Blind Adaptive Successive Interference Cancellation using Code-Constrained Constant Modulus Algorithms and Iterative Detection in Multipath Channels

In this work we propose blind adaptive successive interference cancellation (SIC) receivers with iterative detection for direct sequence code division multiple access (DS-CDMA) systems in frequency selective channels. A code-constrained constant modulus (CCM) design criterion based on constrained op...

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Vydané v:Conference Record of the Thirty-Ninth Asilomar Conference onSignals, Systems and Computers, 2005 s. 469 - 473
Hlavní autori: de Lamare, R.C., Sampaio-Neto, R.
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 2005
Predmet:
Algorithm design and analysis
Detectors
Direct-sequence code-division multiple access
Frequency conversion
Interference cancellation
Interference constraints
Iterative algorithms
Multiaccess communication
Multipath channels
Silicon carbide
ISBN:9781424401314, 1424401313
ISSN:1058-6393
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Shrnutí:In this work we propose blind adaptive successive interference cancellation (SIC) receivers with iterative detection for direct sequence code division multiple access (DS-CDMA) systems in frequency selective channels. A code-constrained constant modulus (CCM) design criterion based on constrained optimization techniques is proposed for SIC detectors in scenarios subject to multipath and computationally efficient blind adaptive stochastic gradient (SG) and recursive least squares (RLS) algorithms are described for estimating the parameters of SIC detectors. A novel iterative detection scheme that generates different cancellation orders and selects the most likely symbol estimate on the basis of the instantaneous minimum constant modulus (CM) criterion is also proposed. Simulation results for an uplink scenario assess the algorithms, the proposed blind adaptive SIC detectors against existing receivers and evaluate the effects of error propagation of the new cancellations techniques
ISBN:9781424401314
1424401313
ISSN:1058-6393
DOI:10.1109/ACSSC.2005.1599792