Antonio G. Marques

Antonio G. Marques is a Full Professor at the Department of Signal Theory and Communications, King Juan Carlos University, Madrid, Spain. With a doctorate from Carlos III University of Madrid (2007), his career spans over 15 years at URJC with extended visiting roles at the University of Minnesota (2005-2015), University of Pennsylvania (2015-2017), and Rice University.

• PhD in Telecommunications Engineering (Carlos III University of Madrid, 2007)
• Telecommunications Engineering degree (Carlos III University of Madrid, 2002)

His research focuses on stochastic signal processing, machine learning, and nonlinear optimization applied to graph/network theory. Key application domains include:

• Wireless communications
• Smart grids
• Social networks
• Transportation systems
• Biomedical signal analysis
• Dynamic resource allocation

The DSSP research group he leads has produced over 200 JCR publications and 500+ conference contributions, with special emphasis on graph signal processing and stochastic optimization in interconnected systems.

Scientific Recognition:

• 2020 EURASIP Early Career Award
• IEEE Signal Processing Society Young Author Best Paper Award
• IEEE SSP 2016 Best Paper Award
• IEEE SAM 2016 Best Paper Award

As an educator, he supervises 4 active PhD students and has developed advanced signal processing curricula for multiple engineering programs. His interdisciplinary collaborations span institutions across USA, UK, Netherlands, and Sweden.