Name
Title | ||
|---|---|---|
Statistical Analysis of Steepest Descend and LMS Detection Algorithms for MIMO Systems. |
Abstract | ||
|---|---|---|
We study the performance of steepest descent (SD) and least mean square (LMS) algorithms applied to linear detection for multiple-input multiple-output (MIMO) systems in a correlated Rayleigh fading environment. By using random matrix theory, we first study stability for a fixed step size parameter. Then, we consider two always-stable channel-adaptive strategies for the choice of the step size and... |
Year | DOI | Venue |
|---|---|---|
2011 | 10.1109/TVT.2011.2170185 | IEEE Transactions on Vehicular Technology |
Keywords | Field | DocType |
MIMO,Fading channels,Least squares approximation,Receiving antennas,Signal to noise ratio,Eigenvalues and eigenfunctions | Least squares,Least mean squares filter,Gradient descent,Rayleigh fading,Fading,Signal-to-noise ratio,Algorithm,MIMO,Electronic engineering,Mathematics,Random matrix | Journal |
Volume | Issue | ISSN |
60 | 9 | 0018-9545 |
Citations | PageRank | References |
1 | 0.35 | 6 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Alberto Zanella | 1 | 1 | 0.69 |
| Marco Chiani | 2 | 1869 | 134.93 |
| M. Z. Win | 3 | 7517 | 1149.72 |