Received power prediction for suburban environment based on neural network

L Wu, D He, K Guan, B Ai… - 2020 International …, 2020 - ieeexplore.ieee.org
… architectures are established to predict received power in this work. A simple and effective
environmental feature is defined, which avoids the cumbersome process of 3D environment

A simplified analytical model for predicting path loss in urban and suburban environments

HH Xia - IEEE Transactions on Vehicular Technology, 1997 - ieeexplore.ieee.org
… monly described by an inverse power law in … the suburban environment, which typically
consists of one- or two-story houses. The predicted signal for the four-story building environment (…

Reliably model of microwind power energy output under real conditions in France suburban area

H Ramenah, C Tanougast - Renewable Energy, 2016 - Elsevier
… to predict power output of urban micro wind power and … provide the energy output prediction
and estimation of payback … of predicting turbine productivity in the urban environment based …

Small wind turbines in turbulent (urban) environments: A consideration of normal and Weibull distributions for power prediction

K Sunderland, T Woolmington, J Blackledge… - Journal of Wind …, 2013 - Elsevier
… to estimate the electrical power output of a wind turbine at both a suburban and urban location.
… locations representative of their respective environments, with said observations within …

Performance of prediction models in suburban/rural residential areas at 860, 2300 and 3500 MHz

J Baumgarten, KL Chee, A Hecker… - 2012 6th European …, 2012 - ieeexplore.ieee.org
… are required to compute the resulting received power at one … predictions at different
frequencies in the given environment, … (measurement-prediction) for each prediction model. The …

Site prediction model for the over rooftop path in a suburban environment at millimeter wave

YK Yoon, KW Kim, YJ Chong - International Journal of …, 2019 - Wiley Online Library
environments. Therefore, this paper proposes the novel prediction model that can improve
the existing prediction … all power profiles for an outdoor inter-house space environment are …

An analytical model for predicting path loss in urban and suburban environments

HH Xia - Proceedings of PIMRC'96-7th International …, 1996 - ieeexplore.ieee.org
… the propagation prediction for mobile radio systems, radio signal variation over distance,
after averaging out the fast fading effects, is commonly described by an inverse power law in …

Path loss prediction model for the over‐rooftop propagation environment of microwave band in suburban areas

N Kita, W Yamada, A Sato - Electronics and Communications in …, 2007 - Wiley Online Library
… the average level of the received power in the LOS (Line-Of-… The measured values are
averages of the power over a 1-m … over the entire level (power derived from the vector sum of the …

Optimization of Hata propagation prediction model in suburban area in Malaysia

MB Roslee, KF Kwan - Progress In Electromagnetics Research C, 2010 - jpier.org
… base station, the received power is not stable and fluctuated. The received power is poor
when the … Other models are over estimate the path loss for suburban environment in Malaysia. …

Forecasting hydrogen production from wind energy in a suburban environment using machine learning

A Javaid, U Javaid, M Sajid, M Rashid, E Uddin, Y Ayaz… - Energies, 2022 - mdpi.com
… Hydro power has a significant environmental impact on natural waterways, although dams
… store it in an environmentally friendly, cost-effective manner. The prediction of wind speed …