Microservices-based architecture for fault diagnosis in tele-rehabilitation equipment operated via Internet

This paper presents the design of a microservices based architecture allows early fault detection and diagnosis on a remote controlled physical rehabilitation machine using the Internet as a communication channel. Aforementioned architecture is composed of three layers: the low layer which collects...

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Published in:2019 IEEE Latin American Test Symposium (LATS) pp. 1 - 6
Main Authors: Alvarez Q., Juan M., Sanabria O., John A., Garcia M., Jose I
Format: Conference Proceeding
Language:English
Published: IEEE 01-03-2019
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Abstract This paper presents the design of a microservices based architecture allows early fault detection and diagnosis on a remote controlled physical rehabilitation machine using the Internet as a communication channel. Aforementioned architecture is composed of three layers: the low layer which collects variables from the rehabilitation machine components, using Internet of Things protocols. The middle layer which analyses the provided variables and diagnoses the component status, using fuzzy logic. And finally, the upper layer which makes decisions depending on the diagnosis data. The proposed architecture is suitable for heterogeneous systems.This paper also shows how this architecture fulfills the specific and rigorous safety measures for critical mission devices like technical aids for health-care.
AbstractList This paper presents the design of a microservices based architecture allows early fault detection and diagnosis on a remote controlled physical rehabilitation machine using the Internet as a communication channel. Aforementioned architecture is composed of three layers: the low layer which collects variables from the rehabilitation machine components, using Internet of Things protocols. The middle layer which analyses the provided variables and diagnoses the component status, using fuzzy logic. And finally, the upper layer which makes decisions depending on the diagnosis data. The proposed architecture is suitable for heterogeneous systems.This paper also shows how this architecture fulfills the specific and rigorous safety measures for critical mission devices like technical aids for health-care.
Author Garcia M., Jose I
Alvarez Q., Juan M.
Sanabria O., John A.
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  fullname: Alvarez Q., Juan M.
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  organization: Univ. del Valle, Cali, Colombia
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  givenname: John A.
  surname: Sanabria O.
  fullname: Sanabria O., John A.
  email: john.sanabria@correounivalle.edu.co
  organization: Univ. del Valle, Cali, Colombia
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  givenname: Jose I
  surname: Garcia M.
  fullname: Garcia M., Jose I
  email: jose.i.garcia@correounivalle.edu.co
  organization: Univ. del Valle, Cali, Colombia
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Snippet This paper presents the design of a microservices based architecture allows early fault detection and diagnosis on a remote controlled physical rehabilitation...
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SubjectTerms Computer architecture
Fault detection
Fault diagnosis
Internet of Things
Medical treatment
Protocols
Reliability
Software architecture
Telemedicine
Title Microservices-based architecture for fault diagnosis in tele-rehabilitation equipment operated via Internet
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