STREAM-E: A Streamlined Resource Allocation in Multichannel MAC for DSME With Energy-Aware Extension for Constrained-IIoT

The industrial Internet of things (IIoT) relies heavily on real-time, energy-efficient, and reliable wireless communication. Although the IEEE 802.15.4-based medium access control (MAC) protocols, such as deterministic synchronous multichannel extension (DSME) enhances multichannel access for constrained IIoT environments, it lacks robust resource allocation mechanisms for guaranteed time slot (GTS) scheduling and adaptive channel assignment under quality of service (QoS) constraints. To address these limitations, we propose STREAM-E, a QoS- and energy-aware MAC protocol that enhances the performance of DSME MAC in dynamic industrial settings. STREAM-E integrates QoS-aware GTS scheduling based on traffic class and buffer occupancy, exponentially weighted moving average (EWMA)-based dynamic channel selection to reduce interference, and (iii) a genetic algorithm (GA)-based energy-aware mechanism to extend network lifetime during emergencies. We assessed STREAM-E through performance evaluation in a cluster-tree network and detailed cost analysis. The simulation results show that STREAM-E improves overall resource utilization by 9.23% compared to existing DSME-based MAC protocols. Moreover, it achieves 20.04% more energy efficiency during emergencies.

Authors

Institutions

Publication Details

Journal
IEEE Transactions on Industrial Informatics
Published
2025-09-05
DOI
https://doi.org/10.1109/tii.2025.3598485
Citations
1
Primary Topic
Network Time Synchronization Technologies
Type
article
Field-Weighted Citation Impact
1.49
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

STREAM-E: A Streamlined Resource Allocation in Multichannel MAC for DSME With Energy-Aware Extension for Constrained-IIoT

Soumen Moulik, Kaushik Ray
1 citations
IEEE Transactions on Industrial Informatics
Network Time Synchronization Technologies
1.49
article

STREAM-E: A Streamlined Resource Allocation in Multichannel MAC for DSME With Energy-Aware Extension for Constrained-IIoT

Soumen Moulik, Kaushik Ray
article en
1 citations

Abstract

The industrial Internet of things (IIoT) relies heavily on real-time, energy-efficient, and reliable wireless communication. Although the IEEE 802.15.4-based medium access control (MAC) protocols, such as deterministic synchronous multichannel extension (DSME) enhances multichannel access for constrained IIoT environments, it lacks robust resource allocation mechanisms for guaranteed time slot (GTS) scheduling and adaptive channel assignment under quality of service (QoS) constraints. To address these limitations, we propose STREAM-E, a QoS- and energy-aware MAC protocol that enhances the performance of DSME MAC in dynamic industrial settings. STREAM-E integrates QoS-aware GTS scheduling based on traffic class and buffer occupancy, exponentially weighted moving average (EWMA)-based dynamic channel selection to reduce interference, and (iii) a genetic algorithm (GA)-based energy-aware mechanism to extend network lifetime during emergencies. We assessed STREAM-E through performance evaluation in a cluster-tree network and detailed cost analysis. The simulation results show that STREAM-E improves overall resource utilization by 9.23% compared to existing DSME-based MAC protocols. Moreover, it achieves 20.04% more energy efficiency during emergencies.

IEEE Transactions on Industrial InformaticsVol. 21(12)
National Institute of Technology Meghalaya (IN)
Openalex Percentile: Top 13%
Network Time Synchronization Technologies
1.49
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

STREAM-E: A Streamlined Resource Allocation in Multichannel MAC for DSME With Energy-Aware Extension for Constrained-IIoT — Soumen Moulik, Kaushik Ray · IEEE Transactions on Industrial Informatics (2025) | TGRS Research Map | TGRS