tanweer-mahdi / Expectation-PropagationLinks
Expectation-Propagation (EP) is used in conjunction with Bayesian Inference Problems where an intractable distribution is approximated with a complex multivariate gaussian while minimizing Kullback-Leiber distance via matching moments in ascending orders.
☆12Updated 5 years ago
Alternatives and similar repositories for Expectation-Propagation
Users that are interested in Expectation-Propagation are comparing it to the libraries listed below
Sorting:
- This project includes Matlab functions to simulate MIMO and Equalization systems with Iterative Detection and Decoding☆25Updated 4 years ago
- This code is for paper: L. Liu and W. Yu, "Massive connectivity with massive MIMO-Part I: Device activity detection and channel estimatio…☆26Updated 3 years ago
- Bilinear Adaptive Vector Approximate Message Passing☆13Updated 5 years ago
- Sparse channel estimation using Orthogonal Matching Pursuit☆15Updated 4 years ago
- Codes for reproducing the numerical results reported in both: "Randomized Kaczmarz Algorithm for Massive MIMO Systems with Channel Estima…☆20Updated 9 months ago
- This UWOC-JCCESD code is used for the joint channel classification and estimation with signal detection (JCCESD) scheme in underwater w…☆18Updated 4 years ago
- there is matlab code for channel estimate with ls and dft and mmse☆23Updated 7 years ago
- Generalized approximate message passing (GAMP) and generalized vector AMP (GVAMP) are Bayes-optimal algorithms widely used for unknown si…☆19Updated 3 years ago
- including channel estimation,omp,etc☆20Updated 5 years ago
- Massive MIMO Detection using MMSE-SIC and Expectation Propagation - Matlab☆50Updated 6 years ago
- Underwater Optical Wireless Communications☆14Updated 4 years ago
- This code is for project: [Exploiting Temporal Side Information in Massive IoT Connectivity] and [On Massive IoT Connectivity with Tempor…☆11Updated last year
- The repository provides two ways of channel modelling, i.e., the unified channel model (the elemment of which is determined by the BS-UAV…☆20Updated 2 years ago
- here wwe are using deep learning for estimmating channel in OFDM system used in underwater communications☆13Updated last year
- ☆17Updated 3 years ago
- Channel estimation of NOMA-OFDM system using Deep Learning.☆15Updated 2 years ago
- Evaluate the performance of ZF ( Zero Forcing ) and MMSE ( Minimum Mean Square Error ) detectors with (Nt×Nr), (20×30) and (20×50) r…☆26Updated 3 years ago
- Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"☆33Updated 2 years ago
- Extension of sparse bayesian learning for mmWave near field channel estimation☆16Updated last year
- Joint Channel Estimation and Nonlinear Distortion Compensation in OFDM Receivers (Bussgang-type receiver)☆26Updated 5 years ago
- Index Modulation in OFDM Systems☆11Updated 3 years ago
- SimonTarboush / Compressive-Estimation-of-Near-Field-Channels-for-Ultra-Massive-Mimo-Wideband-THz-SystemsThese codes simulate the following paper: Simon Tarboush, Anum Ali, Tareq Y. Al-Naffouri, "Compressive Estimation of Near Field Channels…☆22Updated last year
- Simulation code for “A Primer on Near-Field Beamforming for Arrays and Reconfigurable Intelligent Surfaces,” by Emil Björnson, Özlem Tuğf…☆44Updated last year
- ☆14Updated 3 years ago
- Approximated Expectation Propagation assisted Decentralized Signal Detection for Uplink Massive MIMO-OTFS Systems☆23Updated last year
- ☆17Updated 5 years ago
- MATLAB codes for implementing the diagnostic techniques in "Diagnosis of Intelligent Reflecting Surface in Millimeter-wave Communication …☆29Updated 3 years ago
- k-Modular Quadratic Programming Algorithm for PAPR in MIMO OFDM☆12Updated 4 years ago
- %本次仿真PUCCH 链路信道估计,频域上取1个资源块,子载波间隔deltaf=15kHz %由于传输时以子帧为单位的,所以仿真时时域上取一个子帧,即两个时隙 %对于普通CP,一个时隙中的第一个符号CP=160,其余符号CP=144 %子载波subcarrier之间的导频间…☆11Updated 10 years ago
- ☆14Updated 3 years ago