Advanced Applications of Biomedical Instrumentation

Code

11825

Academic unit

Faculdade de Ciências e Tecnologia

Department

Departamento de Física

Credits

6.0

Teacher in charge

Hugo Filipe Silveira Gamboa

Weekly hours

4

Teaching language

Português

Objectives

-        Provide the tools to implement complex instrumentation systems for real time and offline data analysis. The student will be able to develop visualization and reporting application based on the instrumentation data sources. -        The course will combine the acquired knowledge form the analogic, digital and microcontroled instrumentation previous courses, combining both to create final applications. -        The student will be introduced to programming languages for the rapid creation of scientific application for instrumentation. -        Decision-making and control examples will be developed to close the application cycle.

Prerequisites

Analog Instrumentation ; Digital Instrumentation

Subject matter

Physical measurements integration, based on standard communication protocols Integrated signal acquisition systems. Usage of instrumentation prototyping systems . Languages for scientific computation to apply on features extraction and visualization, both on time and frequency domains. Machine learning applied to decision and control on instrumentation systems. Rapid application development for aggregated information presentation. Data discovery based on the measurements databases.

Bibliography

Measurement and Instrumentation: Theory and Application

by Alan S. Morris Reza; Langari Butterworth-Heinemann Ltd (2011)

 

Python for Data Analysis Data Wrangling with Pandas, NumPy, and IPython

By Wes McKinney; O''''Reilly Media (2012)

 

Practical Arduino Engineering, by Harold Timmis, APRESS (2011)

 

Courses

• Biomedical Engineering