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• W1799495775 abstract "A space-time adaptive decision feedback (DF) receiver using recurrent neural networks (RNN) is proposed for joint equalization and interference suppression in direct-sequence code-division-multiple-access (DS-CDMA) systems equipped with antenna arrays. The proposed receiver structure employs dynamically driven RNNs in the feedforward section for equalization and multi-access interference suppression and a finite impulse response (FIR) linear filter in the feedback section for performing interference cancellation. A data selective gradient algorithm, based upon the set-membership design framework, is proposed for the estimation of the coefficients of RNN structures and is applied to the estimation of the parameters of the proposed neural receiver structure. Simulation results show that the proposed techniques achieve significant performance gains over existing schemes." @default.
• W1799495775 created "2016-06-24" @default.
• W1799495775 creator A5000605317 @default.
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• W1799495775 date "2013-01-21" @default.
• W1799495775 modified "2023-09-27" @default.
• W1799495775 title "Adaptive Space-Time Decision Feedback Neural Detectors with Data Selection for High-Data Rate Users in DS-CDMA Systems" @default.
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• W1799495775 hasPublicationYear "2013" @default.
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