usmandroid

CameraTraps

Tools for training and running detectors and classifiers for wildlife images collected from motion-triggered cameras.

Deep-JSCC-for-images-with-OFDM

Codes for "Deep Joint Source Channel Coding for Wireless Image Transmission with OFDM", accepted by ICC 2021

DNN_detection_via_keras

Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems using keras. Simpler implementation

EECS-545

Enhancing_Least_Square_Channel_Estimation_Using_Deep_Learning

This repository includes the source code of the LS-DNN based channel estimators proposed in "Enhancing Least Square Channel Estimation Using Deep Learning" paper that is published in the proceedings of the 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) virtual conference.

mcbench-benchmarks

Repo containing a copy of mcbench benchmarks

MIMO-OFDM-Channel-Estimation

Channel Estimation for MIMO OFDM Systems (LSE& MMSE)

mmWave-localization-learning

🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency

nprach_synch

Programming-in-C-II-LAB

Assignments and lecture notes

usmandroid/SDR_LAB

Software Defined Radio Lab based on NI USRP-2901 at TUM

usmandroid/sionna

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

usmandroid/wirelesscomm

Teaching material for wireless communications

usmandroid/aiml-common

AI ML Common Content Lecture Notes with Jupyter Notebooks

usmandroid/amodem

Audio MODEM Communication Library in Python

usmandroid/awesome-cheatsheets

Awesome cheat sheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

usmandroid/C-Plus-Plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

usmandroid/cheatsheets

Official Matplotlib cheat sheets

usmandroid/CommPy

Digital Communication with Python

usmandroid/communications_neural_net

LLRNet Implementation of Neural Nets for Communications Channel Decoding using Log Likelihood Ratios

usmandroid/dartbrains

This repository is a Python package with all of the functions and python libraries required for the Dartmouth fMRI Analysis Course taught by Prof Luke Chang, PhD.

usmandroid/gr-ieee802-11

IEEE 802.11 a/g/p Transceiver

usmandroid/hermespy

The Heterogeneous Radio Mobile Simulator

usmandroid/liquid-dsp

digital signal processing library for software-defined radios

usmandroid/machine-learning

Practical Full-Stack Machine Learning

usmandroid/machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

usmandroid/msthesisieee80211p

Repository for MS Thesis for Implementation Evaluation Of Interference-Cancellation Based MAC Protocols For Vehicular Communications

usmandroid/neupy

NeuPy is a Tensorflow based python library for prototyping and building neural networks

usmandroid/ni-rf-data-recording-api

The RF Data Recording API is a joint effort by National Instruments and Genesys Lab at Northeastern University (Boston, MA) that aims to provide a free and open-source Python-based API to record Real-World RF data sets in an easy and automated way.

usmandroid/OpenDPD

OpenDPD is an end-to-end learning framework built in PyTorch for power amplifier (PA) modeling and digital pre-distortion (DPD). You are cordially invited to contribute to this project by providing your own backbone neural networks, pretrained models or measured PA datasets.

usmandroid/openwifi

open-source IEEE 802.11 WiFi baseband FPGA (chip) design: driver, software

usmandroid/PRONTO

PRONTO Preamble reduction Corase and Fine Synchronization for WLAN

usmandroid/Pruned-DFT-s-FBMC_Python

Simulates pruned DFT spread FBMC and compares the performance to OFDM, SC-FDMA and conventional FBMC. The included classes (QAM, DoublySelectiveChannel, OFDM, FBMC) can be reused in other projects.

usmandroid/scikit-rf

RF and Microwave Engineering Scikit

usmandroid/sdrlab

Simple labs for software defined radios (SDRs).

usmandroid/Stirling-PDF

locally hosted web application that allows you to perform various operations on PDF files

usmandroid/textbook

PySDR pysdr.org textbook source material, feel free to post issues/PRs

usmandroid/tf-levenberg-marquardt

Tensorflow implementation of Levenberg-Marquardt training algorithm

usmandroid/tutorials

PyTorch tutorials.

usmandroid/ufunclab

NumPy ufuncs and utilities.