Support vector machine multiuser receiver for DS-CDMA signals in multipath channels

IEEE Transactions on Neural Networks

Volumn 12, Issue 3, 2001, Pages 604-611

  Chen, S ^a   Samingan, A K ^a   Hanzo, L ^a  

^a UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

Direct sequence code division multiple access (DS CDMA); Linear MMSE detector; Multiuser detector (MUD); Multiuser interference; Optimal one shot detector; Support vector machines; Unsupervised clustering

Indexed keywords

CODE DIVISION MULTIPLE ACCESS; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER SIMULATION; DIRECT SEQUENCE SYSTEMS; LAGRANGE MULTIPLIERS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MATRIX ALGEBRA; QUADRATIC PROGRAMMING; RADIAL BASIS FUNCTION NETWORKS; RADIO INTERFERENCE; RADIO RECEIVERS;

MULTIUSER DETECTOR; MULTIUSER INTERFERENCE; OPTIMAL BAYESIAN ONE SHOT DETECTOR; SUPPORT VECTOR MACHINE; UNSUPERVISED CLUSTERING;

NEURAL NETWORKS;

EID: 0035329687     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.925563     Document Type: Article

References (38)

1. Minimum probability of error for asynchronous, Gaussian multiple-access channels
2. Multiuser detection for DS-CDMA communications
3. A family of suboptimum detectors for coherent multiuser communications
4. MMSE interference suppression for direct-sequence spread-spectrum CDMA
5. An adaptive direct-sequence code-division multiple-access receiver for multiuser interference rejection
6. Probability of error in MMSE multiuser detection
7. Adaptive detection for DS-CDMA
8. Gradient estimation for sensitivity analysis and adaptive multiuser interference rejection in code-division multi-access systems
9. Constrained minimum-BER multiuser detection
10. On adaptive minimum probability of error linear filter receivers for DS-CDMA channels
11. Approximate minimum bit-error rate multiuser detection
12. Adaptive minimum-BER linear multiuser detection for DS-CDMA signals in multipath channels
13. Neural networks for multiuser detection in code-division multiple-access communications
14. Neural network techniques for adaptive multiuser demodulation
15. Radial basis function receivers for DS-CDMA
16. Volterra based receivers for DS-CDMA
17. Comparing support vector machines with Gaussian kernels to radial basis function classifiers
18. A tutorial on support vector machines for pattern recognition
19. The support vector method of function estimation
20. Fast training of support vector machines using sequential minimal optimization
21. Special issue on VC learning theory and its applications
22. Sample selection via clustering to construct support vector-like classifiers
23. Decision feedback equalizer design using support vector machines
24. Support vector machine techniques for nonlinear equalization
25. The application of support vector machines with Gaussian kernels for overcoming co-channel interference
26. SVC-based equalizer for burst TDMA transmission
27. A clustering technique for digital communications channel equalization using radial basis function networks
28. Nonlinear time series modeling and prediction using Gaussian RBF networks with enhanced clustering and RLS learning
29. Optimal adaptive k-means algorithm with dynamic adjustment of learning rate
30. Bayesian decision feedback equaliser for overcoming cochannel interference
31. Nonlinear signal processing for adaptive equalization and multi-user detection
32. A fast iterative nearest point algorithm for support vector machine classifier design
33. Making large-scale support vector machine learning practical