We found a match
Your institution may have rights to this item. Sign in to continue.
- Title
An Energy-Efficient Routing Framework Using Fuzzy Type 2 Hybrid Archimedes in Wireless Sensor Network.
- Authors
Parameswari, M.; Nancy, P.; Sathya Priya, J.
- Abstract
In wireless sensor network, the sensor nodes are randomly distributed throughout the network with limited energy capacity. The continued process of data sensing, transmitting and processing depletes the energy capacity of nodes rapidly. To overcome these issues, energy-efficient sensor nodes are to be established in the network to prolong the network lifetime. Therefore, to decrease the energy consumption and to increase the network lifetime, a novel fuzzy type 2 hybrid Archimedes (FT2HA) approach for energy-efficient WSN is established in this paper. In this, the Hybrid Archimedes Optimization Algorithm (HAOA) is utilized to maximize the convergence speed and to enhance the searching process thereby obtaining an optimal solution. Along with this, the Type 2 fuzzy logic system is employed for efficient cluster head selection. To evaluate the performances of the proposed FT2HA method, different performance metrics like network lifetime, energy consumption, residual energy, end-to-end delay, overhead control, throughput, stability period, and packet delivery ratio are utilized. In addition, the comparative analysis is carried out between the proposed FT2HA method and other existing methods such as TF-SCR, MECMOA, CTEEDG and FBECS protocols to find the effectiveness. The experimental analysis illustrates that the proposed FT2HA approach has shown a significant enhancement to various techniques.
- Subjects
WIRELESS sensor networks; ROUTING algorithms; END-to-end delay; FUZZY logic; ENERGY consumption; FUZZY systems; MATHEMATICAL optimization
- Publication
International Journal of Fuzzy Systems, 2023, Vol 25, Issue 2, p497
- ISSN
1562-2479
- Publication type
Article
- DOI
10.1007/s40815-022-01397-7