Optimal model for path loss predictions using feed-forward neural networks

SI Popoola, E Adetiba, AA Atayero, N Faruk… - Cogent …, 2018 - Taylor & Francis
In this paper, an optimal model is developed for path loss predictions using the Feed-
Forward Neural Network (FFNN) algorithm. Drive test measurements were carried out in …

[HTML][HTML] Path loss dataset for modeling radio wave propagation in smart campus environment

SI Popoola, AA Atayero, OD Arausi, VO Matthews - Data in brief, 2018 - Elsevier
Path loss models are often used by radio network engineers to predict signal coverage,
optimize limited network resources, and perform interference feasibility studies. However …

[HTML][HTML] Received signal strength and local terrain profile data for radio network planning and optimization at GSM frequency bands

SI Popoola, AA Atayero, N Faruk - Data in brief, 2018 - Elsevier
The behaviour of radio wave signals in a wireless channel depends on the local terrain
profile of the propagation environments. In view of this, Received Signal Strength (RSS) of …

Penetration depth analysis of UMTS networks using received signal code power

C Emeruwa, UJ Ekah - Journal of Engineering Research …, 2022 - research.sdpublishers.net
This paper examines the coverage of three UMTS networks in Calabar, using the received
signal code power (RSCP). A drive test conducted with the aid of a TEMS investigation …

Research on TD-LTE wireless communication network propagation model optimization based on visual simulation and GIS

T Li, S Hua, L Kang, SH Chang - EURASIP Journal on Wireless …, 2021 - Springer
With the support of GIS spatial analysis technology, based on an in-depth study of the
wireless propagation environment of a city, combined with the analysis of project …

[PDF][PDF] Development of a Path-loss Prediction Model Using Adaptive Neuro-fuzzy Inference System

ZK Adeyemo, TO Olawuyi, OF Oseni… - International Journal of …, 2019 - researchgate.net
The prediction of wireless communication signals is of paramount importance for proper
network planning. The existing prediction models such as Okumura-Hata, Co-operative for …

[PDF][PDF] Analysis of 4G mobile network coverage in UTeM technology campus

Z Manap, ASM Zain, RM Said… - Indonesian Journal of …, 2020 - academia.edu
One of the key aims of modern telecommunication networks is to deploy high-capacity
coverage over a wide area. Since it was introduced in 1970's [1], the mobile cellular …

Research on the Organization and Application of Shortwave Radio Stations under Extreme Conditions

S Ma, L Cai, X Xu, L Chen - 2024 3rd International Conference …, 2024 - ieeexplore.ieee.org
Shortwave radio stations, with their unique propagation characteristics, can still meet certain
communication needs under extreme conditions such as blizzards and nuclear explosions …

改进萤火虫算法在Okumura-Hata 模型修正中的应用.

刘宝生, 潘琳, 李章义 - Telecommunication Engineering, 2017 - search.ebscohost.com
摘摇要: 针对Okumura-Hata 模型在不同区域对电波传播衰减的预测与实测难以匹配的问题,
提出了一种Okumura-Hata 模型修正方法. 提取Okumura-Hata 模型的各参数作为带约束条件的 …

Autoregressive modeling of mobile radio channel in LTE network, a case study of Ibadan City, Nigeria

AA Olukunle, AC Kemdirim… - 2017 IEEE 3rd …, 2017 - ieeexplore.ieee.org
The mobile communication industry since its inception has been confronted with the
problem of meeting the ever increasing demand for higher data rates as well as quality of …