xiaogaogaoxiaoseu's repositories
Fast-beam-alignment
Fast Beam Alignment via Pure Exploration in Multi-armed Bandits
lbsgd-rl
Implementation of Log Barriers SGD used in the RL experiment of the "Log Barriers for Safe Optimization of Smooth Objectives and Constraints with Application to Reinforcement Learning" paper.
Numerical-Optimization-in-Robotics-HW
Homework for Numerical Optimization in Robotics
Data-JPUA
This is a collection of MATLAB scripts to generate numerical results for the paper "Secure Joint Precoding and User Association for Multiuser Hybrid RF/VLC Systems"
Frank-Wolfe-based-method-for-SD-MMV
We solve separable NMF problem under convex relaxation in the form of self-dictionary multiple measurement vectors (SD-MMV), using Frank-Wolfe algorithm. It possesses desirable identifiability properties even under noisy case while only requires a linear growth to data size in memory.
D3L-HB
This is the code for the paper "Data-Driven Deep Learning Based Hybrid Beamforming for Aerial Massive MIMO-OFDM Systems with Implicit CSI".
UMC-DGC---CPY
[1] A Two-Stage Strategy for UAV-enabled Wireless Power Transfer in Unknown Environments 作者：Shi J, Cong P, Zhao L, et al. 出处：IEEE Transactions on Mobile Computing, 2023 摘要：由于具有机动性、高机动性和灵活性等突出优点，无人机(UAV)是可行的移动电源发射器，可以在地理受限的地区快速部署。它们非常适合使用无线电力传输(WPT)技术为能量受限的传感器节点(SN)供电。在本文中，我们研究了一个支持无人机的WPT系统，该系统将功率传输到未知位置的一组SN。一个关键的挑战是如何有效地收集SN的位置并设计功率传输方案。我们制定了一
rendezvous-with-CMDP
Risk-aware UAV-UGV rendezvous with CMDP
usca_power_control
Deep unfolded SCA for power allocation in wireless system
Pytorch_ADMM-CSNet
Codes for model in "ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing" (TPAMI 2019)
DDQN_BeamSelection
Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays
SDPNAL-plus
本项目是利用C++对半定规划求解器SDPNAL+的复现。
admm_ss_sdp
This repo contains two solvers for solving the sublevel set SDP problem (Marina 2018).
ADMM_for_SDP
ADMM method for SDP problems, input in SDPA format, algorithm by Wen, Zaiwen, Donald Goldfarb, and Wotao Yin, 2010.
sublevel_ss_admm
Contains a implementation of ADMM algorithm for Sublevel Set SDP problem
Path-Selection-and-Rate-allocation-in-Self-backhauled-mmWave-Networks
This is a Matlab code package is related to the article : Path Selection and Rate Allocation for URLLC in Self-backhauled mmWave 5G Networks
LANCELOT
a fortran 77 package for large-scale nonlinear optimization
BBCPOP_dev
BBCPOP: A Sparse Doubly Nonnegative Relaxation of Polynomial Optimization Problems with Binary, Box and Complementarity Constraints
APC524-ADMM-4-block
Project for APC524, ADMM solver for conic programming 4 - block constraints. Written in Python and C++