lighting-zhu Goto Github PK

ddqn_adaptive_modulation_coding

deep-compressed-sensing

Deep Learning/Deep neural network-based Image/Video (Quantized) Compressed/Compressive Sensing (Coding)

deep-learning-based-state-estimation

Incorporating Transformer and LSTM to Kalman Filter with EM algorithm

deep-learning-for-ldpc-decoding

We provide a Deep learning method for LDPC decoding

deep_learning_from_scratch

《深度学习入门_基于Python的理论与实现》理解、实现

deepcom

a CNN based end to end communication systems

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeplearningfortsf

深度学习以进行时间序列预测

deeppilotdesign

deeprmsa

For more details, see paper: DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks

density-evolution-awgn

Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance Evolution

design-of-routing-protocol-for-underwater-wireless-sensor-network

All routing protocol performs specific task in underwater wireless sensor network(UWSN). Routing is responsible for networking problems. The main design issues of the routing protocols for UWSN are Bandwidth capacity, problem related to low energy, node mobility and high propagation delays. In this project Dynamic route discovery, Cluster and depth based and Location based routing protocols are proposed.

detouring-matching-pursuit-algorithm-in-compressed-sensing

压缩感知中迂回式匹配追踪算法

diffusion-gradient-descent-tls

MATLAB code for [R. Arablouei, S. Werner, and K. Doğançay, “Diffusion-based distributed adaptive estimation utilizing gradient-descent total least-squares,” in Proc. Int. Conf. Acoust., Speech Signal Process., Vancouver, Canada, May 2013, pp. 5308-5312.]

dismmse-turbo-equalizer-for-otfs

This repo contains simulation code for DI-S-MMSE Turbo Equalizer and LMMSE Equalizer applied to OTFS Modulation.

dispersion-polyanskiy-bound-for-bler-of-finite-length-codes

This is a MATLAB script for obtaining achievable block/frame error rate (BLER/FER) bound for finite blocklength codes based on channel dispersion concept and by considering normal approximation (NA).

distributed-compressive-sensing-a-deep-learning-approach

Distributed Compressive Sensing: A Deep Learning Approach

dl-based-channel-estimation-in-doubly-dispersive-environments-

dl_cs_ecg

Effect of sparse Dictionary learning on the quality of recovery in Compressive sensing

dnn_detection_via_keras

This is the simplest implementation of Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems using keras.

dr-dlma

drl

Deep Reinforcement Learning

dslms

Impulse-Noise-Tolerant Data-Selective LMS Algorithm

dynamic-systems-dl

Collection of resources that combine dynamic systems, control with deep learning.

dynamicmultichannelrl

Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks"

ebook-linear_programming

emd_lstm

end2end_gan

Conditional GAN based End-to-End Communication System

energy_efficiency_optimization_for_mimo_interference_networks

Solving energy efficiency optimization problem for MIMO interference wireless network using iterative semi-definite programming with WMMSE (SDP-WMMSE) algorithm and successive convex approximation (SCA) algorithm