An Efficient Congestion Control Scheme for Large-Scale WSNs

被引:0
作者
Kumar A. [1 ]
Lobiyal D.K. [1 ]
机构
[1] School of Computer and Systems Sciences, Jawaharlal Nehru University, New Delhi
关键词
Congestion control; Delay; Packet; Selfish nodes; Throughput; WSN;
D O I
10.1007/s42979-023-02567-6
中图分类号
学科分类号
摘要
Congestion in wireless sensor networks (WSNs) occurs when the network becomes overloaded, resulting in delays, packet loss, increased energy consumption, reduced responsiveness, heightened collisions, contention among nodes, and decreased network lifetime. In an open deployment environment, sensor nodes are vulnerable to capture by attackers, who can turn them into malicious nodes, posing a threat to sensitive information. Malicious nodes can disrupt the network by dropping packets and consuming excessive energy. Additionally, congestion caused by excessive packet broadcasting by malicious nodes can further degrade the network's throughput. To mitigate these consequences, effective congestion control mechanisms are crucial. This paper suggests an efficient congestion control scheme (ETCCS) in which only trustworthy nodes can transmit the packet in the sensor network. The suggested approach removes the malicious nodes from the WSN and controls the congestion at the node level. Simulation results show excellent performance in trust severity analysis, average time delay (sec), loss ratio (%), and throughput (kbps). © 2024, The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd.
引用
收藏
相关论文
共 50 条
[31]   Progressive Fuzzy PSO-PID Congestion Control Algorithm for WSNs [J].
Bhatti, Kabeer Ahmed ;
Asghar, Sohail .
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2023, 48 (02) :1157-1172
[32]   Energy-Aware Congestion Control Scheme in Opportunistic Networks [J].
Zhang, Feng ;
Wang, Xiaoming ;
Li, Peng ;
Zhang, Lichen .
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2017, 12 (03) :412-419
[33]   Progressive Fuzzy PSO-PID Congestion Control Algorithm for WSNs [J].
Kabeer Ahmed Bhatti ;
Sohail Asghar .
Arabian Journal for Science and Engineering, 2023, 48 :1157-1172
[34]   Towards Smart Egypt - The Role of Large Scale WSNs [J].
Ramadan, Rabie A. .
ADVANCED MACHINE LEARNING TECHNOLOGIES AND APPLICATIONS, 2012, 322 :203-212
[35]   Efficient flow-control algorithm cooperating with energy allocation scheme for solar-powered WSNs [J].
Noh, Dong Kun ;
Abdelzaher, Tarek F. .
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2012, 12 (05) :379-392
[36]   Biphase routing scheme for optimal throughput in large-scale optical satellite networks [J].
Ning, Yunxiao ;
Zhao, Yongli ;
Nag, Avishek ;
Wang, Hua ;
Zhang, Jie .
JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2024, 16 (05) :553-564
[37]   A scalable joint routing and scheduling scheme for large-scale wireless sensor networks [J].
Chae, Sung-Yoon ;
Kang, Kyungran ;
Cho, Young-Jong .
AD HOC NETWORKS, 2013, 11 (01) :427-441
[38]   CDABC: chaotic discrete artificial bee colony algorithm for multi-level clustering in large-scale WSNs [J].
Masdari, Mohammad ;
Barshande, Saeid ;
Ozdemir, Suat .
JOURNAL OF SUPERCOMPUTING, 2019, 75 (11) :7174-7208
[39]   Efficient Node Deployment of Large-Scale Heterogeneous Wireless Sensor Networks [J].
Elfouly, Fatma H. ;
Ramadan, Rabie A. ;
Khedr, Ahmed Y. ;
Yadav, Kusum ;
Azar, Ahmad Taher ;
Abdelhamed, Mohamed A. .
APPLIED SCIENCES-BASEL, 2021, 11 (22)
[40]   CDABC: chaotic discrete artificial bee colony algorithm for multi-level clustering in large-scale WSNs [J].
Mohammad Masdari ;
Saeid Barshande ;
Suat Ozdemir .
The Journal of Supercomputing, 2019, 75 :7174-7208