Genomic signal processing (GSP) is an interdisciplinary field that integrates methodologies from digital signal processing with genomics to elucidate the underlying structure of DNA. Central to this ...
Audio signal processing has experienced rapid evolution in recent years, driven largely by developments in deep learning. Modern approaches now harness neural network architectures to extract ...
Support vector machines improve classification by mapping inseparable signals into higher-dimensional spaces. Random forest ...
Matthew Bird has previously received funding from the Department of Defense. The views expressed in this manuscript are those of the author and do not necessarily reflect the views, opinions, or ...
Physics-informed modelling and sensing algorithms for environment reconstruction in 6G ISAC networks
Future 6G wireless networks will not only transmit data but will also be able to sense and understand their surrounding environment using the same radio signals. This PhD project will develop new ...
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