Name
Title | ||
|---|---|---|
MIMO B-MAC Interference Network Optimization Under Rate Constraints by Polite Water-Filling and Duality |
Abstract | ||
|---|---|---|
We take two new approaches to design efficient algorithms for transmitter optimization under rate constraints in order to guarantee the Quality of Service for MIMO B-MAC interference networks. A B-MAC network is a generalized interference network that is a combination of multiple interfering broadcast channels (BC) and multiaccess channels (MAC). Two related optimization problems, maximizing the minimum of weighted rates under a sum-power constraint and minimizing the sum-power under rate constraints, are considered. The first approach takes advantage of existing algorithms for SINR problems by building a bridge between rate and SINR through the design of optimal mappings between them. The second approach exploits the polite water-filling structure, which is the network version of water-filling satisfied by all the Pareto optimal input of a large class of achievable regions of B-MAC networks. It replaces most generic optimization algorithms currently used for such networks and reduces the complexity while demonstrating superior performance even in non-convex cases. Both centralized and distributed algorithms are designed and the performance is analyzed in addition to numeric examples. |
Year | DOI | Venue |
|---|---|---|
2010 | 10.1109/TSP.2010.2088394 | IEEE Transactions on Signal Processing |
Keywords | DocType | Volume |
polite water-filling,transmitter optimization,distributed algorithms,broadcast channels,radio transmitters,centralized algorithms,weighted rate,network version,sinr,transmitter,b-mac,quality of service,duality,generic optimization,interference network,related optimization problem,rate constraints,pareto optimal input,pareto optimisation,mimo communication,optimization,mimo b-mac interference network,generalized interference network,pareto optimal,b-mac network,rate constraint,interference suppression,multiaccess channels,duality (mathematics),mimo,multicast communication,encoding,algorithm design and analysis,interference cancellation,optimization problem,duality mathematics,signal to noise ratio,distributed algorithm | Journal | 59 |
Issue | ISSN | Citations |
1 | 1053-587X | 14 |
PageRank | References | Authors |
0.82 | 21 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| An Liu | 1 | 115 | 4.71 |
| Youjian Liu | 2 | 605 | 49.82 |
| Haige Xiang | 3 | 154 | 30.35 |
| Wu Luo | 4 | 153 | 16.38 |