Sep 11, 2008 · Download a PDF of the paper titled Randomized Distributed Configuration Management of Wireless Networks: Multi-layer Markov Random Fields ...

We analyze the trade-off between an approximation error and complexity, and derive sufficient conditions on the near-optimality of the local model. We validate ...

Randomized Distributed Configuration Management of Wireless Networks: Multi-layer Markov Random Fields and Near-Optimality · 12 Citations · 36 References.

Sep 11, 2008 · Abstract—Distributed configuration management is imperative for wireless infrastructureless networks where each node adjusts.

Abstract This work studies the near-optimality versus the complexity of distributed configuration management for wireless networks.

A nearly-optimal distributed algorithm is derived using the probabilistic inference based on the derived network model that belongs to a class of coupled ...

Apr 25, 2024 · Randomized Distributed Configuration Management of Wireless Networks: Multi-layer Markov Random Fields and Near-Optimality. CoRR abs ...

This work studies the near-optimality versus the complexity of distributed configuration management for wireless networks. We first develop a global ...

Apr 25, 2024 · Randomized Distributed Configuration Management of Wireless Networks: Multi-layer Markov Random Fields and Near-Optimality. CoRR abs ...

In this paper, we present a new general framework allowing sensor networks design using Random Markov Fields (MRF) theory. We explain how the principles ...