DocumentCode
17517
Title
Throughput Optimization in Wireless Networks Under Stability and Packet Loss Constraints
Author
Nardelli, Pedro. H. J. ; Kountouris, Marios ; Cardieri, Paulo ; Latva-aho, Matti
Author_Institution
Center for Wireless Commun., Univ. of Oulu, Oulu, Finland
Volume
13
Issue
8
fYear
2014
fDate
Aug. 2014
Firstpage
1883
Lastpage
1895
Abstract
The problem of throughput optimization in decentralized wireless networks with spatial randomness under queue stability and packet loss constraints is investigated in this paper. Two key performance measures are analyzed, namely the effective link throughput and the network spatial throughput. Specifically, the tuple of medium access probability, coding rate, and maximum number of retransmissions that maximize each throughput metric is analytically derived for a class of Poisson networks, in which packets arrive at the transmitters following a geometrical distribution. Necessary conditions so that the effective link throughput and the network spatial throughput are stable and achievable under bounded packet loss are determined, as well as upper bounds for both cases by considering the unconstrained optimization problem. Our results show in which system configuration stable achievable throughput can be obtained as a function of the network density and the arrival rate. They also evince conditions for which the per-link throughput-maximizing operating points coincide or not with the aggregate network throughput-maximizing operating regime.
Keywords
ad hoc networks; optimisation; stochastic processes; Poisson networks; decentralized wireless networks; geometrical distribution; link throughput; medium access probability; network spatial throughput; per-link throughput-maximizing operating points; throughput optimization; unconstrained optimization problem; Loss measurement; Optimization; Throughput; Wireless networks; Ad hoc networks; Communication/Networking and Information Technology; Computer Systems Organization; Design studies; Distributed Systems; Information Technology and Systems; Models and Principles; Network Architecture and Design; Network operating systems; Performance of Systems; Poisson point process; Systems and Information Theory; Wide-area networks; Wireless; Wireless communication; interference; queue stability; spatial throughput; stochastic geometry;
fLanguage
English
Journal_Title
Mobile Computing, IEEE Transactions on
Publisher
ieee
ISSN
1536-1233
Type
jour
DOI
10.1109/TMC.2013.49
Filename
6497439
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