270 citations · 1.5k across the 31 of their papers we have counts for
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Simultaneous Distributed Sensor Self-Localization and Target Tracking Using Belief Propagation and Likelihood Consensus
Florian Meyer, Erwin Riegler, Ondrej Hlinka +1
We introduce the framework of cooperative simultaneous localization and tracking (CoSLAT), which provides a consistent combination of cooperative self-localization (CSL) and distri…
The RKHS Approach to Minimum Variance Estimation Revisited: Variance Bounds, Sufficient Statistics, and Exponential Families
Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch
The mathematical theory of reproducing kernel Hilbert spaces (RKHS) provides powerful tools for minimum variance estimation (MVE) problems. Here, we extend the classical RKHS based…
Compressive Spectral Estimation for Nonstationary Random Processes
Alexander Jung, Georg Tauböck, Franz Hlawatsch
Estimating the spectral characteristics of a nonstationary random process is an important but challenging task, which can be facilitated by exploiting structural properties of the…