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娄毅 (Yi Lou)'s Projects

dppl icon dppl

Matlab scripts for the paper "Machine Learning meets Stochastic Geometry: Determinantal Subset Selection for Wireless Networks"

drl_for_ddbc icon drl_for_ddbc

Simulation codes for the manuscript "Deep Reinforcement Learning for Distributed Dynamic MISO Downlink-Beamforming Coordination" submitted to IEEE Transactions on Communications

dynamicmultichannelrl icon 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"

embedded_systems_lab3_customip icon embedded_systems_lab3_customip

Experimenting with creating and adding a custom peripheral to the embedded system. The hardware for the peripheral will connect to the AXI4 bus and the application will be coded to communicate to this peripheral. For the first implementation the application software reads the 8 switches of the Zedboard and turns on/off the corresponding LEDs. For the second implementation a Gray Code hardware accelarator completed in a previous project is used as an IP through the AXI4 interface with some extra software&harware code to control/monitor its functionality on the Zedboard.

energy_consumption_in_mu_mimo_with_mobility icon energy_consumption_in_mu_mimo_with_mobility

This code computes the energy consumption in the downlink of a single-cell multi-user MIMO system in which the base station (BS) makes use of N antennas to communicate with K single-antenna user equipments (UEs). The UEs move around in the cell according to a random walk mobility model.

femaddons icon femaddons

Finite Element Method addons for Wolfram Language

final icon final

110-1 Ocean Acoustic Final Project - Bellhop

forknet icon forknet

ForkNet is multi-label segmentation CNN designed for human head segmentation.

forscience icon forscience

Mathematica package that includes several utility functions for general work and especially creating scientific plots

fpga-adaptive-beamforming-and-radar-examples icon fpga-adaptive-beamforming-and-radar-examples

This repository contains FPGA/HDL demonstrations several beamforming and radar designs. Simulink models and MATLAB reference code are provided to showcase high-level simulation and HDL designs of various radar and array processing algorithms.

fso-simulator-matlab icon fso-simulator-matlab

A fully explaned MATLAB code for simulating a free-space optical (FSO) communication system featuring channels loss, pointing error, turbulence, fog/smoke condition comparing with all analystical solutions

full-duplex-steepest-descent icon full-duplex-steepest-descent

Simulation code for Full-Duplex Steepest Descent implemented in the paper Elyes Balti and Brian L. Evans, "Adaptive Self-Interference Cancellation for Full-Duplex Wireless Communication Systems," 2021.

fvcom-toolbox icon fvcom-toolbox

Fork of the fvcom-toolbox (original available at https://github.com/GeoffCowles/fvcom-toolbox)

git-remote-dropbox icon git-remote-dropbox

A transparent bridge between Git and Dropbox - use a Dropbox (shared) folder as a Git remote! 🎁

gmphd icon gmphd

A Gaussian-Mixtures Probability Hypothesis Density (GM-PHD) filter for multitarget tracking in a bayesian framework

gmphd-1 icon gmphd-1

GM-PHD filter implementation in python (Gaussian mixture probability hypothesis density filter)

handover-improvement-ml icon handover-improvement-ml

Code for my publication: Partially Blind Handovers for mmWave New Radio Aided by Sub-6 GHz LTE Signaling. Paper accepted to IEEE International Conference of Communications Workshops, 2018.

hardware-scaling-laws icon hardware-scaling-laws

Simulation code for "Massive MIMO with Non-Ideal Arbitrary Arrays: Hardware Scaling Laws and Circuit-Aware Design" by Emil Björnson, Michail Matthaiou, Mérouane Debbah, IEEE Transactions on Wireless Communications, vol. 14, no. 8, pp. 4353-4368, August 2015

how-energy-efficient icon how-energy-efficient

Simulation code for “How Energy-Efficient Can a Wireless Communication System Become?” by Emil Björnson, Erik G. Larsson, Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2018.

ieee-tcst-2021 icon ieee-tcst-2021

Analysis code to generate figures and artifacts presented in K. M. Smith and M. P. Chapman, “On Exponential Utility and Conditional Value-at-Risk as Risk-Averse Performance Criteria,” submitted to IEEE Transactions on Control Systems Technology, August 2021.

ip_repo icon ip_repo

IP_REPO for custom Vivado IPs - designed for Xilinx Zynq7000 Zedboard

irs-relaying icon irs-relaying

Simulation code for “ Intelligent Reflecting Surface vs. Decode-and-Forward: How Large Surfaces Are Needed to Beat Relaying?,” by Emil Björnson, Özgecan Özdogan, Erik G. Larsson, IEEE Wireless Communications Letters, To appear.

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