English

Joint Cooperation and Multi-Hopping Increase the Capacity of Wireless Networks

Networking and Internet Architecture 2008-05-26 v1 Information Theory math.IT

Abstract

The problem of communication among nodes in an \emph{extended network} is considered, where radio power decay and interference are limiting factors. It has been shown previously that, with simple multi-hopping, the achievable total communication rate in such a network is at most Θ(N)\Theta(\sqrt{N}). In this work, we study the benefit of node cooperation in conjunction with multi-hopping on the network capacity. We propose a multi-phase communication scheme, combining distributed MIMO transmission with multi-hop forwarding among clusters of nodes. We derive the network throughput of this communication scheme and determine the optimal cluster size. This provides a constructive lower bound on the network capacity. We first show that in \textit{regular networks} a rate of ω(N2/3)\omega(N^{{2/3}}) can be achieved with transmission power scaling of Θ(Nα61/3)\Theta(N^{\frac{\alpha}{6}-{1/3}}), where α>2\alpha>2 is the signal path-loss exponent. We further extend this result to \textit{random networks}, where we show a rate of ω(N2/3(logN)(2α)/6)\omega (N^{2/3}(\log{N})^{(2-\alpha)/6}) can be achieved with transmission power scaling of Θ(Nα/61/3(logN)(α2)2/6)\Theta(N^{\alpha/6-1/3}(\log{N})^{-(\alpha-2)^2/6}) in a random network with unit node density. In particular, as α\alpha approaches 2, only constant transmission power is required. Finally, we study a random network with density λ=Ω(logN)\lambda=\Omega(\log{N}) and show that a rate of ω((λN)2/3)\omega((\lambda N)^{2/3}) is achieved and the required power scales as Θ(Nα/61/3/λα/32/3)\Theta(N^{\alpha/6-1/3}/\lambda^{\alpha/3-2/3}).

Keywords

Cite

@article{arxiv.0805.3569,
  title  = {Joint Cooperation and Multi-Hopping Increase the Capacity of Wireless Networks},
  author = {Sam Vakil and Ben Liang},
  journal= {arXiv preprint arXiv:0805.3569},
  year   = {2008}
}

Comments

11 pages; preliminary version in IEEE SECON 2008