Distributed Rate Allocation for Network-coded Systems. Jafarian, A., Lee, S. H., Vishwanath, S., & Fragouli, C. In Sensor, Mesh and Ad Hoc Communications and Networks Workshops, 2009. SECON Workshops '09. 6th Annual IEEE Communications Society Conference on, pages 1–6, June, 2009. doi abstract bibtex This paper addresses the problem of distributed rate allocation for a class of multicast networks employing linear network coding. The goal is to minimize the cost (for example, the sum rates allocated to each link in the network) while satisfying a multicast rate requirement for each destination in the network. In essence, this paper aims to achieve network capacity while ensuring that the cost of operation (equivalently, the rate allocated per link in the network) is minimal. This paper uses a belief propagation framework to obtain a distributed algorithm for the rate allocation problem. Simulation results are presented to demonstrate the convergence of this algorithm to the optimal rate allocation solution.
@inproceedings{jafarian_distributed_2009,
abstract = {This paper addresses the problem of distributed rate allocation for a class of multicast networks employing linear network coding. The goal is to minimize the cost (for example, the sum rates allocated to each link in the network) while satisfying a multicast rate requirement for each destination in the network. In essence, this paper aims to achieve network capacity while ensuring that the cost of operation (equivalently, the rate allocated per link in the network) is minimal. This paper uses a belief propagation framework to obtain a distributed algorithm for the rate allocation problem. Simulation results are presented to demonstrate the convergence of this algorithm to the optimal rate allocation solution.},
type={4},
author = {Jafarian, A. and Lee, Sang Hyun and Vishwanath, S. and Fragouli, C.},
booktitle = {Sensor, {Mesh} and {Ad} {Hoc} {Communications} and {Networks} {Workshops}, 2009. {SECON} {Workshops} '09. 6th {Annual} {IEEE} {Communications} {Society} {Conference} on},
doi = {10.1109/sahcnw.2009.5172929},
keywords = {cost minimization, distributed algorithm, distributed algorithms, distributed rate allocation, linear codes, linear network coding, minimisationbelief propagation framework, multicast network, network capacity, network-coded system},
month = {June},
pages = {1--6},
tags = {wireless},
title = {Distributed {Rate} {Allocation} for {Network}-coded {Systems}},
year = {2009}
}
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