2022
Joint Model Order Estimation for Multiple Tensors with A Coupled Mode and Applications to the Joint Decomposition of EEG, MEG Magnetometer, and Gradiometer Tensors
Bilal Ahmad, Liana Khamidullina, Alexey Alexandrovich Korobkov, Alla Manina, Jens Haueisen, Martin Haardt
ICASSP 2022accepted
The efficient estimation of an approximate model order is essential for applications with multidimensional data if the observed low-rank data is corrupted by additive noise. Certain signal processing applications such as biomedical studies, where the data are collected simultaneously through heterog…