Name
Title | ||
|---|---|---|
Adaptation with reduced-size message pass to precoder selection in multi-cell MIMO systems |
Abstract | ||
|---|---|---|
This paper addresses the optimization of a multicell network where each cell needs to select precoding matrices for beamforming in a distributed way. A modified version of the adaptive min-sum algorithm that considers reduced-size messages in the message-passing procedure is proposed. The message-passing technique, where each message is reduced to convey only part of usual information, is applied to maximize the system throughput leading to a faster adaptation procedure. Simulation results show this reduction leads to a small average performance loss in system throughput of approximately 6%, while generally reduces the message size in about 73%. Also, the proposed method still outperforms the baseline greedy technique. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1109/SAM.2016.7569689 | 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) |
Keywords | Field | DocType |
reduced-size message passing,precoder selection matrices,multicell MIMO systems,distributed beamforming,adaptive min-sum algorithm,baseline greedy technique | Beamforming,Mimo systems,Mathematical optimization,3G MIMO,Computer science,Matrix (mathematics),Algorithm,MIMO,Real-time computing,Throughput,Precoding,Message size | Conference |
ISBN | Citations | PageRank |
978-1-5090-2104-8 | 0 | 0.34 |
References | Authors | |
7 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Igor M. Guerreiro | 1 | 8 | 3.62 |
| Charles Casimiro Cavalcante | 2 | 45 | 14.78 |
| Dennis Hui | 3 | 42 | 9.38 |