Title : 
Asymptotic eigenvalue moments for linear multiuser detection
         
        
            Author : 
Li, Linbo ; Tulino, Antonia M. ; Verdú, Sergio
         
        
            Author_Institution : 
Dept. of Electr. Eng., Princeton Univ., NJ, USA
         
        
        
        
        
        
            Abstract : 
Using the theory of lattices of non-crossing partitions, an explicit expression is obtained for the asymptotic moments of certain infinite random matrices that arise in multiuser detection in DS-CDMA systems with random spreading. By using this explicit expression, we obtain a self-contained proof of the Tse-Hanly formula for the output signal-to-interference-plus-noise ratio of a MMSE multiuser detector. The asymptotic moment results are used to design a low-complexity polynomial approximation of a linear multiuser detector. Analytical and numerical results of their performance analysis are also given.
         
        
            Keywords : 
code division multiple access; eigenvalues and eigenfunctions; least mean squares methods; multiuser channels; polynomial approximation; signal detection; spread spectrum communication; DS-CDMA systems; MMSE multiuser detector; Tse-Hanly formula; asymptotic eigenvalue moments; infinite random matrices; lattices of noncrossing partitions; linear multiuser detection; low-complexity polynomial approximation; output signal-to-interference-plus-noise ratio; random spreading; Detectors; Ear; Eigenvalues and eigenfunctions; Lattices; Multiaccess communication; Multiuser detection; Performance analysis; Performance gain; Polynomials; Random variables;
         
        
        
        
            Conference_Titel : 
Signals, Systems and Computers, 2001. Conference Record of the Thirty-Fifth Asilomar Conference on
         
        
            Conference_Location : 
Pacific Grove, CA, USA
         
        
        
            Print_ISBN : 
0-7803-7147-X
         
        
        
            DOI : 
10.1109/ACSSC.2001.987677