Name
Title | ||
|---|---|---|
Diffusion-Based Adaptive Distributed Detection: Steady-State Performance in the Slow Adaptation Regime. |
Abstract | ||
|---|---|---|
This paper examines the close interplay between cooperation and adaptation for distributed detection schemes over fully decentralized networks. The combined attributes of cooperation and adaptation are necessary to enable networks of detectors to continually learn from streaming data and to continually track drifts in the state of nature when deciding in favor of one hypothesis or another. The res... |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1109/TIT.2016.2580665 | IEEE Transactions on Information Theory |
Keywords | Field | DocType |
Adaptive systems,Estimation,Heuristic algorithms,Context,Steady-state,Detectors,Distributed databases | Statistical physics,Discrete mathematics,False alarm,Expression (mathematics),Control theory,Adaptive system,Computer science,Exponential decay,Gaussian,Large deviations theory,Steady state,Exponential growth | Journal |
Volume | Issue | ISSN |
62 | 8 | 0018-9448 |
Citations | PageRank | References |
11 | 0.51 | 29 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Vincenzo Matta | 1 | 338 | 40.78 |
| Paolo Braca | 2 | 467 | 46.44 |
| Stefano Maranò | 3 | 371 | 40.52 |
| Ali H. Sayed | 4 | 9134 | 667.71 |