DocumentCode
417827
Title
On the maximum achievable rates in wireless meshed networks: centralized versus decentralized solutions
Author
Scutari, G. ; Barbarossa, S. ; Ludovici, D.
Author_Institution
INFOCOM Dept., Univ. of Rome, Italy
Volume
4
fYear
2004
fDate
17-21 May 2004
Abstract
In this work we provide the optimal coding strategy for meshed wireless networks, where more links are active simultaneously, assuming as optimality criterion the rates of all the links. We formulate the rate maximization problem as a multi-objective optimization problem (MOP). Assuming a multi-carrier modulation for each user, we show how to allocate the power of each user optimally according to a centralized power distribution algorithm. We also propose a decentralized (suboptimal) but simpler algorithm, based on the idea of Nash equilibrium (NE). Finally, we compare the two strategies showing that the loss, in terms of information rate, of the decentralized strategy based on the iterative water-filling algorithm can be very small with respect to the optimal centralized solution, as the distance between the interfering links is just a few times the distance of each link, thus making the decentralized approach a viable solution.
Keywords
ad hoc networks; channel coding; iterative methods; modulation coding; optimisation; power control; Nash equilibrium; centralized solutions; decentralized solutions; information rate loss; iterative water-filling algorithm; maximum achievable rates; multi-carrier modulation; multi-objective optimization problem; optimal coding strategy; optimality criterion; power allocation; power distribution algorithm; rate maximization problem; wireless meshed networks; Electronic mail; Information rates; Intelligent networks; Interference; Iterative algorithms; Iterative methods; Nash equilibrium; Power distribution; Wireless mesh networks; Wireless networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8484-9
Type
conf
DOI
10.1109/ICASSP.2004.1326891
Filename
1326891
Link To Document