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학술논문KSII Transactions on Internet and Information Systems2019.01 발행KCI 피인용 3

Development of an oneM2M-compliant IoT Platform for Wearable Data Collection

Development of an oneM2M-compliant IoT Platform for Wearable Data Collection

안일엽(전자부품연구원); 성낙명(전자부품연구원); 임재현(남서울대학교); 서정욱(남서울대학교); 윤일동(한국외국어대학교)

13권 1호, 1~15쪽

초록

Internet of Things (IoT) is commonly referred to as a future internet technology to provide advanced services by interconnecting physical and virtual things, collecting and using many data from them. The IoT platform is a server platform with a common architecture to collect and share the data independent of the IoT devices and services. Recently, oneM2M, the global standards initiative for Machine-to-Machine (M2M) communications and the IoT announced the availability of oneM2M Release 2 specifications. Accordingly, this paper presents a new oneM2M-compliant IoT platform called Mobius 2.0 and proposes its application to collect the biosignal data from wearable IoT devices for emotion recognition. Experimental results show that we can collect various biosignal data seamlessly and extract meaningful features from the biosignal data to recognize two emotions of joy and sadness.

Abstract

Internet of Things (IoT) is commonly referred to as a future internet technology to provide advanced services by interconnecting physical and virtual things, collecting and using many data from them. The IoT platform is a server platform with a common architecture to collect and share the data independent of the IoT devices and services. Recently, oneM2M, the global standards initiative for Machine-to-Machine (M2M) communications and the IoT announced the availability of oneM2M Release 2 specifications. Accordingly, this paper presents a new oneM2M-compliant IoT platform called Mobius 2.0 and proposes its application to collect the biosignal data from wearable IoT devices for emotion recognition. Experimental results show that we can collect various biosignal data seamlessly and extract meaningful features from the biosignal data to recognize two emotions of joy and sadness.

발행기관:
한국인터넷정보학회
DOI:
http://dx.doi.org/10.3837/tiis.2019.01.001
분류:
컴퓨터학

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Development of an oneM2M-compliant IoT Platform for Wearable Data Collection | KSII Transactions on Internet and Information Systems 2019 | AskLaw | 애스크로 AI