Distributed Projection Approximation Subspace Tracking based on consensus propagation

@article{Reyes2009DistributedPA,
  title={Distributed Projection Approximation Subspace Tracking based on consensus propagation},
  author={Carolina Reyes and Thibault Hilaire and C. F. Mecklenbrauker},
  journal={2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},
  year={2009},
  pages={340-343}
}
We develop and investigate a distributed algorithm for signal subspace tracking with a wireless sensor network without the need for a fusion center, in order to improve the robustness and scalability. We assume that all sensor nodes may broadcast messages to sensors in their neighborhood defined by a finite (small) communication radius. To this aim, we start from projection approximation subspace tracking (PAST) which is a well-investigated algorithm suitable for implementation in a fusion… CONTINUE READING
Highly Cited
This paper has 17 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 13 extracted citations

Similar Papers

Loading similar papers…