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Blind Multiuser Detection Based on Tikhonov Regularization

IEEE Communications Letters, 2011
In code-division multiple-access (CDMA) system, ill-conditioning of the covariance matrix of the received signal may degrade the performance of minimum mean-squared error (MMSE) detector, especially when signal-to-noise ratio (SNR) is high and small data sets are available for covariance matrix estimation.
Liwei Zhang
exaly   +2 more sources

Adaptive transmitter optimization for blind and group-blind multiuser detection

IEEE Transactions on Signal Processing, 2003
The linear subspace-based blind and group-blind multiuser detectors recently developed represent a robust and efficient adaptive multiuser detection technique for code-division multiple-access (CDMA) systems. In this paper, we consider adaptive transmitter optimization strategies for CDMA systems operating in fading multipath environments in which ...
Daryl Reynolds, Xiaodong Wang 0001
exaly   +2 more sources

Blind adaptive multiuser detection based on Kalman filtering

IEEE Transactions on Signal Processing, 2002
Although several Kalman filtering algorithms have been presented for adaptive multiuser detection, none is "blind" due to requiring training data sequences and/or more knowledge than the spreading waveform and delay of the desired user. This paper proposes a novel blind adaptive multiuser detector based on Kalman filtering and compares it with ...
Xian-Da Zhang
exaly   +2 more sources

Asymptotic Analysis of Blind Multiuser Detection with Blind Channel Estimation

IEEE Transactions on Signal Processing, 2004
The analytical performance of the subspace-based blind linear minimum mean-square error (MMSE) multiuser detection algorithm in general multipath multi-antenna code-division multiple-access (CDMA) systems is investigated. In blind multiuser detection, the linear MMSE detector of a given user is estimated from the received signals, based on the ...
A Host-Madsen, Xiaodong Wang
exaly   +2 more sources

Spatio-temporal blind adaptive multiuser detection

IEEE Transactions on Communications, 2000
We propose blind multiuser detection schemes with antenna arrays, which is based on signal subspace estimation. They are a multichannel extension of the decorrelating and minimum mean-square-error detectors, and therefore they share their immunity to near-far effects.
K Abed-Meraim, Yingbo Hua
exaly   +2 more sources

Blind equalization and multiuser detection in dispersive CDMA channels

IEEE Transactions on Communications, 1998
The problem of blind demodulation of multiuser information symbols in a high-rate code-division multiple-access (CDMA) network in the presence of both multiple-access interference (MAI) and intersymbol interference (ISI) is considered. The dispersive CDMA channel is first cast into a multiple-input multiple-output (MIMO) signal model framework.
H V Poor
exaly   +2 more sources

Blind adaptive multiuser detection

GLOBECOM '05. IEEE Global Telecommunications Conference, 2005., 2005
We propose a new blind multiuser signal model and detection framework for solving the near-far problem in synchronous CDMA in this paper. Compared with existing blind detectors, the proposed framework requires a minimum number of previously received signals, which is about the number of interfering users, and no sub-space separation or sequence ...
Shu Wang   +7 more
openaire   +1 more source

Blind widely linear multiuser detection

IEEE Communications Letters, 2000
Widely linear structures for multiuser detection of code division multiple-access signals are proposed, which jointly elaborate the received signal and its complex conjugate. Computer simulations show that the new structures significantly outperform the conventional linear ones, in terms of suppression capability of both wideband multiple-access and ...
GELLI, GIACINTO   +2 more
openaire   +3 more sources

Nonlinear group-blind multiuser detection

IEEE Transactions on Communications, 2001
Summary: A nonlinear group-blind technique is developed for joint detection of some given users' data in a CDMA uplink environment with the presence of unknown interference. This method performs the so-called ``slowest-descent search'' over a likelihood function of the desired users, starting from the estimate closest to the unconstrained maximizer of ...
Predrag Spasojevic   +2 more
openaire   +1 more source

Blind MMSE-Constrained Multiuser Detection

IEEE Transactions on Vehicular Technology, 2008
In this paper, blind multiuser detection is studied for a direct-sequence (DS) code-division multiple access (CDMA) system with unknown multipath channels. The receiver is designed to follow a minimum mean-square-error (MMSE) form parameterized by a channel-like constraint vector, which is then optimized by the conventional constant modulus algorithm ...
Ping Liu 0003, Zhengyuan Xu
openaire   +1 more source

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