Distributed averaging and balancing in network systems

Christoforos N. Hadjicostis, Alejandro D. Domínguez-García, Themistoklis Charalambous

Research output: Book/ReportBookScientificpeer-review

2 Citations (Scopus)

Abstract

Rapid developments in digital system and networking technologies have led to the emergence of complex systems that are de facto managed and controlled over cyber infrastructures, such as wireless and wired broadband networks. The emergence of this type of network systems, which range from smart grids and traffic networks of various sorts, to embedded electronic devices and robotic networks, has sparked huge interest in distributed control problems. This is due to the need to properly coordinate the information exchange between sensors, actuators, and controllers in order to enforce a desirable behavior, without relying on a centralized decision maker. In this monograph, we present some recent progress in this area by focusing on the key operations of distributed average consensus and weight/flow balancing under a variety of communication topologies and adversarial network conditions, e.g., delays, and packet drops. These operations are key in control, coordination, and optimization tasks in many emerging applications; two of these, which we discuss in detail, are the coordination of distributed energy resources, and the computation of PageRank values.

Original languageEnglish
PublisherNow Publishers Inc
Number of pages194
Volume5
Edition2-3
ISBN (Electronic)978-1-68083-439-0
ISBN (Print)978-1-68083-438-3
DOIs
Publication statusPublished - 1 Jan 2018
MoE publication typeC1 Separate scientific books

Publication series

NameFoundations and Trends in Systems and Control
ISSN (Print)2325-6818
ISSN (Electronic)2325-6826

Keywords

  • control of multi-agent systems
  • control of network systems

Fingerprint Dive into the research topics of 'Distributed averaging and balancing in network systems'. Together they form a unique fingerprint.

  • Cite this

    Hadjicostis, C. N., Domínguez-García, A. D., & Charalambous, T. (2018). Distributed averaging and balancing in network systems. (2-3 ed.) (Foundations and Trends in Systems and Control). Now Publishers Inc. https://doi.org/10.1561/2600000016