here wwe are using deep learning for estimmating channel in OFDM system used in underwater communications
☆19Aug 20, 2023Updated 2 years ago
Alternatives and similar repositories for underwater-acoustic-OFDM-system-_deep-learning-for-channel-estimation
Users that are interested in underwater-acoustic-OFDM-system-_deep-learning-for-channel-estimation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- All the code and data used for my Bachelor's thesis "OFDM channel equalization with machine learning" are available here.☆12May 4, 2022Updated 4 years ago
- A MATLAB demonstration of under-water acoustic communication using OFDM technology. This demo implements simple multipath channels and al…☆32Nov 10, 2016Updated 9 years ago
- Deep learning based automatic modulation classification for sub-carriers of OFDM signals.☆12Jan 3, 2024Updated 2 years ago
- The dataset simulated for deep learning☆26Dec 7, 2020Updated 5 years ago
- The performance of turbo equalizers in both ISI channel and multipath fading channel is evaluated☆12Nov 24, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- keras_multi_target_signal_recognition Underwater single channel acoustic multiple targets recognition using ResNet, DenseNet, and Complex…☆37Apr 1, 2022Updated 4 years ago
- Simulation code for "Comments on ''Design of fractional-order variants of complex LMS and NLMS algorithms for adaptive channel equalizati…☆18Mar 22, 2020Updated 6 years ago
- Adaptive equalizer implementations based on RLS(Recursive Least Squares) and LMS(Least Mean Squares).☆24Apr 19, 2021Updated 5 years ago
- Reproducible research on the paper 'Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems'.☆47Dec 31, 2022Updated 3 years ago
- This repository includes the source code of the STA-DNN and TRFI DNN channel estimators proposed in "Deep Learning Based Channel Estimati…☆51Dec 12, 2023Updated 2 years ago
- A project which applies different channel-estimating approaches in an OFDM-4QAM communication system.☆38Jun 20, 2022Updated 4 years ago
- This project uses the speaker and the microphone of the computer to realize a complete acoustic OFDM communication system in the MATLAB e…☆16Jan 27, 2018Updated 8 years ago
- OFDM channel estimation and equalization☆20Dec 11, 2020Updated 5 years ago
- This UWOC-JCCESD code is used for the joint channel classification and estimation with signal detection (JCCESD) scheme in underwater w…☆20Dec 18, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Matlab simulator for underwater acoustic channel☆27Mar 28, 2019Updated 7 years ago
- CNN based architecture for Channel State Estimation in OFDM Systems☆26Oct 10, 2023Updated 2 years ago
- We first implement an end-to end system on GNU radio using two USRP X310 for the transmitter and the receiver in an indoor setting. We th…☆44May 15, 2022Updated 4 years ago
- Matlab simulation of an EM algorithm based on HMM to blind channel equalization☆13Jun 16, 2018Updated 8 years ago
- Implementing the MATLAB example using 5G toolbox and Deep Learning Tolbox☆15Sep 1, 2021Updated 4 years ago
- Compilation of the different MATLAB codes that were used for the experimental part of the research work presented in the article "Next Ge…☆113May 17, 2022Updated 4 years ago
- This project includes Matlab functions to simulate MIMO and Equalization systems with Iterative Detection and Decoding☆27Jan 1, 2021Updated 5 years ago
- Code for paper 'OFDM-guided Deep Joint Source Channel Coding for Wireless Multipath Fading Channels', IEEE TCCN☆79Sep 14, 2021Updated 4 years ago
- 导出B站个人评论记录，并进行简单的数据分析☆13Nov 19, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- including channel estimation,omp,etc☆25Jun 30, 2019Updated 7 years ago
- An Adaptive Line Enhancer (ALE) based on Least Mean Square (LMS) algorithm to eliminate broadband noise from a narrowband signal☆24Mar 31, 2019Updated 7 years ago
- Robotics @ Maryland Autonomous Underwater Vehicle☆15Aug 2, 2014Updated 11 years ago
- Underwater Communication & Navigation Laboratory documentation site☆13Jun 25, 2026Updated 2 weeks ago
- Underwater acoustic network modelling based on BELLHOP☆91Mar 8, 2022Updated 4 years ago
- MATLAB demonstration for the paper 'Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems'☆170Aug 1, 2024Updated last year
- MATLAB Imitation Modeling for the BER of the HF Communication System using M-PSK Modulation in the HF Communication Channel with Multipat…☆21Jan 26, 2025Updated last year
- Physical Layer Simulation of an IEEE 802.11 OFDM MIMO System☆36Jul 14, 2014Updated 11 years ago
- 应用深度学习到OFDM通信系统中的论文文献汇总☆134Oct 12, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of a Channel-aware Routing Protocol in the Network Simulator for Underwater Acoustic Communication Networking☆11Mar 2, 2021Updated 5 years ago
- An Introduction to Deep Learning for the Physical Layer vs End-to-End Learning of Communications Systems Without a Channel Model☆17Nov 22, 2022Updated 3 years ago
- Codes for the predictive quantization and joint time frequency interpolation strategy for interpolation of MIMO-OFDM precoding matrices☆14Jul 15, 2019Updated 6 years ago
- Implementation of O-OFDMNet, a deep learning-based optical OFDM system☆12Dec 29, 2021Updated 4 years ago
- ☆10Jan 4, 2024Updated 2 years ago
- Task Allocation Strategy to distribute goals in a fleet considering, goals makespan, goals position, robot capabilities and redundancy in…☆10Jul 6, 2021Updated 5 years ago
- Tensorflow implementation for the paper of "Deep Learning-Based Detector for OFDM-IM"☆43May 16, 2020Updated 6 years ago