We analyze a class of distributed quantized consensus algorithms for arbitrary networks. In the initial setting, each node in the network has an integer value. Nodes exchange their current estimate of the mean value in the network, and then update their estimation by communicating with their neighbors in a limited capacity channel in an asynchronous clock setting. Eventually, all nodes reach consensus with quantized precision. We start the analysis with a special case of a distributed binary voting algorithm, then proceed to the expected convergence time for the general quantized consensus algorithm proposed by Kashyap et al. We use the theory of electric networks, random walks, and couplings of Markov chains to derive an O(N3 logN) upper b...
Abstract — Probabilistically quantized distributed averaging (PQDA) is a fully decentralized algorit...
This paper is concerned with the distributed averaging problem over a given undirected graph. To ena...
We have recently proposed quantized gossip algorithms which solve the consensus and averaging proble...
We analyze a class of distributed quantized consensus algorithms for arbitrary networks. In the init...
We analyze a class of distributed quantized consensus algorithms for arbitrary static networks. In t...
Abstract—The problem addressed in this paper is the analysis of a distributed consensus algorithm fo...
We revisit the quantized consensus problem on undirected connected graphs, and obtain some strong re...
1Abstract – We consider the speed of convergence of an instance of the binary interval consensus, a ...
This paper deals with the distributed averaging problem over a connected network of agents, subject ...
The paper studies the problem of distributed average consensus in sensor networks with quantized dat...
This paper deals with the distributed averaging problem over a connected network of agents, subject ...
This paper considers the average consensus problem on a network of digital links, and proposes a set...
Quantized consensus assumes that the state of each node may only take nonnegative integer values. Re...
This paper considers the average consensus problem on a network of digital links, and proposes a set...
This paper is concerned with the distributed averaging problem subject to a quantization constraint...
Abstract — Probabilistically quantized distributed averaging (PQDA) is a fully decentralized algorit...
This paper is concerned with the distributed averaging problem over a given undirected graph. To ena...
We have recently proposed quantized gossip algorithms which solve the consensus and averaging proble...
We analyze a class of distributed quantized consensus algorithms for arbitrary networks. In the init...
We analyze a class of distributed quantized consensus algorithms for arbitrary static networks. In t...
Abstract—The problem addressed in this paper is the analysis of a distributed consensus algorithm fo...
We revisit the quantized consensus problem on undirected connected graphs, and obtain some strong re...
1Abstract – We consider the speed of convergence of an instance of the binary interval consensus, a ...
This paper deals with the distributed averaging problem over a connected network of agents, subject ...
The paper studies the problem of distributed average consensus in sensor networks with quantized dat...
This paper deals with the distributed averaging problem over a connected network of agents, subject ...
This paper considers the average consensus problem on a network of digital links, and proposes a set...
Quantized consensus assumes that the state of each node may only take nonnegative integer values. Re...
This paper considers the average consensus problem on a network of digital links, and proposes a set...
This paper is concerned with the distributed averaging problem subject to a quantization constraint...
Abstract — Probabilistically quantized distributed averaging (PQDA) is a fully decentralized algorit...
This paper is concerned with the distributed averaging problem over a given undirected graph. To ena...
We have recently proposed quantized gossip algorithms which solve the consensus and averaging proble...