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Meng's Projects

power_allocation_ddpg icon power_allocation_ddpg

Simulation code for "Downlink Power Control for Cell-Free Massive MIMO with Deep Reinforcement Learning" by Lirui Luo, Jiayi Zhang, Shuaifei Chen, Bo Ai, and Derrick Wing Kwan Ng, IEEE Transactions on Vehicular Technology.

practical-ris-hardware-aging icon practical-ris-hardware-aging

Simulation code for “On Hardware Aging for Practical RIS-Assisted Communication Systems,” by K. Wang, CT. Lam, and BK. Ng, Electronics Letters, January 2023, Vol. 59 No. 2.

precoderdesignincompletecsi4jt icon precoderdesignincompletecsi4jt

SSOCP and Branch and Bound source code for the paper: T.R. Lakshmana, A. Tölli, R. Devassy, and T. Svensson, “Precoder Design with Incomplete Feedback for Joint Transmission,” accepted in IEEE Trans- actions on Wireless Communications, Oct. 2015. This code provided is as, and if you use any part of this code, please cite the above work. Thanks.

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

proximal-gradient-total-least-squares icon proximal-gradient-total-least-squares

Data and MATLAB code for the simulations of [R. Arablouei, “Fast reconstruction algorithm for perturbed compressive sensing based on total least squares and proximal splitting," Signal Processing, 2016.]

pumpkin-book icon pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

pwc icon pwc

Papers with code. Sorted by stars. Updated weekly.

python_csinet icon python_csinet

Python code for "Deep Learning for Massive MIMO CSI Feedback"

py_ptv icon py_ptv

A collection of useful Vissim interfaces for autonomous and connected traffic

qc-formula icon qc-formula

轻量级公式 OCR 小工具:一键识别各类公式图片,并转换为 LaTeX 格式。

qcqp icon qcqp

A CVXPY extension for handling nonconvex QCQP via Suggest-and-Improve framework

qd-channel icon qd-channel

ns-3 integration of the quasi deterministic ray tracer https://github.com/signetlabdei/qd-realization

qd-interpreter icon qd-interpreter

A 3D visualizer based on Python to analyze and validate ns-3 IEEE 802.11ad/ay implementation performance (beamforming training, throughput, SNR)

qd-realization icon qd-realization

A quasi-deterministic (Q-D) channel implementation in MATLAB software

rand-kaczmarz-alg-for-mmimo icon rand-kaczmarz-alg-for-mmimo

Codes for reproducing the numerical results reported in both: "Randomized Kaczmarz Algorithm for Massive MIMO Systems with Channel Estimation and Spatial Correlation" by Victor Croisfelt Rodrigues, José Carlos Marinello Filho, and Taufik Abrão. Wiley International Journal of Communication Systems, 2019. "Kaczmarz Precoding and Detection for Massive MIMO Systems" by the same authors. IEEE Wireless Communications and Networking Conference, Marrakech, Morroco, 2019: 1-6.

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