Novel Framework for Secure Data Aggregation in Precision Agriculture with Extensive Energy Efficiency
Precision agriculture (PA) is the next generation of a technological revolution in smart farming, where sensing technology is the core technological player. Energy-efficient data transmission in PA via sensing technology is possible only when additional security measures are synchronized. Neverthele...
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| Format: | Article |
| Language: | English |
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Wiley
2023-01-01
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| Series: | Journal of Computer Networks and Communications |
| Online Access: | http://dx.doi.org/10.1155/2023/5926294 |
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| author | G. S. Nagaraja K. Vanishree Farooque Azam |
| author_facet | G. S. Nagaraja K. Vanishree Farooque Azam |
| author_sort | G. S. Nagaraja |
| collection | DOAJ |
| description | Precision agriculture (PA) is the next generation of a technological revolution in smart farming, where sensing technology is the core technological player. Energy-efficient data transmission in PA via sensing technology is possible only when additional security measures are synchronized. Nevertheless, security considerations often introduce additional overhead. Thus, it is necessary to develop an efficient mechanism to achieve an optimal trade-off between security and resource efficiency. The prime purpose of the proposed study is to introduce a lightweight communication protocol that can ensure an adequate balance between energy efficiency and maximum-security demands to benefit the success of PA. This paper proposes a synchronized framework where unique public-key encryption has been used, unlike any existing approach to facilitate the participation of legitimate on-field sensors in PA. On the other hand, an algorithm for energy efficiency where unique structural management of routing is discussed concerning aggregator nodes. In contrast, the security algorithm discusses a uniquely progressive and noniterative mechanism to perform secure data aggregation with a parallel validation technique. The proposed logic is scripted in MATLAB, considering a suitable PA environment where comparative assessment is carried out on a uniform testbed. The study outcome exhibited the effectiveness of the proposed scheme concerning better energy efficiency and higher resiliency from threats in contrast to existing schemes. |
| format | Article |
| id | doaj-art-94aac201fdf84f57b7a97b6f550a1349 |
| institution | Kabale University |
| issn | 2090-715X |
| language | English |
| publishDate | 2023-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Computer Networks and Communications |
| spelling | doaj-art-94aac201fdf84f57b7a97b6f550a13492025-02-03T06:47:17ZengWileyJournal of Computer Networks and Communications2090-715X2023-01-01202310.1155/2023/5926294Novel Framework for Secure Data Aggregation in Precision Agriculture with Extensive Energy EfficiencyG. S. Nagaraja0K. Vanishree1Farooque Azam2Department of Computer Science and EngineeringDepartment of ISESchool of Computer Science and EngineeringPrecision agriculture (PA) is the next generation of a technological revolution in smart farming, where sensing technology is the core technological player. Energy-efficient data transmission in PA via sensing technology is possible only when additional security measures are synchronized. Nevertheless, security considerations often introduce additional overhead. Thus, it is necessary to develop an efficient mechanism to achieve an optimal trade-off between security and resource efficiency. The prime purpose of the proposed study is to introduce a lightweight communication protocol that can ensure an adequate balance between energy efficiency and maximum-security demands to benefit the success of PA. This paper proposes a synchronized framework where unique public-key encryption has been used, unlike any existing approach to facilitate the participation of legitimate on-field sensors in PA. On the other hand, an algorithm for energy efficiency where unique structural management of routing is discussed concerning aggregator nodes. In contrast, the security algorithm discusses a uniquely progressive and noniterative mechanism to perform secure data aggregation with a parallel validation technique. The proposed logic is scripted in MATLAB, considering a suitable PA environment where comparative assessment is carried out on a uniform testbed. The study outcome exhibited the effectiveness of the proposed scheme concerning better energy efficiency and higher resiliency from threats in contrast to existing schemes.http://dx.doi.org/10.1155/2023/5926294 |
| spellingShingle | G. S. Nagaraja K. Vanishree Farooque Azam Novel Framework for Secure Data Aggregation in Precision Agriculture with Extensive Energy Efficiency Journal of Computer Networks and Communications |
| title | Novel Framework for Secure Data Aggregation in Precision Agriculture with Extensive Energy Efficiency |
| title_full | Novel Framework for Secure Data Aggregation in Precision Agriculture with Extensive Energy Efficiency |
| title_fullStr | Novel Framework for Secure Data Aggregation in Precision Agriculture with Extensive Energy Efficiency |
| title_full_unstemmed | Novel Framework for Secure Data Aggregation in Precision Agriculture with Extensive Energy Efficiency |
| title_short | Novel Framework for Secure Data Aggregation in Precision Agriculture with Extensive Energy Efficiency |
| title_sort | novel framework for secure data aggregation in precision agriculture with extensive energy efficiency |
| url | http://dx.doi.org/10.1155/2023/5926294 |
| work_keys_str_mv | AT gsnagaraja novelframeworkforsecuredataaggregationinprecisionagriculturewithextensiveenergyefficiency AT kvanishree novelframeworkforsecuredataaggregationinprecisionagriculturewithextensiveenergyefficiency AT farooqueazam novelframeworkforsecuredataaggregationinprecisionagriculturewithextensiveenergyefficiency |