sunshine-gy / neural-networks-for-OTFS
Signal detection of OTFS systems based on neural networks
☆28Updated 3 years ago
Alternatives and similar repositories for neural-networks-for-OTFS:
Users that are interested in neural-networks-for-OTFS are comparing it to the libraries listed below
- This repository is a fundamental toolbox of OTFS modulation crossing multiple platforms.☆41Updated last month
- Matlab code for my final thesis: Waveform Design for OTFS Systems☆30Updated last year
- This repository presents the codes for reproducing the paper "LSTM-Based Time-Frequency Domain Channel Estimation for OTFS Modulation".☆25Updated 9 months ago
- ☆15Updated 9 months ago
- ☆43Updated 2 years ago
- OTFS-MRC-detection-MATLAB-package Orthogonal time frequency space (OTFS) is a recently proposed modulation scheme that multiplexes inform…☆65Updated 3 years ago
- ☆31Updated last year
- ☆20Updated 2 years ago
- Simulation of OTFS sensning☆42Updated 2 years ago
- A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems☆41Updated 9 months ago
- Approximate message passing (AMP) for Massive MIMO detection☆28Updated 7 months ago
- This is the MATLAB code for the following paper: K. Deka, A. Thomas and S. Sharma, "OTFS-SCMA: A Code-Domain NOMA Approach for Orthogonal…☆13Updated 10 months ago
- This repo contains simulation code for DI-S-MMSE Turbo Equalizer and LMMSE Equalizer applied to OTFS Modulation.☆57Updated last year
- Approximated Expectation Propagation assisted Decentralized Signal Detection for Uplink Massive MIMO-OTFS Systems☆18Updated 11 months ago
- OTFS simple simulation, including OTFS modulation, channel generate, channel output, MP detector☆76Updated 4 years ago
- "From OTFS to AFDM: A Comparative Study of Next-Generation Waveforms for ISAC in Doubly-Dispersive Channels" [https://arxiv.org/abs/2401.…☆30Updated last year
- ☆22Updated 3 months ago
- Evaluate the performance of ZF ( Zero Forcing ) and MMSE ( Minimum Mean Square Error ) detectors with (Nt×Nr), (20×30) and (20×50) r…☆24Updated 3 years ago
- Autoencoder-Based Enhanced Orthogonal Time Frequency Space Modulation☆20Updated last year
- Reproducible research on the paper 'Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems'.☆39Updated 2 years ago
- Cell-free Massive MIMO Meets OTFS Modulation☆54Updated 3 years ago
- OTFS radar sensing algorithm☆54Updated last year
- A simulation of a wideband wireless communications system with multipath fading for OFDM and OTFS☆122Updated 4 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…☆34Updated 2 years ago
- Implemented a 2 X 2 MIMO OTFS system and analysed the performance metrics under channel fading conditions.☆15Updated last year
- ☆16Updated 5 years ago
- This repository includes the source code of the LS-DNN based channel estimators proposed in "Enhancing Least Square Channel Estimation Us…☆52Updated 2 years ago
- MIMO检测程序☆40Updated 5 years ago
- A project which applies different channel-estimating approaches in an OFDM-4QAM communication system.☆35Updated 2 years ago