对应发表论文Liu J, Wu G, Zhang X, et al. Modeling, analysis, and optimization of grant-free NOMA in massive MTC via stochastic geometry[J]. IEEE Internet of Things Journal, 2021, 8(6):4389-4402.代码
Collection of classical ML algorithms(Bayes, KNN, SVM) as well as dimensionality reduction techniques (PCA, LDA)
A couple of simple compressed sensing examples, based on examples from the notes of the excellent Computational Methods for Data Analysis course on Coursera taught by Nathan Kutz.
Book PDF and simulation code for the monograph "Massive MIMO Networks: Spectral, Energy, and Hardware Efficiency" by Emil Björnson, Jakob Hoydis and Luca Sanguinetti, published in Foundations and Trends in Signal Processing, 2017.
This is a Matlab code package is related to the article : Path Selection and Rate Allocation for URLLC in Self-backhauled mmWave 5G Networks
!基于多逼真度模型的未知环境下实时路径规划:Efficient C++ solver to generate trajectories for UAVs
作业同步
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06
论文仿真实验代码开源
Simulation code for multi-user offloading in edge computing newtorks
本项目设计实现的YOU快递智慧物流系统,结合物流无人机实现区域内和区域间的快递的智慧配送,结合区块链技术,利用Fabric平台构建数据层,为每一件快递定制专属二维码,轻松实现快递溯源,极大的保证了用户隐私数据和快递的安全性。而项目中利用蚁群算法和边缘计算技术为项目实现提供了底层支撑,通过蚁群算法对物流无人机的路径进行规划,保证无人机的飞行距离最短,节约成本。
CVPR2020 论文及开源代码
用于保存学习数学建模代码和资料的仓库,方便成员可以看到我的学习进度和成果