Tavoitteenamme on tehdä huipputason signaalinkäsittelyn tutkimusta keskittymällä monimuuttuja- ja moniulotteisten signaalien sekä hajautettujen järjestelmien signaalinkäsittelyn perusteoriaan ja -menetelmiin.
statistical estimation and detection theory
data science
optimisation theory
information theory
communication theory
machine learning and harmonic analysis.
sensor array signal processing
advanced radar systems
high-volume and high-dimensional data analysis (Big Data)
future wireless communication systems and networks
agile spectrum use
wireless localisation
cyber-physical systems, such as smart grids
security applications
automatic signal recognition and classification.
developing new optimal and highly reliable signal processing algorithms
establishing their theoretical properties as well as finding computationally efficient solutions for practical signal processing tasks at hand.