Journal article
Design space exploration for an IoT node : Trade-offs in processing and communication
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Publication Details
Author list: Sánchez Leal, Isaac
Publication year: 2021
Start page: 65078
End page: 65090
Number of pages: 13
DOI: http://dx.doi.org/10.1109/ACCESS.2021.3074875
View additional information: View in Web of Science™
Abstract
Optimising the energy consumption of IoT nodes can be tedious due to the due to complex trade-offs involved between processing and communication. In this article, we investigate the partitioning of processing between the sensor node and a server and study the energy trade-offs involved. We propose a method that provides a trade-off analysis for a given set of constraints and allows for exploring several intelligence partitioning configurations. Furthermore, we demonstrate how this method can be used for the analysis of four design examples with traditional and CNN-based image processing systems, and we also provide an implementation of it on Matlab. CCBY
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