Wearable edge AI towards cyber-physical applications.
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Data
2023
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Resumo
The creation of novel technologies to support field work and research has a major
impact from technologies such as the Internet of Things (IoT), Edge Computing and
wearable computing. In this context, Artificial-Intelligence-based systems became
more common and a trend in recent work. Environments with low connectivity and
high latency in data transmission enforce the usage of Edge Computing technologies
in the treatment of acquired data. Nonetheless, there is no clarity in how to transport
Artificial Intelligence (AI) to Edge Computing in extreme environments, given the
complexity of the requirements. This gap is more clear in the context of wearable
computing, where the systems restrictions for developing systems are even harder.
Thus, this work presents a protocol for developing Edge AI appliances and some
case-study applications in the context of wearable devices. This study helps to
evaluate the creation of Wearable Edge AI context as a novel research field.
Descrição
Programa de Pós-Graduação em Ciência da Computação. Departamento de Ciência da Computação, Instituto de Ciências Exatas e Biológicas, Universidade Federal de Ouro Preto.
Palavras-chave
Computação vestível, Edge AI, Ecologia, Cuidados com a sáude
Citação
SILVA, Mateus Coelho. Wearable edge AI towards cyber-physical applications. 2023. 184 f. Tese (Doutorado em Ciência da Computação) - Instituto de Ciências Exatas e Biológicas, Universidade Federal de Ouro Preto, Ouro Preto, 2023.