Article Green Open Access 2021

Multidisciplinary Project-Based Learning: Improving Student Motivation for Learning Signal Processing

IEEE Signal Processing Magazine
Journal · Vol. 38 · Issue 3 · pp. 62-72
Abstract

Due to its open-ended nature, project-based learning (PBL) is a suitable methodology to achieve student motivation and enrich creativity skills. This article describes the design of PBL activities in two undergraduate courses on digital signal processing techniques. The academic context is a bachelor's degree in telecommunication engineering at the Universidad de Extremadura in Spain. Full specifications for five project proposals that other instructors could use are explained, including an in-depth analysis of one of them in relation to the learning outcomes. The results of a survey designed to gain insight into students' perceptions of the PBL process are provided. All of the participants agree or strongly agree that PBL improves the long-term retention of knowledge and provides learning with a more practical orientation toward real goals than conventional learning. Also, 91% of them consider that PBL motivates them more than traditional methodologies. The instructor's conclusions after the project development and assessment are that PBL considerably helped the students to think more creatively and increased their motivation in comparison to other activities. © 1991-2012 IEEE.

Keywords

Author Keywords

Not provided

Index Keywords

Curricula Students Project based learning motivation Undergraduate Courses Digital signal processing Digital signal processing techniques Long-term retention Multidisciplinary projects Practical orientations Project development Telecommunication engineering
Author Affiliations
Departamento de Tecnología de los Computadores y de las Comunicaciones, Universidad de Extremadura, Badajoz, Badajoz, Spain
Funding & Acknowledgements
European Commission, EC
The author would like to thank all of the students who took part in the survey. This work has been supported by project GR18055 (Junta de Extremadura/European Regional Development Funds, European Union).
References 11 References
1 Valentine, Andrew, Creativity in Electrical Engineering Degree Programs: Where Is the Content?, IEEE Transactions on Education, 62, 4, pp. 288-296, (2019)
2 Haertel, Tobias, Creative students need creative teachers: Fostering the creativity of university teachers: A blind spot in higher engineering education?, Proceedings of 2015 International Conference on Interactive Collaborative Learning, ICL 2015, pp. 137-140, (2015)
3 Isabekov, Asylbek, Project-Based Learning to Develop Creative Abilities in Students, Technical and Vocational Education and Training, 28, pp. 43-49, (2018)
4 Schack, Tim, Signal processing projects at technische universit&auml
5 t darmstadt: How to engage undergraduate students in signal processing practice, IEEE Signal Processing Magazine, 34, 1, pp. 16-30, (2017)
6 Currency, (2013)
7 Font, Frederic, Freesound technical demo, MM 2013 - Proceedings of the 2013 ACM Multimedia Conference, pp. 411-412, (2013)
8 Li, Tao, Using discriminant analysis for multi-class classification: An experimental investigation, Knowledge and Information Systems, 10, 4, pp. 453-472, (2006)
9 López, David, Using service learning for improving student attraction and engagement in STEM studies, Proceedings of the 45th SEFI Annual Conference 2017 - Education Excellence for Sustainability, SEFI 2017, pp. 1053-1060, (2017)
10 Amitai, Eyal, Underwater acoustic measurements of rainfall, Precipitation: Advances in Measurement, Estimation and Prediction, pp. 343-363, (2008)
11 Bedoya, Carol L., Automatic identification of rainfall in acoustic recordings, Ecological Indicators, 75, pp. 95-100, (2017)
Quick Actions
Full Text via DOI
Citation Metrics
5
Times Cited (Scopus)

References 11
Document Identifiers