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AdaptiveHART: An Adaptive Real-Time MAC Protocol for Industrial Internet-of-Things

Title
AdaptiveHART: An Adaptive Real-Time MAC Protocol for Industrial Internet-of-Things
Author(s)
Moon, SihoonPark, Hyung-SeoChwa, Hoon SungPark, Kyung-Joon
Issued Date
2022-09
Citation
IEEE Systems Journal, v.16, no.3, pp.4849 - 4860
Type
Article
Author Keywords
Industrial Internet of Things (IIoT)real-time adaptabilitystochastic response time analysis (SRTA)wireless sensor-actuator networksDelaysRoutingReliabilityReal-time systemsSchedulesTime division multiple accessSpread spectrum communicationDynamic environments
Keywords
SCHEDULABILITY ANALYSISNETWORKPERFORMANCE
ISSN
1932-8184
Abstract
Wireless sensor-actuator networks (WSAN) for real-time reliable communications are being embraced in the Industrial Internet of Things. One key property required for WSAN is adaptability with respect to dynamic environments. Most existing studies assume that a network manager computes global schedules and disseminates schedule information to every node whenever the network parameters need to be updated. Such a centralized approach may degrade control performance due to nonreal-time response to dynamic environments. In this article, we introduce a novel time division multiple access MAC protocol, AdaptiveHART, which updates the network parameters in real-time without the dissemination intervals. AdaptiveHART achieves a reduction in adaptation latency up to 74%, maximum schedulable ratio, and control performance up to 75% than the conventional WirelessHART. We assess our protocol using a stochastic response time analysis, which provides an accurate end-to-end delay distribution and a schedulability condition that can guarantee real-time performance in WSAN.
URI
http://hdl.handle.net/20.500.11750/17011
DOI
10.1109/JSYST.2022.3171962
Publisher
Institute of Electrical and Electronics Engineers
Related Researcher
  • 좌훈승 Chwa, Hoon Sung
  • Research Interests Real-Time Systems; Real-Time AI Services; Cyber-Physical Systems; Mobile Systems
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Appears in Collections:
Department of Electrical Engineering and Computer Science Real-Time Computing Lab 1. Journal Articles
Department of Electrical Engineering and Computer Science CSI(Cyber-Physical Systems Integration) Lab 1. Journal Articles

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