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Zero-Padding and Spatial Augmentation-Based Gas Sensor Node Optimization Approach in Resource-Constrained 6G-IoT Paradigm

Ultra-low-power is a key performance indicator in 6G-IoT ecosystems. Sensor nodes in this eco-system are also capable of running light-weight artificial intelligence (AI) models. In this work, we have achieved high performance in a gas sensor system using Convolutional Neural Network (CNN) with a sm...

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Detalles Bibliográficos
Autores principales: Chaudhri, Shiv Nath, Rajput, Navin Singh, Alsamhi, Saeed Hamood, Shvetsov, Alexey V., Almalki, Faris A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9028001/
https://www.ncbi.nlm.nih.gov/pubmed/35459024
http://dx.doi.org/10.3390/s22083039