkeley, CA
Senior Data Engineer
@ Displate | Warsaw
Solutions Architect
@ PwC | Bucharest - 1A Poligrafiei Boulevard
Research Fellow (Social and Cognition Factors, CLIC)
@ Nanyang Technological University | NTU Main Campus, Singapore
Research Aide - Research Aide I - Department of Psychology
@ Cornell University | Ithaca (Main Campus)
Technical Architect - SMB/Desk
@ Salesforce | Ireland - Dublin