Title :
Comparative study of joint-detection techniques for TD-CDMA based mobile radio systems
Author :
Vollmer, Marius ; Haardt, Martin ; Götze, Jürgen
Author_Institution :
Inf. & Commun. Mobile, Siemens AG, Munich, Germany
fDate :
8/1/2001 12:00:00 AM
Abstract :
Third-generation mobile radio systems use time division-code division multiple access (TD-CDMA) in their time division duplex (TDD) mode. Due to the time division multiple access (TDMA) component of TD-CDMA, joint (or multi-user) detection techniques can be implemented with a reasonable complexity. Therefore, joint-detection will already be implemented in the first phase of the system deployment to eliminate the intracell interference. In a TD-CDMA mobile radio system, joint-detection is performed by solving a least squares problem, where the system matrix has a block-Sylvester structure. We present and compare several techniques that reduce the computational complexity of the joint-detection task even further by exploiting this block-Sylvester structure and by incorporating different approximations. These techniques are based on the Cholesky factorization, the Levinson algorithm, the Schur algorithm, and on Fourier techniques, respectively. The focus of this paper is on Fourier techniques since they have the smallest computational complexity and achieve the same performance as the joint-detection algorithm that does not use any approximations. Similar to the well-known implementation of fast convolutions, the resulting Fourier-based joint-detection scheme also uses a sequence of fast Fourier transforms (FFTs) and overlapping. It is well suited for the implementation on parallel hardware architectures
Keywords :
Toeplitz matrices; code division multiple access; computational complexity; fast Fourier transforms; interference suppression; land mobile radio; least squares approximations; matrix decomposition; multiuser channels; radiofrequency interference; signal detection; time division multiple access; Cholesky factorization; FFT; Fourier techniques; Fourier-based joint-detection; Levinson algorithm; Schur algorithm; TD-CDMA mobile radio system; TDD mode; TDMA; UMTS terrestrial radio access; UTRA; approximations; block-Sylvester structure; block-toeplitz matrices; computational complexity reduction; fast Fourier transforms; fast convolution; intracell interference elimination; joint detection; joint-detection algorithm; least squares problem; multiuser detection; overlapping; parallel hardware architecture; spatial-temporal processing; system matrix; third-generation mobile radio systems; time division duplex mode; time division multiple access; time division-code division multiple access; Computational complexity; Fast Fourier transforms; Frequency; Information processing; Land mobile radio; Least squares approximation; Mobile communication; Multiaccess communication; Multiple access interference; Time division multiple access;
Journal_Title :
Selected Areas in Communications, IEEE Journal on