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Cross-layer congestion control of wireless sensor networks based on fuzzy sliding mode control

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成果类型:
期刊论文
作者:
Qu, Shaocheng;Zhao, Liang;Xiong, Zhili*
通讯作者:
Xiong, Zhili
作者机构:
[Xiong, Zhili; Zhao, Liang; Qu, Shaocheng] Cent China Normal Univ, Coll Phys Sci & Technol, Dept Elect & Informat Engn, Wuhan 430079, Peoples R China.
[Xiong, Zhili] Huanggang Normal Univ, Sch Elect Informat, Huanggang 438000, Peoples R China.
通讯机构:
[Xiong, Zhili] C
[Xiong, Zhili] H
Cent China Normal Univ, Coll Phys Sci & Technol, Dept Elect & Informat Engn, Wuhan 430079, Peoples R China.
Huanggang Normal Univ, Sch Elect Informat, Huanggang 438000, Peoples R China.
语种:
英文
关键词:
Wireless sensor networks (WSNs);Internet of Things (IoT);Cross-layer congestion control;Fuzzy sliding mode control;NS-2.35
期刊:
Neural Computing and Applications
ISSN:
0941-0643
年:
2020
卷:
32
期:
17
页码:
13505-13520
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61673190/F030101]; self-determined research funds of CCNU from the colleges' basic research and operation of MOE [CCNU 18TS042]; Graduate Innovation Program of CCNU [2019CXZZ102]
机构署名:
本校为第一且通讯机构
院系归属:
物理科学与技术学院
摘要:
Wireless sensor networks (WSNs) act as a building block of Internet of Things and have been used in various applications to sense environment and transmit data to the Internet. However, WSNs are very vulnerable to congestion problem, resulting in higher packet loss ratio, longer delay and lower throughput. To address this issue, this paper presents a fuzzy sliding mode congestion control algorithm (FSMC) for WSNs. Firstly, by applying the signal-to-noise ratio of wireless channel to TCP model, a new cross-layer congestion control model between transmission layer and MAC layer is proposed. Then...

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