Optimization Scheme for Power Transmission in Wireless Sensor Network

Anshul Kumar Yadav; Akshita Sharma; Anurag Yadav; Ankit Vijayvargiya; Aakash Saxena; Rajesh Kumar

doi:10.1109/PIECON56912.2023.10085758

Optimization Scheme for Power Transmission in Wireless Sensor Network

Anshul Kumar Yadav
, Akshita Sharma
, Anurag Yadav
, Ankit Vijayvargiya
, Aakash Saxena
, Rajesh Kumar

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Abstract

Wireless Sensor Networks (WSNs) are networks of sensors that can sense a dynamic process and send the measured data over a common channel to a central base station. As the number of devices increases exponentially, the energy efficiency of WSN clusters needs to be considered. The transmission power refers to the total allowable output power of the sensors to send information packets. Consider the power transmission problem for a fully connected cluster, with the goal of finding the minimum transmission power for each node in a given cluster without disrupting the network. In order to obtain a more effective optimal solution for the mentioned problem, ten different cases are studied using five optimization algorithms. The optimization algorithm is repeatedly tested to find the global minima of the fitness function. The study emphasises that the artificial ecosystem optimizer is the best fit for the mentioned model in all 10 cases. The average energy saved in transmission by the best performing algorithm is about 6.4 dBm.

Original language	English
Title of host publication	2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350399769
DOIs	https://doi.org/10.1109/PIECON56912.2023.10085758
Publication status	Published - 2023
Externally published	Yes
Event	2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023 - Aligarh, India Duration: 10 Feb 2023 → 12 Feb 2023

Publication series

Name	2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023

Conference

Conference	2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023
Country/Territory	India
City	Aligarh
Period	10/02/23 → 12/02/23

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Optimization algorithm
Power transmission
Wireless Sensor Network
artificial ecosystem optimizer.

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Energy Engineering and Power Technology
Renewable Energy, Sustainability and the Environment
Automotive Engineering
Control and Optimization
Instrumentation

Access to Document

10.1109/PIECON56912.2023.10085758

Cite this

Yadav, A. K., Sharma, A., Yadav, A., Vijayvargiya, A., Saxena, A., & Kumar, R. (2023). Optimization Scheme for Power Transmission in Wireless Sensor Network. In 2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023 Article 102 (2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PIECON56912.2023.10085758

Yadav, Anshul Kumar ; Sharma, Akshita ; Yadav, Anurag et al. / Optimization Scheme for Power Transmission in Wireless Sensor Network. 2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023).

@inproceedings{551ef1c5d6764de9be472ce77596a122,

title = "Optimization Scheme for Power Transmission in Wireless Sensor Network",

abstract = "Wireless Sensor Networks (WSNs) are networks of sensors that can sense a dynamic process and send the measured data over a common channel to a central base station. As the number of devices increases exponentially, the energy efficiency of WSN clusters needs to be considered. The transmission power refers to the total allowable output power of the sensors to send information packets. Consider the power transmission problem for a fully connected cluster, with the goal of finding the minimum transmission power for each node in a given cluster without disrupting the network. In order to obtain a more effective optimal solution for the mentioned problem, ten different cases are studied using five optimization algorithms. The optimization algorithm is repeatedly tested to find the global minima of the fitness function. The study emphasises that the artificial ecosystem optimizer is the best fit for the mentioned model in all 10 cases. The average energy saved in transmission by the best performing algorithm is about 6.4 dBm.",

keywords = "Optimization algorithm, Power transmission, Wireless Sensor Network, artificial ecosystem optimizer.",

author = "Yadav, \{Anshul Kumar\} and Akshita Sharma and Anurag Yadav and Ankit Vijayvargiya and Aakash Saxena and Rajesh Kumar",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023 ; Conference date: 10-02-2023 Through 12-02-2023",

year = "2023",

doi = "10.1109/PIECON56912.2023.10085758",

language = "English",

series = "2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023",

address = "United States",

}

Yadav, AK, Sharma, A, Yadav, A, Vijayvargiya, A, Saxena, A & Kumar, R 2023, Optimization Scheme for Power Transmission in Wireless Sensor Network. in 2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023., 102, 2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023, Institute of Electrical and Electronics Engineers Inc., 2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023, Aligarh, India, 10/02/23. https://doi.org/10.1109/PIECON56912.2023.10085758

Optimization Scheme for Power Transmission in Wireless Sensor Network. / Yadav, Anshul Kumar; Sharma, Akshita; Yadav, Anurag et al.
2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023. Institute of Electrical and Electronics Engineers Inc., 2023. 102 (2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Optimization Scheme for Power Transmission in Wireless Sensor Network

AU - Yadav, Anshul Kumar

AU - Sharma, Akshita

AU - Yadav, Anurag

AU - Vijayvargiya, Ankit

AU - Saxena, Aakash

AU - Kumar, Rajesh

PY - 2023

Y1 - 2023

N2 - Wireless Sensor Networks (WSNs) are networks of sensors that can sense a dynamic process and send the measured data over a common channel to a central base station. As the number of devices increases exponentially, the energy efficiency of WSN clusters needs to be considered. The transmission power refers to the total allowable output power of the sensors to send information packets. Consider the power transmission problem for a fully connected cluster, with the goal of finding the minimum transmission power for each node in a given cluster without disrupting the network. In order to obtain a more effective optimal solution for the mentioned problem, ten different cases are studied using five optimization algorithms. The optimization algorithm is repeatedly tested to find the global minima of the fitness function. The study emphasises that the artificial ecosystem optimizer is the best fit for the mentioned model in all 10 cases. The average energy saved in transmission by the best performing algorithm is about 6.4 dBm.

AB - Wireless Sensor Networks (WSNs) are networks of sensors that can sense a dynamic process and send the measured data over a common channel to a central base station. As the number of devices increases exponentially, the energy efficiency of WSN clusters needs to be considered. The transmission power refers to the total allowable output power of the sensors to send information packets. Consider the power transmission problem for a fully connected cluster, with the goal of finding the minimum transmission power for each node in a given cluster without disrupting the network. In order to obtain a more effective optimal solution for the mentioned problem, ten different cases are studied using five optimization algorithms. The optimization algorithm is repeatedly tested to find the global minima of the fitness function. The study emphasises that the artificial ecosystem optimizer is the best fit for the mentioned model in all 10 cases. The average energy saved in transmission by the best performing algorithm is about 6.4 dBm.

KW - Optimization algorithm

KW - Power transmission

KW - Wireless Sensor Network

KW - artificial ecosystem optimizer.

UR - https://www.scopus.com/pages/publications/85153086617

U2 - 10.1109/PIECON56912.2023.10085758

DO - 10.1109/PIECON56912.2023.10085758

M3 - Conference contribution

AN - SCOPUS:85153086617

T3 - 2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023

BT - 2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023

Y2 - 10 February 2023 through 12 February 2023

ER -

Yadav AK, Sharma A, Yadav A, Vijayvargiya A, Saxena A, Kumar R. Optimization Scheme for Power Transmission in Wireless Sensor Network. In 2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023. Institute of Electrical and Electronics Engineers Inc. 2023. 102. (2023 International Conference on Power, Instrumentation, Energy and Control, PIECON 2023). doi: 10.1109/PIECON56912.2023.10085758

Optimization Scheme for Power Transmission in Wireless Sensor Network

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this