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This repository has all the stuffs related to my internship project Power Optimization in VFD-NOMA(Virtual Full Duplex Non Orthogonal Multiple Access) with imperfect SIC and residual IRI. VFD-NOMA is a research in communication systems that could be used in 5G (or later) networks. View

github.com/shivendr7/vfd_noma/blob/main/project_justin.pdf
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Data_P1_100000samples.csv
Data_P1_100000samples.csv
 
 
Data_P1_100samples.csv
Data_P1_100samples.csv
 
 
Project_Justin.pdf
Project_Justin.pdf
 
 
README.md
README.md
 
 
VFD_NOMA2_AnalysingDataset(Initial_Trials).ipynb
VFD_NOMA2_AnalysingDataset(Initial_Trials).ipynb
 
 
VFD_NOMAModelling(trial1).ipynb
VFD_NOMAModelling(trial1).ipynb
 
 
VFD_NOMAModelling(trial2).ipynb
VFD_NOMAModelling(trial2).ipynb
 
 
VFD_NOMAModelling(trial3).ipynb
VFD_NOMAModelling(trial3).ipynb
 
 
VFD_NOMAModelling(trial4).ipynb
VFD_NOMAModelling(trial4).ipynb
 
 
VFD_NOMAModelling(trial5)WithHuberLoss.ipynb
VFD_NOMAModelling(trial5)WithHuberLoss.ipynb
 
 
VFD_NOMAModelling(trial6)HuberLossPlusMAPE.ipynb
VFD_NOMAModelling(trial6)HuberLossPlusMAPE.ipynb
 
 
VFD_NOMAModelling(trial7)HuberLossPlusMAPE.ipynb
VFD_NOMAModelling(trial7)HuberLossPlusMAPE.ipynb
 
 
VFD_NOMAModelling(trial8)HuberLossPlusMAPEbatchSize64.ipynb
VFD_NOMAModelling(trial8)HuberLossPlusMAPEbatchSize64.ipynb
 
 
VFD_NOMAModellingWithScikitLearn.ipynb
VFD_NOMAModellingWithScikitLearn.ipynb
 
 
VFD_NOMAMultiModel(FINAL)WithPReLUValSplit(0_1)PlusOverfitting.ipynb
VFD_NOMAMultiModel(FINAL)WithPReLUValSplit(0_1)PlusOverfitting.ipynb
 
 
VFD_NOMAMultiModel(trial1)employingSameNet.ipynb
VFD_NOMAMultiModel(trial1)employingSameNet.ipynb
 
 
VFD_NOMAMultiModel(trial10)WithPReLUValSplit(0_1).ipynb
VFD_NOMAMultiModel(trial10)WithPReLUValSplit(0_1).ipynb
 
 
VFD_NOMAMultiModel(trial11)WithPReLUValSplit(0_1).ipynb
VFD_NOMAMultiModel(trial11)WithPReLUValSplit(0_1).ipynb
 
 
VFD_NOMAMultiModel(trial2)employingNewNet.ipynb
VFD_NOMAMultiModel(trial2)employingNewNet.ipynb
 
 
VFD_NOMAMultiModel(trial3)trial2ErrorInEmployingLoss.ipynb
VFD_NOMAMultiModel(trial3)trial2ErrorInEmployingLoss.ipynb
 
 
VFD_NOMAMultiModel(trial4)EmployingDeepNet.ipynb
VFD_NOMAMultiModel(trial4)EmployingDeepNet.ipynb
 
 
VFD_NOMAMultiModel(trial5)EmployingWiderNet.ipynb
VFD_NOMAMultiModel(trial5)EmployingWiderNet.ipynb
 
 
VFD_NOMAMultiModel(trial6)NormalizingEffect.ipynb
VFD_NOMAMultiModel(trial6)NormalizingEffect.ipynb
 
 
VFD_NOMAMultiModel(trial7)NormalizingEffectWith(tanh).ipynb
VFD_NOMAMultiModel(trial7)NormalizingEffectWith(tanh).ipynb
 
 
VFD_NOMAMultiModel(trial8)WithPReLU.ipynb
VFD_NOMAMultiModel(trial8)WithPReLU.ipynb
 
 
VFD_NOMAMultiModel(trial9)WithPReLUDenser.ipynb
VFD_NOMAMultiModel(trial9)WithPReLUDenser.ipynb
 
 
VFD_NOMA_Evaluation(HuberDelta)UsingHYPEROPT.ipynb
VFD_NOMA_Evaluation(HuberDelta)UsingHYPEROPT.ipynb
 
 
VFD_NOMA_Evaluation(initializers)UsingGridSearchCV.ipynb
VFD_NOMA_Evaluation(initializers)UsingGridSearchCV.ipynb
 
 
VFD_NOMA_pushFromDriveTogithub.ipynb
VFD_NOMA_pushFromDriveTogithub.ipynb
 
 
myfile1multi_10850samples.csv
myfile1multi_10850samples.csv
 
 

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VFD_NOMA

This repository has all the stuffs related to my internship project Power Optimization in VFD-NOMA(Virtual Full Duplex Non Orthogonal Multiple Access) with imperfect SIC and residual IRI. VFD-NOMA is a research in communication systems that could be used in 5G (or later) networks.
Assigned was problem statement 1 in https://github.com/shivendr7/VFD_NOMA/blob/main/Project_Justin.pdf

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This repository has all the stuffs related to my internship project Power Optimization in VFD-NOMA(Virtual Full Duplex Non Orthogonal Multiple Access) with imperfect SIC and residual IRI. VFD-NOMA is a research in communication systems that could be used in 5G (or later) networks. View

github.com/shivendr7/VFD_NOMA/blob/main/Project_Justin.pdf

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