The use of machine learning in smart antennas

IEEE Antennas and Propagation Society, AP-S International Symposium (Digest)

Volumn 1, Issue , 2004, Pages 321-324

  Christodoulou, Christos G ^a   Rohwer, Judd A ^a   Abdallah, Chaouki T ^a  

^a UNIVERSITY OF NEW MEXICO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA REDUCTION; FUNCTIONS; LEARNING SYSTEMS; MATHEMATICAL MODELS; MATHEMATICAL OPERATORS; OPTIMIZATION; PATTERN RECOGNITION; PROBABILITY DISTRIBUTIONS; RISKS; VECTORS;

BEAM STEERING; COMMUNICATION CHANNELS; SMART ANTENNAS; SUPPORT VECTOR MACHINES (SVM);

ANTENNA ARRAYS;

EID: 4544321218     PISSN: 15223965     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/aps.2004.1329637     Document Type: Conference Paper

References (3)

1. Judd A. Rohwer and Chaouki T. Abdallah, "One-vs-One Multiclass Least Squares Support Vector Machines for Direction of Arrival Estimation", ACES Journal: Special Issue on Neural Network Applications in EM. vol. 18, no. 2, pp. 34-45, July 2003.
2. S. Chen, A.K. Samingan, and L. Hanzo, "Support Vector Machine Multiuser Receiver for DSCDMA Signals in Multipath Channels", IEEE Transactions On Neural Networks, vol. 12, no. 3, pp. 604-611, May 2001.
3. Johan A.K. Suykens, "Support Vector Machines: A Nonlinear Modelling and Control Perspective", European Journal of Control, vol 7, pp. 311-327, 2001