Asymptotic distributions of the signal-to-interference ratios of LMMSE detection in multiuser communications
Pan, Guang-Ming ; Guo, Mei-Hui ; Zhou, Wang
Ann. Appl. Probab., Tome 17 (2007) no. 1, p. 181-206 / Harvested from Project Euclid
Let $\mathbf{s}_{k}=\frac{1}{\sqrt{N}}(v_{1k},\ldots,v_{Nk})^{T}$ , k=1, …, K, where {vik, i, k=1, …} are independent and identically distributed random variables with Ev11=0 and Ev112=1. Let Sk=(s1, …, sk−1, sk+1, …, sK), Pk=diag (p1, …, pk−1, pk+1, …, pK) and βk=pkskT(SkPkSkT2I)−1sk, where pk≥0 and the βk is referred to as the signal-to-interference ratio (SIR) of user k with linear minimum mean-square error (LMMSE) detection in wireless communications. The joint distribution of the SIRs for a finite number of users and the empirical distribution of all users’ SIRs are both investigated in this paper when K and N tend to infinity with the limit of their ratio being positive constant. Moreover, the sum of the SIRs of all users, after subtracting a proper value, is shown to have a Gaussian limit.
Publié le : 2007-02-14
Classification:  Random quadratic forms,  SIR,  random matrices,  empirical distribution,  Stieltjes transform,  central limit theorems,  15A52,  62P30,  60F05,  62E20
@article{1171377181,
     author = {Pan, Guang-Ming and Guo, Mei-Hui and Zhou, Wang},
     title = {Asymptotic distributions of the signal-to-interference ratios of LMMSE detection in multiuser communications},
     journal = {Ann. Appl. Probab.},
     volume = {17},
     number = {1},
     year = {2007},
     pages = { 181-206},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1171377181}
}
Pan, Guang-Ming; Guo, Mei-Hui; Zhou, Wang. Asymptotic distributions of the signal-to-interference ratios of LMMSE detection in multiuser communications. Ann. Appl. Probab., Tome 17 (2007) no. 1, pp.  181-206. http://gdmltest.u-ga.fr/item/1171377181/