Now showing items 1-3 of 3
A Machine Learning Approach to Improve Spectrum Utilization in Cognitive Radio Networks.
In regards to wireless communications, due to the explosion in demand for higher capacity networks, availability of free spectrum resources have become increasingly scarce. The UHF spectrum band in particular, due to its ...
Design of a Machine Learning Based Traffic Control System
This report investigates the problem of traffic jam at one of the junctions in Kampala Uganda which is Wandegeya junction. At Wandegeya junction, existing traffic light control causes long delays, air pollution, energy ...
Development of a machine learning model for the assessment of PV panel efficiency.
(Makerere University, 2021)
The purpose of this study was to assess the efficiencies of solar PV panels. We were able to undertake this by training a machine learning model using solar irradiance, windspeed, ambient temperature and panel manufacturer ...