lipenghui's starred repositories
Deep-Learning-Power-Allocation-in-Massive-MIMO
This is the code package related to the follow scientific article: Luca Sanguinetti, Alessio Zappone, Merouane Debbah 'Deep-Learning-Power-Allocation-in-Massive-MIMO' presented at the Asilomar Conference on Signals, Systems, and Computers, 2018. http://www.asilomarsscconf.org
Paper-with-Code-of-Wireless-communication-Based-on-DL
无线与深度学习结合的论文代码整理/Wireless based on deep learning papers' code
DeepLearning_MIMO-NOMA
Realization of MIMO-NOMA signal detection system based on **C. Lin et al., “A deep learning approach for MIMO-NOMA downlink signal detection,” MDPI Sensors, vol. 19, no. 11, pp. 2526, 2019.
CRNOMA_DDPG
A DDPG based reinforcement learning algorithm for cognitive radio inspired non-orthogonal multiple access (CR-NOMA) systems
NOMA_with_reinformcement
Optimizing resource allocation with deep reinforcement learning
d2dsimulator
D2D communications system simulator on MATLAB.
Resource-Allocation-D2D
Resource allocation for Device-to-Device (D2D) communications using deep reinforcement learning.
M.S.-Thesis
CNN-Based Resource Allocation for Energy-Efficient D2D Communications
Fairness-and-Sum-Rate-Maximization-via-Joint-Subcarrier-and-Power-Allocation-in-Uplink-SCMA-Transmis
Code for the joint power and subcarrier allocation algorithm for sum rate and fairness maximization in SCMA uplink transmission (link to the paper https://ieeexplore.ieee.org/document/8836645)
NOMA_JSPA_WSR
Joint Subcarrier and Power Allocation algorithms for WSR maximization in NOMA published in IEEE TSP 2020
ProjectSumo
A network simulation tool for V2X in 5G. The networking operation is built on python. We utilize Eclipse SUMO (Simulation of Urban MObility) to simulate realistic road traffic. The 5G wireless communication model and resource allocation optimization are materialized through MATLAB.
NOMA-SWIPT_Gradient_Newton_methods
T. N. Do and B. An, "Optimal sum-throughput analysis for downlink cooperative SWIPT NOMA systems," 2018 2nd International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom), Ho Chi Minh City, 2018, pp. 85-90, doi: 10.1109/SIGTELCOM.2018.8325811.
cmmpptraffic-noma-aided-nbiot-simulator
Noma Aided NB-IoT Simulator with CMMPP trafic