Pinned Repositories
Antenna-Selection
Some basic antenna selection algorithms
awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
Cell-Free-MIMO-Refs
Cell-Free MIMO 学习交流资料
deepHybridBeamforming
These MATLAB scripts are prepared by A.M.E for the following paper, A. M. Elbir, "CNN-Based Precoder and Combiner Design in mmWave MIMO Systems," IEEE Communications Letters, vol. 23, no. 7, pp. 1240-1243, July 2019 please cite the above work if you use this codes, For any comments and questions please email: ahmetmelbir@gmail.com This codes can also be used with slight modification for applications, such as antenna selection + multi-user hybrid beamforming and DOA estimation.
Denoising-HOM-for-DMI
This is the Matlab code for the paper "Denoising Higher-Order Moments for Blind Digital Modulation Identification in Multiple-Antenna Systems" published in the IEEE Wireless Communications Letters.
DoA-ML
matlab code for AoA Estimation of ULA/UCA
doa-tools
A set of MATLAB functions for direction-of-arrival (DOA) estimation in array signal processing.
evolutionary-antenna-design-in-mimo
Code for Joint Optimization of Waveform Covariance Matrix and Antenna Selection for MIMO Radar With Application to Aerial Drones
GNN-Communication-Networks
This is the repository for the collection of Graph-based Deep Learning for Communication Networks.
PCA_MUSIC
Matlab code for my paper "Bayesian inference for PCA and MUSIC algorithms with unknown number of sources", IEEE Trans. on signal processing, 2018
kaizhongkaizhong's Repositories
kaizhongkaizhong/digital-signal-processing-exercises
Exercises for a masters course on Digital Signal Processing
kaizhongkaizhong/BSCA
Matlab code for block successive convex approximation algorithms
kaizhongkaizhong/simplified_manifold_optimization
Manifold-based-algorithm to solve problems with constant modulus constraints.
kaizhongkaizhong/AdaptiveFilters.jl
Classical adaptive linear filters in Julia
kaizhongkaizhong/Hybrid-Beamforming-for-Millimeter-Wave-Systems-Using-the-MMSE-Criterion
The Matlab Simulation codes for Hybrid Beamforming for Millimeter Wave Systems Using the MMSE Criterion.
kaizhongkaizhong/BF-design-with-DL
Beamforming design with deep learning.
kaizhongkaizhong/Automatic-Modulation-Classification
Some Code for Master Thesis - Research on Deep Learning Based Modulation Recognition Technologies
kaizhongkaizhong/DCUnet.pytorch
Phase-Aware Speech Enhancement with Deep Complex U-Net
kaizhongkaizhong/IntfClassify
Intference Classification using Neural Network
kaizhongkaizhong/jstsp19
Wideband MIMO Channel Estimation for Hybrid Beamforming Millimeter Wave Systems via Random Spatial Sampling
kaizhongkaizhong/time_frequency
时频分析 + 时变阶分数傅立叶变换普 + 时变滤波 相关的毕业设计课题全部代码和论文+PPT,供各位通信、电子信息工程等相关学弟学妹参考。
kaizhongkaizhong/WSCM-MUSIC
Weighted Spatial Covariance Matrix Estimation for MUSIC based TDOA Estimation of Speech Source
kaizhongkaizhong/Acoustic-direction-finding-using-single-acoustic-vector-sensor-under-high-reverberation
We propose a novel and robust method for acoustic direction finding, which is solely based on acoustic pressure and pressure gradient measurements from single Acoustic Vector Sensor (AVS). We do not make any stochastic and sparseness assumptions regarding the signal source and the environmental characteristics. Hence, our method can be applied to a wide range of wideband acoustic signals including the speech and noise-like signals in various environments. Our method identifies the “clean” time frequency bins that are not distorted by multipath signals and noise, and estimates the 2D-DOA angles at only those identified bins. Moreover, the identification of the clean bins and the corresponding DOA estimation are performed jointly in one framework in a computationally highly efficient manner. We mathematically and experimentally show that the false detection rate of the proposed method is zero, i.e., none of the time-frequency bins with multiple sources are wrongly labeled as single-source, when the source directions do not coincide. Therefore, our method is significantly more reliable and robust compared to the competing state-of-the-art methods that perform the time-frequency bin selection and the DOA estimation separately. The proposed method, for performed simulations, estimates the source direction with high accuracy (less than 1 degree error) even under significantly high reverberation conditions.
kaizhongkaizhong/DOA-FCN
DOA estimation for directional microphone array with fully convolutional network
kaizhongkaizhong/MATLAB-Radar-Waveforms
Generation of Radar waveforms upchirp
kaizhongkaizhong/modulationClassification
Radar and communication waveform classification using Deep Learning techniques
kaizhongkaizhong/DoA-ML
matlab code for AoA Estimation of ULA/UCA
kaizhongkaizhong/maximum-likelihood-DOA-estimation-method-in-the-spherical-harmonic-domain
A maximum likelihood direction of arrival estimation method for open-sphere microphone arrays in the spherical harmonic domain
kaizhongkaizhong/Subsampled-RTR
Subsampled Riemannian trust-region (RTR) algorithms
kaizhongkaizhong/Energy-Harvesting-DDPG-
Codes for "Deep Deterministic Policy Gradient (DDPG) based Energy Harvesting Wireless Communications"
kaizhongkaizhong/AMATH-515-code
Useful code such as proxgrad, FISTA,ADMM, coordinate descent (all for lasso) plus projection onto unit ball... from AMATH 515
kaizhongkaizhong/DOASbasedonCNN
Inversion of gas concentration based on CNN,DOAS
kaizhongkaizhong/OneBit_MIMO
Source files for our recent published paper: Efficient Nonlinear Precoding for Massive MU-MIMO Downlink Systems with 1-Bit DACs; If you use our codes, please cite our paper.
kaizhongkaizhong/RSOpt
Riemannian stochastic optimization algorithms: Version 1.0.3
kaizhongkaizhong/DOA-estimation-1
DOA estimation source code
kaizhongkaizhong/ResNet-Tensorflow
Simple Tensorflow implementation of pre-activation ResNet18, 34, 50, 101, 152
kaizhongkaizhong/higrid
Hiearchical Grid Refinement (HiGRID): DOA Estimation using Rigid Spherical Microphone Arrays
kaizhongkaizhong/DeepLearning_Wavelet-LSTM
LSTM + Wavelet(长短期记忆神经网络+小波分析):深度学习与数字信号处理的结合
kaizhongkaizhong/DeepSpeechRecognition
A Chinese Deep Speech Recognition System 包括基于深度学习的声学模型和基于深度学习的语言模型
kaizhongkaizhong/Densenet-Tensorflow
Simple Tensorflow implementation of Densenet using Cifar10, MNIST