State-Aware Resource Allocation for Wireless Closed-Loop Control Based on Multi-Connectivity
Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
Contributors
Abstract
Control communications co-design enables robust and scalable wireless closed-loop control system design. We study the metric “control-communications availability” that allows consecutive errors until the control application is deemed dysfunctional. Multi-connectivity helps increasing the network availability, but there is a lack of dynamic and resource efficient link management. Thus, we propose the “state-aware resource allocation” scheme, whereby parallel links can be assigned adaptively to a given connection, depending on the number of previously, consecutively lost packets. We develop a Markov chain that captures the novel resource allocation approach suited for closed-loop wireless control applications. Our approach outperforms static dual connectivity by two orders of magnitude in terms of control-communications availability while reducing the amount of required resources to approximately half.
Details
| Original language | English |
|---|---|
| Title of host publication | GLOBECOM 2020 - 2020 IEEE Global Communications Conference |
| Publisher | Institute of Electrical and Electronics Engineers (IEEE) |
| Pages | 1-6 |
| Number of pages | 6 |
| ISBN (print) | 978-1-7281-8299-5 |
| Publication status | Published - 11 Dec 2020 |
| Peer-reviewed | Yes |
Conference
| Title | 2020 IEEE Global Communications Conference |
|---|---|
| Subtitle | Communications for Human and Machine Intelligence |
| Abbreviated title | GLOBECOM 2020 |
| Duration | 7 - 11 December 2020 |
| Website | |
| Location | Online |
| City | Taipei |
| Country | Taiwan, Province of China |
External IDs
| Scopus | 85100882571 |
|---|---|
| ORCID | /0000-0002-0738-556X/work/197320467 |
Keywords
Keywords
- Wireless communication, Packet loss, Markov processes, Dynamic scheduling, Control systems, Resource management, Global communication