319 search results - page 4 / 64 » Convergence rates of consensus algorithms in stochastic netw... |
GLOBECOM
2009
IEEE
13 years 9 months ago
2009
IEEE
We consider the effect of network throughput on the convergence of a specific class of distributed averaging algorithms, called consensus algorithms. These algorithms rely on itera...
CDC
2010
IEEE
13 years 24 days ago
2010
IEEE
Convergence analysis of consensus algorithms is revisited in the light of the Hilbert distance. The Lyapunov function used in the early analysis by Tsitsiklis is shown to be the Hi...
JOTA
2010
13 years 4 months ago
2010
We consider a distributed multi-agent network system where the goal is to minimize a sum of agent objective functions subject to a common set of constraints. For this problem, we p...
CDC
2010
IEEE
13 years 24 days ago
2010
IEEE
This paper considers consensus problems with delayed noisy measurements, and stochastic approximation is used to achieve mean square consensus. For stochastic approximation based c...
CORR
2007
Springer
13 years 5 months ago
2007
Springer
—In a sensor network, in practice, the communication among sensors is subject to: 1) errors that can cause failures of links among sensors at random times; 2) costs; and 3) const...