Design Space Exploration for an IoT Node: Trade-Offs in Processing and Communication
The proliferation of smart sensor nodes for IoT deployments comes with requirements of energy efficiency and to fulfil functional requirements, but it also demands a fast time to market. As a result, we need to facilitate the design of these IoT nodes, while providing the required performance. In th...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2021-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9410575/ |
| _version_ | 1828722740585037824 |
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| author | Irida Shallari Isaac Sanchez Leal Silvia Krug Axel Jantsch Mattias O'Nils |
| author_facet | Irida Shallari Isaac Sanchez Leal Silvia Krug Axel Jantsch Mattias O'Nils |
| author_sort | Irida Shallari |
| collection | DOAJ |
| description | The proliferation of smart sensor nodes for IoT deployments comes with requirements of energy efficiency and to fulfil functional requirements, but it also demands a fast time to market. As a result, we need to facilitate the design of these IoT nodes, while providing the required performance. In this article, we introduce a design space exploration method focusing on IoT nodes that are data intensive due to the inherent complexity of their high data volume. The proposed method aims to identify areas of the design where processing optimisation would have a greater impact on the overall node energy consumption, define an energy budget for prospective additional tasks in the processing pipeline, and in conclusion evaluate the optimal node offloading configuration. |
| first_indexed | 2024-04-12T12:37:57Z |
| format | Article |
| id | doaj.art-f86a04ace02e45e8adf5e2dd789d3872 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-12T12:37:57Z |
| publishDate | 2021-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-f86a04ace02e45e8adf5e2dd789d38722022-12-22T03:32:51ZengIEEEIEEE Access2169-35362021-01-019650786509010.1109/ACCESS.2021.30748759410575Design Space Exploration for an IoT Node: Trade-Offs in Processing and CommunicationIrida Shallari0https://orcid.org/0000-0002-3774-4850Isaac Sanchez Leal1https://orcid.org/0000-0002-3351-0491Silvia Krug2https://orcid.org/0000-0003-0282-5471Axel Jantsch3https://orcid.org/0000-0003-2251-0004Mattias O'Nils4https://orcid.org/0000-0001-8607-4083Department of Electronics Design, Mid Sweden University, Sundsvall, SwedenDepartment of Electronics Design, Mid Sweden University, Sundsvall, SwedenDepartment of Electronics Design, Mid Sweden University, Sundsvall, SwedenDepartment of Electronics Design, Mid Sweden University, Sundsvall, SwedenDepartment of Electronics Design, Mid Sweden University, Sundsvall, SwedenThe proliferation of smart sensor nodes for IoT deployments comes with requirements of energy efficiency and to fulfil functional requirements, but it also demands a fast time to market. As a result, we need to facilitate the design of these IoT nodes, while providing the required performance. In this article, we introduce a design space exploration method focusing on IoT nodes that are data intensive due to the inherent complexity of their high data volume. The proposed method aims to identify areas of the design where processing optimisation would have a greater impact on the overall node energy consumption, define an energy budget for prospective additional tasks in the processing pipeline, and in conclusion evaluate the optimal node offloading configuration.https://ieeexplore.ieee.org/document/9410575/Intelligence partitioningIoTsmart sensordesign space explorationenergy efficiencysmart camera |
| spellingShingle | Irida Shallari Isaac Sanchez Leal Silvia Krug Axel Jantsch Mattias O'Nils Design Space Exploration for an IoT Node: Trade-Offs in Processing and Communication IEEE Access Intelligence partitioning IoT smart sensor design space exploration energy efficiency smart camera |
| title | Design Space Exploration for an IoT Node: Trade-Offs in Processing and Communication |
| title_full | Design Space Exploration for an IoT Node: Trade-Offs in Processing and Communication |
| title_fullStr | Design Space Exploration for an IoT Node: Trade-Offs in Processing and Communication |
| title_full_unstemmed | Design Space Exploration for an IoT Node: Trade-Offs in Processing and Communication |
| title_short | Design Space Exploration for an IoT Node: Trade-Offs in Processing and Communication |
| title_sort | design space exploration for an iot node trade offs in processing and communication |
| topic | Intelligence partitioning IoT smart sensor design space exploration energy efficiency smart camera |
| url | https://ieeexplore.ieee.org/document/9410575/ |
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