An Efficient Information Aggregation Scheme in Internet of Things: Multi Agent based Approach
- 30 September 2021
- journal article
- Published by Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP in International Journal of Soft Computing and Engineering
- Vol. 11 (1), 23-31
- https://doi.org/10.35940/ijsce.a3525.0911121
Abstract
The use of wireless sensor technology in various Internet of Things (IoT) applications is growing rapidly. With the exponential increase of smart devices and their applications, collecting and analyzing data is gradually becoming one of the most difficult tasks. As sensor nodes are powered by batteries, energy efficiency is essential. To that intention, before passing the final data to the central station, a sensor node should reduce redundancies in the received data from neighbor nodes. There will be some redundancy in the data because different sensor nodes typically notice the same phenomenon. Data aggregation is one of the most important approaches for eliminating data redundancy and improving energy efficiency, as well as extending the life time of wireless sensor networks. Furthermore, the effective data aggregation technique might help to reduce network traffic. In this paper we have proposed cluster based data aggregation using intelligent agents. The performance of the proposed scheme is compared with Centralized Data Aggregation (CDA) mechanism in IoT.Keywords
This publication has 29 references indexed in Scilit:
- VDAS: Verifiable data aggregation scheme for Internet of ThingsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2017
- Adaptive Aggregation of Redundant Sensor Data in the Internet of ThingsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2017
- An architecture for aggregating information from distributed data nodes for industrial internet of thingsComputers and Electrical Engineering, 2017
- A hybrid data aggregation scheme for provisioning Quality of Service (QoS) in Internet of Things (IoT)Published by Institute of Electrical and Electronics Engineers (IEEE) ,2016
- A cross-layer framework for sensor data aggregation for IoT applications in smart citiesPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2016
- Internet-of-Things data aggregation using compressed sensing with side informationPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2016
- Comparison of data aggregation techniques in Internet of Things (IoT)Published by Institute of Electrical and Electronics Engineers (IEEE) ,2016
- Data Aggregation Techniques in WSN:SurveyProcedia Computer Science, 2016
- A novel trust-based secure data aggregation for Internet of ThingsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2014
- Energy efficient data aggregation techniques in wireless sensor networksPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2013