Title :
Energy efficient network-flow-based algorithm for multiuser multicarrier systems
Author :
Joung, Jingon ; Yuan, Dongfeng ; Ho, Chin Keong ; Sun, Sen
Author_Institution :
Inst. for Infocomm Res. (I2R), A*STAR, Singapore, Singapore
fDate :
6/1/2012 12:00:00 AM
Abstract :
The resource allocation problem of minimising transmission power with per user rate constraint is studied for energy efficiency of multiuser multicarrier systems. The authors introduce an algorithm that deploys a flow-based decomposition strategy, called the network-flow-based algorithm (NFBA), to circumvent the NP-hard complexity of the resource allocation problem. The authors prove global optimality of the algorithm for the case of a flat-fading channel. For the general frequency selective channel, the flow size is adjusted adaptively to minimise the transmission power. Also, a compact integer programming formulation is developed to provide tight lower and upper bounds of the minimum power. Numerical results show that the authors´ proposed NFBA achieves near-optimal performance with polynomial complexity even for large-scale systems.
Keywords :
communication complexity; fading channels; integer programming; multi-access systems; resource allocation; NFBA; NP-hard complexity; energy efficient network-flow-based algorithm; flat-fading channel; flow size; flow-based decomposition strategy; frequency selective channel; global optimality; integer programming; large-scale system; multiuser multicarrier system; near-optimal performance; per user rate constraint; polynomial complexity; resource allocation; transmission power minimisation;
Journal_Title :
Networks, IET
DOI :
10.1049/iet-net.2012.0007