Virginia Chika Ebhota

Environment-Adaptation Based Hybrid Neural Network Predictor for Signal Propagation Loss Prediction in Cluttered and Open Urban Microcells

Virginia Chika Ebhota, Joseph Isabona, Viranjay M. Srivastava · Wireless Personal Communications · 2018 · 36 citations

Computing, Computer Science, Electrical Engineering +15

IMPROVED ADAPTIVE SIGNAL POWER LOSS PREDICTION USING COMBINED VECTOR STATISTICS BASED SMOOTHING AND NEURAL NETWORK APPROACH

Virginia Chika Ebhota, Joseph Isabona, Viranjay M. Srivastava · Progress In Electromagnetics Research C · 2018 · 20 citations · Full text

Engineering, Computer Engineering, Electrical Engineering +8

Performance Analysis of Learning Rate Parameter on Prediction of Signal Power Loss for Network Optimization and Better Generalization

Virginia Chika Ebhota, Viranjay M. Srivastava · Wireless Personal Communications · 2021 · 12 citations

Computing, Computer Science, Electrical Engineering +11

Effect of Learning Rate on GRNN and MLP for the Prediction of Signal Power Loss in Microcell Sub-Urban Environment

Virginia Chika Ebhota, Joseph Isabona, Viranjay M. Srivastava · International Journal on Communications Antenna and Propagation (IRECAP) · 2019 · 11 citations

Computing, Computer Science, Computer Networks +13

Investigation and Comparison of Generalization Ability of Multi-Layer Perceptron and Radial Basis Function Artificial Neural Networks for Signal Power Loss Prediction

Virginia Chika Ebhota, Joseph Isabona, Viranjay M. Srivastava · International Journal on Communications Antenna and Propagation (IRECAP) · 2019 · 10 citations

Computing, Computational Engineering, Electrical Engineering +15