Development of an algorithm to improve the efficiency of the C-LEACH routing protocol

Yuylin&#039; Tun; Tatyana Novikova; Svetlana A. Evdokimova

doi:10.12737/2219-0767-2022-15-2-93-99

UDC 004.7

DEVELOPMENT OF AN ALGORITHM TO IMPROVE THE EFFICIENCY OF THE C-LEACH ROUTING PROTOCOL Development of an algorithm to improve the efficiency of the C-LEACH routing protocol

АА Аа

Published in Modeling of systems and processes · Volume 15, Issue 2 · Pages 93–99 · Rubric: Tehnicheskie nauki

DOI: https://doi.org/10.12737/2219-0767-2022-15-2-93-99

Received: 23.06.2022 Accepted: 27.06.2022 Published: 27.06.2022

Authors

Yuylin' Tun

Tatyana Novikova

Svetlana A. Evdokimova

Yuylin' Tun

Voronezh State University of Forestry and Technologies named after G.F. Morozov Voronezh

Tatyana Novikova

Academic degree: candidate of technical sciences

Science rang: docent

Voronezh State University of Forestry and Technologies named after G.F. Morozov Associated professor · Chair of Computer Technology and Microelectronic Engineering · Voronezh

Svetlana A. Evdokimova

Academic degree: candidate of technical sciences

Voronezh State University of Forestry and Technologies named after G.F. Morozov Voronezh

ABSTRACT

In the process of studying wireless sensor network protocols and communication mechanisms, the extension of network service life and minimization of node power consumption have become important indicators. In order to reduce the energy consumption caused by communication in a wireless sensor network, improve network scalability and extend the network lifecycle, it is important to intelligently connect network nodes using a certain clustering algorithm. The paper proposes an improved routing protocol for wireless sensors with low power consumption LEACH, based on data aggregation (C-LEACH). The Kalman filter algorithm was used to solve the problem of data accuracy on cluster member nodes. The principle of operation of the Kalman filter is explained by the example of the noise signal of the sensor. The above data modification model can be performed continuously to achieve the optimal evaluation and filtering effect. Thus, the volume of data sent by the node is reduced. Experimental results have shown that the proposed LEACH protocol based on data fusion (C-LEACH) effectively reduces data redundancy, reduces the power consumption of sensor nodes and prolongs the life cycle of wireless sensor networks compared to the traditional LEACH algorithm, significantly improves network integrity.

KEYWORDS

Wireless sensor network, LEACH routing protocol, Kalman filter, sensor, clustering

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JATS XML

Editor-in-Chief, editorial board chair

GOST

Tun Y., Novikova T. P., Evdokimova S. A. Development of an algorithm to improve the efficiency of the C-LEACH routing protocol // Modeling of systems and processes. 2022. no. 2. pp. 93-99. DOI: https://doi.org/10.12737/2219-0767-2022-15-2-93-99. (Date of access 20.09.2026).

MLA

Yuylin' Tun, Novikova T. P., Evdokimova S. A.. "Development of an algorithm to improve the efficiency of the C-LEACH routing protocol." Modeling of systems and processes 15.2 (2022): 93-99. DOI: https://doi.org/10.12737/2219-0767-2022-15-2-93-99.

APA

Tun Y., Novikova T. P., Evdokimova S. A. (2022). Development of an algorithm to improve the efficiency of the C-LEACH routing protocol. Modeling of systems and processes, 15(2), 93-99. https://doi.org/10.12737/2219-0767-2022-15-2-93-99

Chicago

Yuylin' Tun, Novikova T. P., Evdokimova S. A.. "Development of an algorithm to improve the efficiency of the C-LEACH routing protocol." Modeling of systems and processes 15, no. 2 (2022): 93-99. https://doi.org/10.12737/2219-0767-2022-15-2-93-99.

WIKI

{{cite journal | author = Tun Y., Novikova T. P., Evdokimova S. A. | title = Development of an algorithm to improve the efficiency of the C-LEACH routing protocol | journal = Modeling of systems and processes | year = 2022 | volume = 15 | issue = 2 | pages = 93-99 | doi = 10.12737/2219-0767-2022-15-2-93-99 }}

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DEVELOPMENT OF AN ALGORITHM TO IMPROVE THE EFFICIENCY OF THE C-LEACH ROUTING PROTOCOL Development of an algorithm to improve the efficiency of the C-LEACH routing protocol

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