A Proposed approach for multipath routing in IoT Network using FIS

被引:0
作者
Pingale, Reena [1 ]
Shinde, S. N. [2 ]
机构
[1] Sinhgad Coll Sci, Comp Sci Dept, Pune, Maharashtra, India
[2] CMCS Coll Pune, Pune, Maharashtra, India
来源
INTERNATIONAL JOURNAL OF NEXT-GENERATION COMPUTING | 2022年 / 13卷 / 02期
关键词
IoT; Fuzzy logic; Energy; Delay; ETX;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In an Internet of Things network, multipath routing applies a fuzzy logic method to minimize energy consumption, end-to-end latency, and ETX (expected transmission count). Consider the three factors as inputs for improving QoS in low-power, lossy networks. This paper presents a unique adaptive fuzzy multi-criteria decision making approach for determining the ideal next hop from multipath routing to reach the destination node, as well as a fuzzy inference system to display the findings using a membership function. The proposed technique also priorities the route, which will assist in picking the best way among several options. Unlike previous techniques, it depends on non-QoS-affected channels for fast data transmission. It also increases network lifetime by changing cluster heads on a regular basis based on residual energy and employing the appropriate amount of data transmission links. The RPL objective function was created using fuzzy logic, and the results were utilized to discover the optimal answer. Furthermore, the suggested adaptive fuzzy multi-criteria decision making approach outperforms existing state-of-the-art competing techniques in terms of energy efficiency and lifetime.
引用
收藏
页码:255 / 266
页数:12
相关论文
共 50 条
[31]   Secured IoT with Network Intrusion Detection Traffic Control by Data Routing Protocol in WSN Using Genetic Algorithm [J].
Manikandan, S. ;
Pushpa, P. ;
Kumar, S. Sathish .
BIOSCIENCE BIOTECHNOLOGY RESEARCH COMMUNICATIONS, 2020, 13 (03) :126-135
[32]   A Collaborative Energy Optimization Routing Metric for IoT Network over Smart City [J].
Baz, Mohammed .
2018 1ST INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS & INFORMATION SECURITY (ICCAIS' 2018), 2018,
[33]   Sensor Driven Priority Routing of Health Care Data Packet in IoT Network [J].
Beitelspacher, Sara ;
Besher, Kedir Mamo ;
Ali, Mohammed Zamshed .
2020 IEEE 6TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT), 2020,
[34]   A new objective function for RPL routing protocol in IoT to increase network lifetime [J].
Moradi S. ;
Javidan R. .
International Journal of Wireless and Mobile Computing, 2020, 19 (01) :73-79
[35]   Energy Efficient Disjoint Multipath Routing Protocol Using Simulated Annealing in MANET [J].
Chukka Niranjan Kumar ;
Nikitha Kukunuru .
Wireless Personal Communications, 2021, 120 :1027-1042
[36]   Energy Efficient Disjoint Multipath Routing Protocol Using Simulated Annealing in MANET [J].
Kumar, Chukka Niranjan ;
Kukunuru, Nikitha .
WIRELESS PERSONAL COMMUNICATIONS, 2021, 120 (02) :1027-1042
[37]   Multi-QoS constraint multipath routing in cluster-based wireless sensor network [J].
Agarkhed J. ;
Dattatraya P.Y. ;
Patil S. .
International Journal of Information Technology, 2021, 13 (3) :865-876
[38]   Social distancing using IoT approach [J].
Mayuri Diwakar Kulkarni ;
Khalid Alfatmi ;
Nikhil Sunil Deshmukh .
Journal of Electrical Systems and Information Technology, 8 (1)
[39]   Adaptive-atom whale optimization algorithm using autonomous mobile ad hoc network for energy-efficient multipath routing [J].
Halhalli, Suresh R. ;
Jagdale, B. N. ;
Sugave, Shounak Rushikesh .
INTERNATIONAL JOURNAL OF MODELING SIMULATION AND SCIENTIFIC COMPUTING, 2020, 11 (06)
[40]   Wireless Sensor Network for Ignitions Detection: An IoT approach [J].
Brito, Thadeu ;
Pereira, Ana, I ;
Lima, Jose ;
Valente, Antonio .
ELECTRONICS, 2020, 9 (06)