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Effect of Data Validation Schemes on the Energy Consumptions of Edge Device in IoT /WSN | IEEE Conference Publication | IEEE Xplore

Effect of Data Validation Schemes on the Energy Consumptions of Edge Device in IoT /WSN


Abstract:

In the applications of the Internet of Things (IoT) based on wireless sensor network (WSN), an edge device depends on a battery that have limited lifetime. The validity o...Show More

Abstract:

In the applications of the Internet of Things (IoT) based on wireless sensor network (WSN), an edge device depends on a battery that have limited lifetime. The validity of sensed data that indicates the change of events plays the most important role in the accuracy and reliability of IoT/WSN applications. It is to give assurance on the data quality for perfect decision making. Moreover, the cost of energy consumption to observe the measured error at the edge device should not be higher than the cost energy consumption during transmitting. In this paper, we proposed an energy dissipation model to determine the cost of detecting errors at the edge device level. The proposed model has been used to evaluate the effect of various data validation schemes on the energy consumption of edge device. The analysis showed that, selected data validation scheme at edge device level is a vital issue. In addition, the cost of energy consumptions to observe the measured error effectiveness in the sensor node. The ED-RT scheme produced the best performance overall other schemes such as ED-HD and ED-NN, in terms of detecting errors cost.
Date of Conference: 25-29 June 2018
Date Added to IEEE Xplore: 30 August 2018
ISBN Information:
Electronic ISSN: 2376-6506
Conference Location: Limassol, Cyprus

References

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