Stars
Collection of reproducible deep learning for compressive sensing
This project predicts whether a person has breast cancer or not. Used Tenserflow, Keras and Conv1D. Will deploy soon
An end to end general OFDM system implementation on Python. It is modualrized for better understanding. Also written a function for LSE Channel Estimation and MMSE Channel Estimation.
A project which applies different channel-estimating approaches in an OFDM-4QAM communication system.
Tensorflow implementation of SICNet: a deep learning-based successive interference cancellation (SIC) receiver for non-orthogonal downlink systems
Implementation of the paper "Deep Learning-Based Channel Estimation"
Non-orthogonal multiple access (NOMA) is a promising technique for the fifth generation (5G) wireless communications. As users with good channel conditions can serve as relays to enhance the system…
Tensorflow implementation for the paper of "Deep Learning-Based Detector for OFDM-IM"
Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex-valued Convolutional Networks
Reproducible research on the paper 'Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems'.
ROAD(Rank Ordered Absolute Difference) Technique is used to remove the Salt and Pepper Noise in Grayscale Images. This Gui based software will help to understand the impulse noise and efficacy of R…
Realization of MIMO-NOMA signal detection system based on **C. Lin et al., “A deep learning approach for MIMO-NOMA downlink signal detection,” MDPI Sensors, vol. 19, no. 11, pp. 2526, 2019.
Numerical Simulation of Power allocation in UAV-NOMA System.
Removing various types of noises present in the speech using Deep Neural Networks
📡 Graduation project, Investigation of non-orthogonal multiple access method in 5g network
This is 6664 the simplest implementation of Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems using keras.
莱斯信道下的OFDM仿真，进行发送数据帧的存储，存储为深度学习中训练模型的训练集、测试集、验证集
Optimizing resource allocation with deep reinforcement learning
Simulation of the performance evaluation of the uplink of combined HTC/MTC in UDNs
The repository contains a research article implementation(reproduced results), in which the authors have proposed a sub optimal scheme for NOMA up-link transmission multiple access in 5G systems.