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Research on Throughput-Guaranteed MAC Scheduling Policies in Wireless Networks
Fan Zhang1, Baozhu Li2, Gangqiang Yang3
1School of Information Engineering, Shandong Management University, Jinan 250357, China.
Entropy (Basel, Switzerland)
|September 23, 2022
Summary
This study analyzes wireless network MAC scheduling, finding existing throughput-guaranteed methods may not bound average delay. It provides a basis for improving next-generation wireless network MAC scheduling technology.
Area of Science:
- Computer Science
- Electrical Engineering
- Wireless Communication
Background:
- Media Access Control (MAC) scheduling is crucial for wireless networks, with centralized and distributed models.
- Existing MAC scheduling policies can guarantee throughput but often fail to ensure bounded end-to-end average delay.
- Both throughput and delay are critical performance metrics in practical communication networks.
Purpose of the Study:
- To systematically investigate existing MAC scheduling strategies concerning both throughput and delay.
- To analyze the reasons why some throughput-guaranteed schemes do not ensure bounded average delay.
- To provide a theoretical foundation for enhancing MAC scheduling in future wireless networks.
Main Methods:
- Theoretical analysis of MAC scheduling algorithms.
- Performance evaluation through simulation experiments.
- Comparative study of centralized and distributed scheduling approaches.
Main Results:
- Identified limitations in current MAC scheduling schemes regarding delay guarantees.
- Demonstrated the trade-offs between throughput and delay in different scheduling strategies.
- Validated findings through comprehensive theoretical and simulation-based assessments.
Conclusions:
- Current MAC scheduling methods require further refinement to simultaneously optimize throughput and delay.
- A deeper understanding of the throughput-delay relationship is essential for next-generation wireless networks.
- This research offers a foundational framework for developing advanced MAC scheduling technologies.
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