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proximity

This project simulated a dense femtocell network. Femto base stations solve a distributed power allocation problem with cooperative Q-learning. I have attached the paper. The paper is accepted in IEEE ICC 2018. Please cite this paper, if you found my code useful. "A Machine Learning Approach for Power Allocation in HetNets Considering QoS" https://ieeexplore.ieee.org/document/8422864 https://arxiv.org/pdf/1803.06760.pdf

@INPROCEEDINGS{8422864, author={R. Amiri and H. Mehrpouyan and L. Fridman and R. K. Mallik and A. Nallanathan and D. Matolak}, booktitle={2018 IEEE International Conference on Communications (ICC)}, title={A Machine Learning Approach for Power Allocation in HetNets Considering QoS}, year={2018}, volume={}, number={}, pages={1-7}, keywords={}, doi={10.1109/ICC.2018.8422864}, ISSN={1938-1883}, month={May},}

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proximity's Issues

R_18_noshare/pro_%d_%d.mat

s = sprintf('oct10/R_18_noshare/pro_%d_%d.mat',i,j);
I got a problem. I don't know which .m file will output "oct10/R_18_noshare/pro_%d_%d.mat".please~~

PA_IL_CL?

Hello Sir, I studied your article due to research needs and downloaded the code from 'github', I am also a programmer beginner, I have studied your codes for several days, I have a question,I have not understood the difference of the three functions: PA_IL_CL1,PA_IL_CL2 and PA_IL_CL3,what is the meaning of their returned values ? which functions are implemented by the three functions ?

I would greatly appreciate it if you could help me.I look forward to hearing from your soon.
your sincerely
Tom

the .mat files

It seems that there are many .mat files missing and load(filename) always error because of that.

main program

I am wondering which .m file is the main program and the entry point of the whole project

some problems about Q.final

"Dear author, hello. I am currently studying the code for this paper. I am a beginner in programming and may not fully understand the content. After running the 'main.m' file, I obtained 'pro_32_1_100.mat' to 'pro_32_16_100.mat' in the 'results' folder. Each of them contains its respective 'Q.final'. However, I keep encountering errors when trying to plot the results. Can you please help me identify what might be the issue?"

QTable

excuse me,
I have learned your paper and I want to do some work about power allocation.When I execute your program,it reminds me that the 'FemtoStation' class has no proper method、property or field name like 'setQTable'。I don't know how to solve,could you give me some suggestions,thanks a lot!

Dear sir

Hello Sir, I studied your article due to research needs and downloaded the code from 'github', but I encountered a lot of problems during the run so that it didn't run completely. I am a programmer beginner. In fact, I have been exploring the code for three days. It contains a lot of commented code and I don’t know when to use them.On the other hand, I can't find ‘R3-share’ or ‘noshare’ in the drawing code file, etc.how to generate some .m file, etc.
I would greatly appreciate it if you could help me.I look forward to hearing from your soon.

your sincerely
minda

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