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JUDITH NJOKU's Projects

breast-cancer-diagnosis-using-machine-learning icon breast-cancer-diagnosis-using-machine-learning

Machine learning is widely used in bioinformatics and particularly in breast cancer diagnosis. In this project, certain classification methods such as K-nearest neighbors (K-NN) and Support Vector Machine (SVM) which is a supervised learning method to detect breast cancer are used.

broadband_fewbit icon broadband_fewbit

The codes for the paper "Channel Estimation in Broadband Millimeter Wave MIMO Systems with Few-Bit ADCs"

captain-sim icon captain-sim

Underwater Simulator + CAPTAIN and SPA implementations.

castalia icon castalia

An OMNeT-based simulator for low-power wireless networks such as Wireless Sensor Networks and Body Area Networks

channel-estimation icon channel-estimation

Simulates an FBMC and OFDM transmission over a doubly-selective channel. Allows to reproduce all figures from "Doubly-Selective Channel Estimation in FBMC-OQAM and OFDM Systems", IEEE VTC Fall, 2018

channel-estimation-ofdm- icon channel-estimation-ofdm-

-Investigated the efficiency of different estimators to estimate and track channel parameters based on the Mean Squared Error (MSE) performance. The estimators employed in the simulation are LS and MMSE estimators and their performance in the transfer domain was evaluated. MATLAB was used for the simulation of the communication link and analyzing the error between the estimated channel parameters and actual modeled channel parameters.

channel-power-allocation-802.22 icon channel-power-allocation-802.22

matlab codes_Di Li and James Gross, Distributed TV Spectrum Allocation for Cognitive Cellular Network under Game Theoretical Framework Proc. of the IEEE Symposium on New Frontiers in Dynamic Spectrum Access Networks (DySPAN'12) 2012

channelnet icon channelnet

Implementation of the paper "Deep Learning-Based Channel Estimation"

chemspot icon chemspot

ChemSpot is a named entity recognition tool for identifying mentions of chemicals in natural language texts, including trivial names, drugs, abbreviations, molecular formulas and IUPAC entities. Since the different classes of relevant entities have rather different naming characteristics, ChemSpot uses a hybrid approach combining a Conditional Random Field with a dictionary. ChemSpot is released under the Common Public License 1.0.

cluster-analysis icon cluster-analysis

An introduction to Cluster Analysis and the K-Means clustering technique.

cnn icon cnn

Convolutional ANN using RadioML data

cnn-rtlsdr icon cnn-rtlsdr

Deep learning signal classification using rtl-sdr dongle

cnn-svm icon cnn-svm

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

cnn-svm-classifier icon cnn-svm-classifier

Using Tensorflow and a Support Vector Machine to Create an Image Classifications Engine

cognitive-radio icon cognitive-radio

Simulation Study of Double Threshold Energy Detection Method for Cognitive Radios

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