3 papers
cs.LG2023
Complex-valued Adaptive System Identification via Low-Rank Tensor Decomposition
Oliver Ploder, Christina Auer, Oliver Lang +2
Machine learning (ML) and tensor-based methods have been of significant interest for the scientific community for the last few decades. In a previous work we presented a novel tens…
math.ST2023
Enhanced Nonlinear System Identification by Interpolating Low-Rank Tensors
Christina Auer, Thomas Paireder, Oliver Ploder +2
Function approximation from input and output data is one of the most investigated problems in signal processing. This problem has been tackled with various signal processing and ma…
eess.SP2018
A Robust Nonlinear RLS Type Adaptive Filter for Second-Order-Intermodulation Distortion Cancellation in FDD LTE and 5G Direct Conversion Transceivers
Andreas Gebhard, Oliver Lang, Michael Lunglmayr +7
Transceivers operating in frequency division duplex experience a transmitter leakage (TxL) signal into the receiver due to the limited duplexer stop-band isolation. This TxL signal…