Nuno Mendes

Dr. Nuno Mendes

ISISE - Institute for Sustainability and Innovation in Structural Engineering, Department of Civil Engineering, School of Engineering, University of Minho, Campus de Azurém, 4800-058 Guimarães, Portugal
orcid

Research Focus & Metrics

Academic Career Length

17Years (2010-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
20 March 2019 in IEEE Access
Verified
Journal Article
Open access
MSMiguel Simao
Miguel Simao
Nuno MendesNuno Mendes
Nuno Mendes
OGOlivier Gibaru
Olivier Gibaru
Pedro NetoPedro Neto
Pedro Neto
This paper presents a literature review on pattern recognition of electromyography (EMG) signals and its applications. EMG technology is introduced and the most relevant aspects for the design an EMG-based system are highlighted, including signal acquisition and filtering. EMG-based systems have been used with relative success to control upper-and lower-limb prostheses, electronic devices and machines, and for monitoring human behavior. Nevertheless, the existing systems are still inadequate and are often abandoned by their users, prompting for further research. Besides controlling prostheses, EMG technology is also beneficial for the development of machine learning-based devices that can capture the intention of able-bodied users by detecting their gestures, opening the way for new human-machine interaction (HMI) modalities. This paper also reviews the current feature extraction techniques, including signal processing and data dimensionality reduction. Novel classification methods and approaches for detecting non-trained gestures are discussed. Finally, current applications are reviewed, through the comparison of different EMG systems and discussion of their advantages and drawbacks.

30 October 2018 in The International Journal of Advanced Manufacturing Technology
Verified
Journal Article
Closed access
PDF file
Pedro NetoPedro Neto
Pedro Neto
MSMiguel Simão
Miguel Simão
Nuno MendesNuno Mendes
Nuno Mendes
MSMohammad Safeea
Mohammad Safeea

1 January 2016 in Materials & Design
Verified
Journal Article
Closed access
Nuno MendesNuno Mendes
Nuno Mendes
Pedro NetoPedro Neto
Pedro Neto
ALAltino Loureiro
Altino Loureiro
Antonio Paulo MoreiraAntonio Paulo Moreira
Antonio Paulo Moreira

1 June 2014 in Materials & Design (1980-2015)
Verified
Journal Article
Closed access
Nuno MendesNuno Mendes
Nuno Mendes
ALAltino Loureiro
Altino Loureiro
CMCarla Isabel Martins
Carla Isabel Martins
Pedro NetoPedro Neto
Pedro Neto
J. Norberto PiresJ. Norberto Pires
J. Norberto Pires

1 August 2013 in Robotics and Autonomous Systems
Verified
Journal Article
Closed access
Pedro NetoPedro Neto
Pedro Neto
Nuno MendesNuno Mendes
Nuno Mendes

1 December 2014 in Materials & Design (1980-2015)
Verified
Journal Article
Closed access
Nuno MendesNuno Mendes
Nuno Mendes
ALAltino Loureiro
Altino Loureiro
CMCarla Isabel Martins
Carla Isabel Martins
Pedro NetoPedro Neto
Pedro Neto
J. Norberto PiresJ. Norberto Pires
J. Norberto Pires