Title :
A novel site adaptive propagation model
Author :
Panda, Ganapati ; Mishra, Rabindra K. ; Palai, Smruti S.
Author_Institution :
Electr. & Comput. Eng. Dept., Nat. Inst. of Technol., Orissa, India
fDate :
6/27/1905 12:00:00 AM
Abstract :
A site adaptive knowledge guided neural network (KGNN) propagation model, using Hata model as knowledge base (KB) is presented. It adapts to measured data with rapid convergence.
Keywords :
neural nets; radiowave propagation; Hata model; site adaptive knowledge guided neural network propagation model; Antennas and propagation; Artificial neural networks; Convergence; Databases; Mobile antennas; Neural networks; Neurons; Predictive models; Propagation losses; Radio propagation; Artificial neural network (ANN); knowledge base (KB); propagation loss;
Journal_Title :
Antennas and Wireless Propagation Letters, IEEE
DOI :
10.1109/LAWP.2005.860213
