11 citations · 11 across the 4 of their papers we have counts for
4 papers · 1 filter
Distributed Adaptive Spatial Filtering with Inexact Local Solvers
Charles Hovine, Alexander Bertrand
The Distributed Adaptive Signal Fusion (DASF) framework is a meta-algorithm for computing data-driven spatial filters in a distributed sensing platform with limited bandwidth and c…
A Distributed Adaptive Algorithm for Non-Smooth Spatial Filtering Problems in Wireless Sensor Networks
Charles Hovine, Alexander Bertrand
A wireless sensor network often relies on a fusion center to process the data collected by each of its sensing nodes. Such an approach relies on the continuous transmission of raw…
A Distributed Adaptive Algorithm for Non-Smooth Spatial Filtering Problems
Charles Hovine, Alexander Bertrand
Computing the optimal solution to a spatial filtering problems in a Wireless Sensor Network can incur large bandwidth and computational requirements if an approach relying on data…
A Unified Algorithmic Framework for Distributed Adaptive Signal and Feature Fusion Problems -- Part II: Convergence Properties
Cem Ates Musluoglu, Charles Hovine, Alexander Bertrand
This paper studies the convergence conditions and properties of the distributed adaptive signal fusion (DASF) algorithm, the framework itself having been introduced in a `Part I' c…