Intelligent beamforming by using a complex-valued neural network
@article{Suksmono2004IntelligentBB,
title={Intelligent beamforming by using a complex-valued neural network},
author={A. B. Suksmono and A. Hirose},
journal={J. Intell. Fuzzy Syst.},
year={2004},
volume={15},
pages={139-147}
}This paper describes an intelligent beamforming (IBF) system based on complex-valued neural network (CVNN). A multilayer network structure with complex-valued neurons has been used. The system employs the complex-valued backpropagation algorithm (CVBPA) to intelligently adapt incoming signals impinging to sensors array. Performance of the CVNN-IBF system is compared with that of the conventional single-layer adaptive system using complex-valued least mean square (CLMS) algorithm. Experiments… CONTINUE READING
Topics from this paper
16 Citations
Adaptive beamforming using complex-valued Radial Basis Function neural networks
- Engineering
- TENCON 2009 - 2009 IEEE Region 10 Conference
- 2009
- 24
Beamforming of ultra-wideband pulses by a complex-valued spatio-temporal multilayer neural network
- Computer Science, Medicine
- Int. J. Neural Syst.
- 2005
- 15
A Fully Complex-Valued Radial Basis Function Network and its Learning Algorithm
- Computer Science, Medicine
- Int. J. Neural Syst.
- 2009
- 34
- PDF
Adaptive multi-antenna systems based on self-growing symmetric radial basis function
- Computer Science
- 2011 IEEE 7th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)
- 2011
- 1
A Sequential Learning Algorithm for Complex-Valued Self-Regulating Resource Allocation Network-CSRAN
- Mathematics, Computer Science
- IEEE Transactions on Neural Networks
- 2011
- 83
Projection-Based Fast Learning Fully Complex-Valued Relaxation Neural Network
- Mathematics, Medicine
- IEEE Transactions on Neural Networks and Learning Systems
- 2013
- 51
- PDF
A complex-valued neuro-fuzzy inference system and its learning mechanism
- Computer Science
- Neurocomputing
- 2014
- 56
- Highly Influenced
- PDF
Meta-cognitive Learning in a Fully Complex-valued Radial Basis Function Neural Network
- 2011
- 5
- Highly Influenced
- PDF