Xiangyu-Gao / mmWave-radar-signal-processing-and-microDoppler-classification

Codes and template data for paper "RAMP-CNN: A Novel Neural Network for Enhanced Automotive Radar Object Recognition"

TI mmWave radar ROS driver (with sensor fusion and hybrid)

Pytorch implementation of PCT: Point Cloud Transformer

A simple library for theoretical research on direction-of-arrival (DOA) estimation in array signal processing.

用于pytorch的图像分类，包含多种模型方法，比如AlexNet，VGG，GoogleNet，ResNet，DenseNet等等，包含可完整运行的代码。除此之外，也有colab的在线运行代码，可以直接在colab在线运行查看结果。也可以迁移到自己的数据集进行迁移学习。

关于语音信号声源定位DOA估计所用的一些传统算法

Python program to read and plot the position of the reflected points from the IWR1443 and the AWR1443. It works both with Windows and Raspberry Pi.

李宏毅2021/2022/2023春季机器学习课程课件及作业

Research on incentive mechanism design in mobile crowdsensing and mobile edge computing by deep reinforcement learning approaches.

#计算机科学#Basic Gesture Recognition Using mmWave Sensor - TI AWR1642

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT)...

#计算机科学#深度学习经典、新论文逐段精读

Classification of Human Movement using mmWave FMCW Radar Micro-Doppler Signature

An open source library for interacting with and processing radar data, specialized for MIMO mmWave radars

一些常用的开发文档

Cardiovascular Activity Monitoring Using mmWaves

Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets

Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"