CAOYUE19930616's repositories
Cooperative-Localization-of-Three-Vehicles
Estimation of the states and their associated covariance of three vehicles moving around a round-about, the dataset is real and comes from the GNSS and the sensors implanted on the vehicles.
AutoencoderFiber
This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications
Belief-Propagation
Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum
ChannelNet
Implementation of the paper "Deep Learning-Based Channel Estimation"
Computer-Networking-A-Top-Down-Approach-NOTES
《计算机网络－自顶向下方法(原书第6版)》编程作业，Wireshark实验文档的翻译和解答。
Cooperative-Localization-Using-PLBP
Course Project for EE602: Statistical Signal Processing
CVX
A MATLAB system for disciplined convex programming
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
DeepRLVehicularLocalization
Decentralized Scheduling for Cooperative Localization with Deep Reinforcement Learning
free-programming-books
:books: Freely available programming books
LDAMP_based-Channel-estimation
This code is for the following paper: H. He, C. Wen, S. Jin, and G. Y. Li, “Deep learning-based channel estimation for beamspace mmwave massive MIMO systems,” IEEE Wireless Commun. Lett., vol. 7, no. 5, pp. 852–855, Oct. 2018.
LOS-NLOS-Classification-CNN
UWB LOS-NLOS Signal Classification using CNN
machine_learning_derivation
notes of machine learning algorithm derivation
MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
micronet
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
MVision
机器人视觉 无人驾驶 视觉SLAM ORB LSD SVO DSO 深度学习目标检测yolov3 行为检测 opencv PCL 双目视觉
NearField5GLocalization
Position error bounds and sub-array processing for near-field
NEDMP
PyTorch implementation of Neural Enhanced Dynamic Message Passing in AISTATS 2022
NLOSPosSynInit
A simple routine for intializing 5G positioning and synchronization from only NLOS paths
Paddle
PArallel Distributed Deep LEarning （『飞桨』核心框架，高性能单机、分布式训练和跨平台部署）
PRMLT
Matlab code for machine learning algorithms in book PRML
RISLensLocalization
3D Localization with RIS lens and a single antenna
uncertainGP
Gaussian processes with uncertain input, applied to wireless channel learning and prediction