A Review of a Single Neuron Weight Optimization Model for Adaptive Beam Forming
Science Clarified, “Chapter 2: Mind Versus Metal,” 2017. Retrieved from Science Clarified Website: http://www.scienceclarified.com/scitech/Artificial-Intelligence/MindVersus-Metal.html
J.-L. Fournier, D. Titz, F. Ferrero, C. Luxey, E. Dekneuvel, and G. Jacquemod, “Phased array antenna controlled by neural network FPGA,” 2011 Loughborough Antennas & Propagation Conference, 2011.
A. Zooghby, C. Christodoulou, and M. Georgiopoulos, “Neural network-based adaptive beamforming for one- and two-dimensional antenna arrays,” IEEE Transactions on Antennas and Propagation, vol. 46, no. 12, pp. 1891–1893, 1998.
R. H¨ansch and O. Hellwich, “Classification of Polarimetric SAR data by Complex Valued Neural Networks,” Proceedings of ISPRS Workshop, Hannover, Germany, 2009.
H. A. Jalab, R. W. Ibrahim, “New activation functions for complexvalued neural network,” International Journal of Physical Sciences, vol. 6, no.7, pp. 1766-1772, 2011.
B. Widrow, J. McCool, and M. Ball,, “The Complex LMS Algorithm,” Proceedings of the IEEE, 1975.
Y. Deville, “A neural network implementation of complex activation function for digital VLSI neural networks,” Microelectronics Journal, vol. 24, pp. 259-262, 1993.
A. Prashanth, “Investigation on complex variable based back propagation algorithm and applications,” Ph.D. Thesis, IIT, Kanpur, India, Mar. 2003.
S. K. Bodhe, B. G. Hogade and D. Nandgaonkar Shailesh, “Beamforming Techniques for Smart Antennas using Rectangular Array Structure,” International Journal of Electrical and Computer Engineering (IJECE), vol. 4, no. 2, pp. 257-264, 2014.
K. S. Senthilkumar, K. Pirapaharan, P. R. P Hoole, “Single Perceptron Model for Smart Beam forming in Array Antennas,” International Journal of Electrical and Computer Engineering (IJECE), vol. 6, no. 5, pp. 2300~2309, Oct. 2016.
K. S. Senthilkumar, K. Pirapaharan, G. A. Lakshmanan, P. R. P. Hoole, S. R. H. Hoole, “Accuracy of Perceptron Based Beamforming for Embedded Smart and MIMO Antennas,” Proceedings of the International Symposium on Fundamentals of Engineering, IEEE Xplore Digital Library, Jan. 2017a.
K. S. Senthilkumar, K. Pirapaharan, Norhuzaimin Julai, P.R.P Hoole, Al-Hj Othman,, R. Harikrishnan, S. R. H.Hoole, “Perceptron ANN Control of Array sensors and transmitters with different activation functions for 5G wireless systems,” Proc. IEEE Int Conf on Signal Processing and Communication, India, Jul. 2017b
N. Suttisinthong, B. Seewirote, A. Ngaopitakkul, and C. Pothisarn, “Selection of Proper Activation Functions in Back-propagation Neural Network algorithm for Single-Circuit Transmission Line,” Proceedings of the International Multi Conference of Engineers and Computer Scientist. March 12 - 14, 2014. Hong Kong, 2014.
P. R. P. Hoole, Smart Antennas and Signal processing for Communication, Biomedical and Radar Systems, WIT Press, UK. 2001.
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