JOURNAL ARTICLE

Reliable Dynamic Packet Scheduling with Slot Sharing for Real-Time Wireless Networks

Tianyu ZhangTao GongMingsong LyuNan GuanSong HanXiaobo Sharon Hu

Year: 2022 Journal:   IEEE Transactions on Mobile Computing Pages: 1-19   Publisher: IEEE Computer Society

Abstract

In order for real-time wireless networks (RTWNs) to achieve desired Quality of Service (QoS) for real-time sensing and control, effective packet scheduling algorithms play a critical role, especially in the presence of unexpected disturbances. Most existing solutions in the literature focus either on static or dynamic schedule construction to meet the desired QoS requirements, but have a common assumption that all wireless links are reliable. However, this assumption is not realistic in real-life settings. To address this drawback, this paper introduces a novel reliable dynamic packet scheduling framework, called RD-PaS. RD-PaS can not only construct static schedules to meet both the timing and reliability requirements of end-to-end flows in RTWNs, but also construct new schedules rapidly to handle abruptly increased network traffic induced by unexpected disturbances while minimizing the impact on existing network flows. Through judiciously sharing time slots among tasks, RD-PaS can significantly reduce the number of required time slots to meet the system reliability requirement and improve the network throughput. The functional correctness of the RD-PaS framework has been validated through its implementation and deployment on a real-life RTWN testbed. Extensive simulation-based experiments have also been performed to evaluate the effectiveness of RD-PaS, especially in large-scale network settings.

Keywords:
Computer science Computer network Testbed Quality of service Network packet Distributed computing Scheduling (production processes) Wireless network Correctness Wireless Real-time computing

Metrics

4
Cited By
0.89
FWCI (Field Weighted Citation Impact)
38
Refs
0.72
Citation Normalized Percentile
Is in top 1%
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Citation History

Topics

Real-Time Systems Scheduling
Physical Sciences →  Computer Science →  Hardware and Architecture
Context-Aware Activity Recognition Systems
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Network Time Synchronization Technologies
Physical Sciences →  Computer Science →  Computer Networks and Communications
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