Three more Decades in Array Signal Processing Research: An Optimization and Structure Exploitation Perspective

no code implementations • 26 Oct 2022 • Marius Pesavento, Minh Trinh-Hoang, Mats Viberg

Inspired by the seminal review paper Two Decades of Array Signal Processing Research: The Parametric Approach by Krim and Viberg published in the IEEE Signal Processing Magazine, we are looking back at another three decades in Array Signal Processing Research under the classical narrowband array processing model based on second order statistics.

Indoor Localization Super-Resolution

Decentralized Eigendecomposition for Online Learning over Graphs with Applications

no code implementations • 2 Sep 2022 • Yufan Fan, Minh Trinh-Hoang, Cemil Emre Ardic, Marius Pesavento

Then, we investigate the online computation of the spectra of the graph Laplacian that is important in, e. g., Graph Fourier Analysis and graph dependent filter design.