Minimum probability of error for asynchronous Gaussian multiple-access channels
IEEE Transactions on Information Theory
Adaptive filter theory (3rd ed.)
Adaptive filter theory (3rd ed.)
Multiuser Detection
Second-order analysis of improper complex random vectors and processes
IEEE Transactions on Signal Processing
Widely linear estimation with complex data
IEEE Transactions on Signal Processing
IEEE Transactions on Signal Processing
A generalized minimum-mean-output-energy strategy for CDMA systems with improper MAI
IEEE Transactions on Information Theory
Group detection for synchronous Gaussian code-division multiple-access channels
IEEE Transactions on Information Theory
IEEE 802.11 Wireless Local Area Networks
IEEE Communications Magazine
IEEE Communications Magazine
IEEE Communications Magazine
Asymptotic analysis of improved linear receivers for BPSK-CDMA subject to fading
IEEE Journal on Selected Areas in Communications
Adaptive minimum error-rate filtering design: A review
Signal Processing
On convex vector precoding for multiuser MIMO broadcast channels
IEEE Transactions on Signal Processing
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In this paper, we will show that for direct-sequence code-division multiple access (DS-CDMA) with binary phase-shift keying (BPSK) modulation transmitted over complex baseband channels the real part of the matched-filter (MF) output and not the MF output itself should be used as sufficient statistics for further processing. Based on this observation, we derive novel improved linear and decision-feedback (DF) minimum mean-squared error (MMSE) receivers. We also consider improved linear and DF decorrelating (DC) receivers, which however can he viewed as a special case of the group detectors proposed in (IEEE Trans Inform; Theory IT-41 (1995) 1083). We will show that the improved suboptimum receivers significantly outperform conventional suboptimum receivers that process the complex MF output. In particular, we show that systems using the improved suboptimum receivers can support twice as many users as systems using conventional suboptimum receivers. In addition, we prove that the considered improved linear receivers are equivalent to previously reported receivers with widely linear (or conjugate linear) processing. Also a novel widely linear DF-MMSE receiver, which is equivalent to the proposed improved DF-MMSE receiver, is given and corresponding adaptive algorithms for filter adjustment are derived.