A High-Throughput Scheduler based on Multipath-State Machine in Wireless Networks

被引:2
|
作者
Zhang, Xiaoya [1 ]
Zhang, Yuyang [1 ]
Dong, Ping [1 ]
Du, Xiaojiang [2 ]
Zhang, Hongke [1 ]
Guizan, Mohsen [3 ]
机构
[1] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing, Peoples R China
[2] Stevens Inst Technol, Dept Elect & Comp Engn, Hoboken, NJ 07030 USA
[3] Mohamed Bin Zayed Univ Artificial Intelligence, Abu Dhabi, U Arab Emirates
基金
国家重点研发计划; 中国博士后科学基金;
关键词
Multipath Transmission; Scheduler; Bandwidth aggregation; Heterogeneous Wireless Network;
D O I
10.1109/ICC45041.2023.10279427
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Multipath transmission is an important solution in 6G wireless networks to improve communication resource convergence among heterogeneous networks. The appearance of out-of-order (OFO) packets is a problem in multipath transmission, especially in heterogeneous wireless networks, where network states fluctuate frequently. Existing schedulers attempt to solve the OFO problem by designing an "in-order" strategy. However, these "in-order" strategies lose their roles in jittered networks, resulting in poor throughput performance. In this study, we propose a novel packet scheduling strategy, called a multipath-state machine (MSM) scheduler. MSM prioritizes improving throughput utilization over ensuring packets arrive in order. Based on whether links are fully utilized, MSM divides link utilization states into 5 phases, including establishment, idle, busy, congestion, and risk. MSM prefers underutilized links. Furthermore, MSM chooses the one with the shortest transmission delay when multiple paths are in the same utilization state. Experiments show that MSM provides a more stable and higher bandwidth utilization than typical algorithms in various networks with heterogeneous characteristics such as delay, bandwidth, and jitter.
引用
收藏
页码:2406 / 2411
页数:6
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