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 3 years ago
- A MATLAB demonstration of under-water acoustic communication using OFDM technology. This demo implements simple multipath channels and al…☆31Nov 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☆24Dec 7, 2020Updated 5 years ago
- The performance of turbo equalizers in both ISI channel and multipath fading channel is evaluated☆11Nov 24, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Adaptive equalizer implementations based on RLS(Recursive Least Squares) and LMS(Least Mean Squares).☆24Apr 19, 2021Updated 4 years ago
- Reproducible research on the paper 'Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems'.☆46Dec 31, 2022Updated 3 years ago
- This is the code for the paper "Data-Driven Deep Learning Based Hybrid Beamforming for Aerial Massive MIMO-OFDM Systems with Implicit CSI…☆19May 6, 2022Updated 3 years ago
- A project which applies different channel-estimating approaches in an OFDM-4QAM communication system.☆37Jun 20, 2022Updated 3 years ago
- 深度学习是利用卷积网络的深层结构提取的信息,卷积网络目前主要用于图像识别分类技术,其实在其中间层中包含了丰富的有用信息,而这些正是风格迁移的基础。 如果研究 CNN 的各层级结构,会发现里面的每一层神经元的激活态都对应了一种特定的信息,越是底层的就越接近画面的纹理信息,如…☆10Aug 25, 2021Updated 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
- Matlab simulator for underwater acoustic channel☆27Mar 28, 2019Updated 7 years ago
- CNN based architecture for Channel State Estimation in OFDM Systems☆21Oct 10, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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…☆42May 15, 2022Updated 3 years ago
- Matlab simulation of an EM algorithm based on HMM to blind channel equalization☆13Jun 16, 2018Updated 7 years ago
- A hand-gesture recognition system using Doppler effect of ultrasonic.☆11Mar 2, 2019Updated 7 years ago
- Implementing the MATLAB example using 5G toolbox and Deep Learning Tolbox☆15Sep 1, 2021Updated 4 years ago
- Design and Implement an acoustic system for underwater communication☆28Sep 5, 2019Updated 6 years ago
- This project includes Matlab functions to simulate MIMO and Equalization systems with Iterative Detection and Decoding☆27Jan 1, 2021Updated 5 years ago
- 导出B站个人评论记录,并进行简单的数据分析☆11Nov 19, 2024Updated last year
- Code for paper 'OFDM-guided Deep Joint Source Channel Coding for Wireless Multipath Fading Channels', IEEE TCCN☆73Sep 14, 2021Updated 4 years ago
- including channel estimation,omp,etc☆24Jun 30, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- An Adaptive Line Enhancer (ALE) based on Least Mean Square (LMS) algorithm to eliminate broadband noise from a narrowband signal☆24Mar 31, 2019Updated 6 years ago
- Robotics @ Maryland Autonomous Underwater Vehicle☆14Aug 2, 2014Updated 11 years ago
- Physical Layer Simulation of an IEEE 802.11 OFDM MIMO System☆34Jul 14, 2014Updated 11 years ago
- Underwater acoustic network modelling based on BELLHOP☆91Mar 8, 2022Updated 4 years ago
- Underwater Communication & Navigation Laboratory documentation site☆13Updated this week
- MATLAB demonstration for the paper 'Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems'☆167Aug 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…☆20Jan 26, 2025Updated last year
- 应用深度学习到OFDM通信系统中的论文文献汇总☆135Oct 12, 2021Updated 4 years ago
- Implementation of a Channel-aware Routing Protocol in the Network Simulator for Underwater Acoustic Communication Networking☆11Mar 2, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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 4 years ago
- Tensorflow implementation for the paper of "Deep Learning-Based Detector for OFDM-IM"☆43May 16, 2020Updated 5 years ago
- This is the simplest implementation of Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems using keras.☆204Sep 2, 2020Updated 5 years ago
- OFDM baseband processing systerm based on IEEE 802.11a☆12Aug 3, 2020Updated 5 years ago