Title :
A constrained optimization approach to multiuser detection
Author :
Schodorf, Jeffrey B. ; Williams, Douglas B.
Author_Institution :
Center for Signal & Image Process., Georgia Inst. of Technol., Atlanta, GA, USA
fDate :
1/1/1997 12:00:00 AM
Abstract :
Interference cancellation or multiuser detection schemes are of great interest to the CDMA community because of their potential ability to treat the near-far problem and significantly reduce interference levels. A linear adaptive multiuser detection scheme based on constrained optimization is presented, constraints are constructed from knowledge of users´ codes and associated timing. Both single- and multiple-constraint detectors are derived and shown to have interesting relationships to existing detectors. Simulation results, presented in the form of bit error rate curves, demonstrate the receiver´s performance in an additive white Gaussian noise (AWGN) channel
Keywords :
Gaussian channels; adaptive signal detection; code division multiple access; coding errors; error statistics; interference suppression; optimisation; radio receivers; radiofrequency interference; AWGN channel; CDMA; additive white Gaussian noise channel; bit error rate curves; constrained optimization; interference cancellation; linear adaptive multiuser detection; multiple constraint detectors; receiver performance; simulation results; single constraint detectors; timing; users codes; AWGN; Additive white noise; Bit error rate; Constraint optimization; Detectors; Interference cancellation; Interference constraints; Multiaccess communication; Multiuser detection; Timing;
Journal_Title :
Signal Processing, IEEE Transactions on