Iterative Multiuser Detection for Turbo Coded Synchronous CDMA inGaussian and Non - Gaussian Impulsive

نویسندگان

  • Yumin Zhang
  • Rick S. Blum
چکیده

| In this paper, we develop an iterative multiuser receiver for decoding Turbo coded synchronous CDMA signals in both Gaussian and non-Gaussian noise. A soft-input soft-output non-linear multiuser detector is combined with a set of single user channel decoders in an iterative detec-tion/decoding structure. The non-linear multiuser detector utilizes the prior probabilities of each user's bits to form soft estimates used for multiple access interference cancellation. The channel decoders perform Turbo code decoding and produce posterior probabilities which are fed back to the multiuser detector for use as prior probabilities. Simulation results show that the proposed multiuser receiver performs well in both Gaussian and non-Gaussian noise. In particular, single user Turbo code performance can be approached within a few iterations with medium to low cross-correlation (0:5). I. Introduction Recently, there has been growing interest in the communications community in studying the combination of forward error correction (FEC) techniques and multiuser detection 1]]2]. Similarly, Turbo codes have received a great deal of attention since their introduction. By exchanging the \extrinsic information" between two \constituent decoders", the typical decoder employed for Turbo codes iteratively reduces the decoding error 3]. This iterative decoding structure (\Turbo principle") can also be utilized in other applications 4] and has stimulated research on iterative decoding of convolution-ally coded CDMA signals 5]-8]. Although the \Turbo prin-ciple" has been a focus of a number of researchers, there has been only limited research on using Turbo codes in CDMA systems 9]. Most of the past research assumes that the channel noise is Gaussian. Multiuser detection in non-Gaussian noise still remains a largely unexplored area. In this paper, we develop a low-complexity parallel interference cancellation (PIC) algorithm for multiuser detection of Turbo coded synchronous CDMA signals in correlated Gaus-sian and non-Gaussian noise. Our work is most related to 8] and 13], although Turbo codes were not considered in either of these papers. Our iterative detection/decoding structure is similar to that of 8]. However our approach has much lower complexity than 8], yet our approach provides similar

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Iterative multiuser detection for turbo-coded synchronous CDMA in Gaussian and non-Gaussian impulsive noise

In this paper, we develop an iterative multiuser receiver for decoding Turbo coded synchronous CDMA signals in both Gaussian and non-Gaussian noise. A soft-input soft-output non-linear multiuser detector is combined with a set of single user channel decoders in an iterative detection/decoding structure. The non-linear multiuser detector utilizes the prior probabilities of each user's bits to fo...

متن کامل

Adaptive Bayesian multiuser detection for synchronous CDMA with Gaussian and impulsive noise

We consider the problem of simultaneous parameter estimation and data restoration in a synchronous CDMA system in the presence of either additive Gaussian or additive impulsive white noise with unknown parameters. The impulsive noise is modeled by a two-term Gaussian mixture distribution. Bayesian inference of all unknown quantities is made from the superimposed and noisy received signals. The ...

متن کامل

An Iterative Multiuser Detector for Turbo-Coded DS-CDMA Systems

We propose an iterative multiuser detector for turbo-coded synchronous and asynchronous direct-sequence CDMA (DS-CDMA) systems. The receiver is derived from the maximum a posteriori (MAP) estimation of the single user’s transmitted data, conditioned on information about the estimate of the multiple-access interference (MAI) and the received signal from the channel. This multiple-access interfer...

متن کامل

Multiuser Detection for Turbo-coded Ds/cdma a Dissertation Multiuser Detection for Turbo-coded Ds/cdma a Dissertation

Multiuser Detection for Turbo-Coded DS/CDMA. (May 2001)Qinghua Li, B.E., South China University of Technology;M.E., Tsinghua University, BeijingCo–Chairs of Advisory Committee: Dr. Costas N. GeorghiadesDr. Xiaodong Wang Multiuser detection and turbo coding are two of the most powerful techniquesfor enhancing the performance of next-generation wideband code-division multiple-...

متن کامل

Robust iterative multiuser receiver for coded CDMA systems in non-Gaussian channels

A robust front-end pre-filter incorporating non-quadratic signal processing techniques is proposed. We will demonstrate the effectiveness of this filter in suppressing impulsive noises in a coded direct sequence code-division multiple access (DS-CDMA) communication system. Based on M-Estimation approach, the pre-filter works by minimizing an appropriate penalty function in an iterative fashion ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2000