Data Redundancy Reduction for Energy-Efficiency in Wireless Sensor Networks: A Comprehensive Review
Wireless Sensor Networks (WSNs) play a significant role in providing an extraordinary infrastructure for monitoring environmental variations such as climate change, volcanoes, and other natural disasters. In a hostile environment, sensors’ energy is one of the crucial concerns in collecti...
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2021
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oai:doaj.org-article:7c5b6e6a139348b1b2edaddd5f6011452021-12-03T00:01:11ZData Redundancy Reduction for Energy-Efficiency in Wireless Sensor Networks: A Comprehensive Review2169-353610.1109/ACCESS.2021.3128353https://doaj.org/article/7c5b6e6a139348b1b2edaddd5f6011452021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9615199/https://doaj.org/toc/2169-3536Wireless Sensor Networks (WSNs) play a significant role in providing an extraordinary infrastructure for monitoring environmental variations such as climate change, volcanoes, and other natural disasters. In a hostile environment, sensors’ energy is one of the crucial concerns in collecting and analyzing accurate data. However, various environmental conditions, short-distance adjacent devices, and extreme usage of resources, i.e., battery power in WSNs, lead to a high possibility of redundant data. Accordingly, the reduction in redundant data is required for both resources and accurate information. In this context, this paper presents a comprehensive review of the existing energy-efficient data redundancy reduction schemes with their benefits and limitations for WSNs. The entire concept of data redundancy reduction is classified into three levels, which are node, cluster head, and sink. Additionally, this paper highlights existing key issues and challenges and suggested future work in reducing data redundancy for future research.Gul SaharKamalrulnizam Bin Abu BakarFatima Tul ZuhraSabit RahimTehmina BibiSyed Hamid Hussain MadniIEEEarticleCluster-baseddata redundancyenergy efficiencyreductionwireless sensor networksElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 9, Pp 157859-157888 (2021) |
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DOAJ |
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DOAJ |
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EN |
| topic |
Cluster-based data redundancy energy efficiency reduction wireless sensor networks Electrical engineering. Electronics. Nuclear engineering TK1-9971 |
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Cluster-based data redundancy energy efficiency reduction wireless sensor networks Electrical engineering. Electronics. Nuclear engineering TK1-9971 Gul Sahar Kamalrulnizam Bin Abu Bakar Fatima Tul Zuhra Sabit Rahim Tehmina Bibi Syed Hamid Hussain Madni Data Redundancy Reduction for Energy-Efficiency in Wireless Sensor Networks: A Comprehensive Review |
| description |
Wireless Sensor Networks (WSNs) play a significant role in providing an extraordinary infrastructure for monitoring environmental variations such as climate change, volcanoes, and other natural disasters. In a hostile environment, sensors’ energy is one of the crucial concerns in collecting and analyzing accurate data. However, various environmental conditions, short-distance adjacent devices, and extreme usage of resources, i.e., battery power in WSNs, lead to a high possibility of redundant data. Accordingly, the reduction in redundant data is required for both resources and accurate information. In this context, this paper presents a comprehensive review of the existing energy-efficient data redundancy reduction schemes with their benefits and limitations for WSNs. The entire concept of data redundancy reduction is classified into three levels, which are node, cluster head, and sink. Additionally, this paper highlights existing key issues and challenges and suggested future work in reducing data redundancy for future research. |
| format |
article |
| author |
Gul Sahar Kamalrulnizam Bin Abu Bakar Fatima Tul Zuhra Sabit Rahim Tehmina Bibi Syed Hamid Hussain Madni |
| author_facet |
Gul Sahar Kamalrulnizam Bin Abu Bakar Fatima Tul Zuhra Sabit Rahim Tehmina Bibi Syed Hamid Hussain Madni |
| author_sort |
Gul Sahar |
| title |
Data Redundancy Reduction for Energy-Efficiency in Wireless Sensor Networks: A Comprehensive Review |
| title_short |
Data Redundancy Reduction for Energy-Efficiency in Wireless Sensor Networks: A Comprehensive Review |
| title_full |
Data Redundancy Reduction for Energy-Efficiency in Wireless Sensor Networks: A Comprehensive Review |
| title_fullStr |
Data Redundancy Reduction for Energy-Efficiency in Wireless Sensor Networks: A Comprehensive Review |
| title_full_unstemmed |
Data Redundancy Reduction for Energy-Efficiency in Wireless Sensor Networks: A Comprehensive Review |
| title_sort |
data redundancy reduction for energy-efficiency in wireless sensor networks: a comprehensive review |
| publisher |
IEEE |
| publishDate |
2021 |
| url |
https://doaj.org/article/7c5b6e6a139348b1b2edaddd5f601145 |
| work_keys_str_mv |
AT gulsahar dataredundancyreductionforenergyefficiencyinwirelesssensornetworksacomprehensivereview AT kamalrulnizambinabubakar dataredundancyreductionforenergyefficiencyinwirelesssensornetworksacomprehensivereview AT fatimatulzuhra dataredundancyreductionforenergyefficiencyinwirelesssensornetworksacomprehensivereview AT sabitrahim dataredundancyreductionforenergyefficiencyinwirelesssensornetworksacomprehensivereview AT tehminabibi dataredundancyreductionforenergyefficiencyinwirelesssensornetworksacomprehensivereview AT syedhamidhussainmadni dataredundancyreductionforenergyefficiencyinwirelesssensornetworksacomprehensivereview |
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