READ ME File For 'UAV-Assisted Wireless Communications'

Dataset DOI: 10.5258/SOTON/D2373 

ReadMe Author: Mingze Zhang, 0000-0003-4798-2526

This dataset supports the thesis entitled "UAV-Assisted Wireless Communications"
AWARDED BY: Univeristy of Southampton
DATE OF AWARD: 23/08/2022

DESCRIPTION OF THE DATA
This dataset include the illustration figures for system model and simulation results with raw data included. All illustrations figures are generated by PowerPoint and Visio, while all simulation results are generated by Matlab 2022a.
Note: .eps files can be read by PhotoShop; .dat files in each Data folder are read by Matlab R2022a.

This dataset contains:
Figure 1.1:
Outline.pdf

Figure 2.1:
Three_Layer_MEC.pdf

Figure 2.2:
Graphical_Model.pdf

Figure 2.3:
Model_RL.pdf

Figure 2.4:
Grids_Model.pdf

Figure 2.5:
Q_Table.pdf

Figure 2.6:
Q_Deep_Q.pdf

Figure 2.7:
Target_Network.pdf

Figure 2.8(a):
Dueling_DQN_1.png

Figure 2.8(b):
Dueling_DQN_2.png

Figure 2.9:
OFDM_Mod.pdf

Figure 2.10:
OFDM_Dem.pdf

Figure 2.11:
OFDM_Subcarrier.pdf

Figure 2.12:
Resource_Unit.pdf

Figure 2.13:
OFDMA_Subcarrier.pdf

Figure 2.14:
SM_System.pdf

Figure 3.1:
Cache_Enabled_UAV.png

Figure 3.2:
LDA_Model.pdf

Figure 3.3:
Max_SNR.eps

Figure 3.4:
Data_Distribution.eps

Figure 3.5:
Capacity_3.eps

Figure 3.6:
Caching_Efficiency.eps

Figure 3.7:
Request_Delay.eps

Figure 3.8:
Transmission_Delay.eps

Figure 3.9:
Total_Delay.eps

Figure 4.1:
DQN_Deployment.pdf

Figure 4.2:
UAV_Move.pdf

Figure 4.3:
Greedy_Association.pdf

Figure 4.4(a):
Greedy_UA.png

Figure 4.4(b):
Greedy_UA_2.png

Figure 4.5:
Toy_Example_Diagram.pdf

Figure 4.6(a):
Greedy_UA_3.png

Figure 4.6(b):
Optimized_UA_3.png

Figure 4.7(a):
Sudden_Shift.pdf

Figure 4.7(b):
Percent_Shift.eps

Figure 4.8:
Grids.pdf

Figure 4.9:
Collision.pdf

Figure 4.10(a):
Comp_25dBm_1km_2.eps

Figure 4.10(b):
Comp_25dBm_1km_4.eps

Figure 4.10(c):
Comp_30dBm_1km_2.eps

Figure 4.10(d):
Comp_30dBm_1km_4.eps

Figure 4.10(e):
Comp_35dBm_1km_2.eps

Figure 4.10(f):
Comp_35dBm_1km_4.eps

Figure 4.11(a):
DQN_Actual.eps

Figure 4.11(b):
DQN_Valid.eps

Figure 4.12:
DQN_Outage.eps

Figure 4.13:
DQN_Density.eps

Figure 5.1:
Deployment_UAV.pdf

Figure 5.2:
OFDM_IM_UAV.pdf

Figure 5.3:
SM_UAV.pdf

Figure 5.4:
LoS_MIMO.pdf

Figure 5.5:
Low_Complexity.pdf

Figure 5.6(a):
Deployment_Rate.eps

Figure 5.6(b):
Deployment.eps

Figure 5.7(a):
Capacity.eps

Figure 5.7(b):
Energy_Efficiency.eps

Figure 5.8:
AP_ML_Detection.eps

Figure 6.1:
Deployment_UAV_RS.pdf

Figure 6.2:
Content_Distribution.eps

Figure 6.3:
RS_OFDM.pdf

Figure 6.4:
Content_OFDM.pdf

Figure 6.5:
Proportion.pdf

Figure 6.6(a):
Weight_Density.eps

Figure 6.6(b):
Weight_Density_3D.eps

Figure 6.7:
Grids.eps

Figure 6.8(a):
Deployment_Distribution_2.eps

Figure 6.8(b):
Deployment_Distribution_3.eps

Figure 6.9(a):
Convergent_1.eps

Figure 6.9(b):
Convergent_2.eps

Figure 6.10(a):
Rate_Comparison.eps

Figure 6.10(b):
Rate_CCS.eps

Date that the file was created: 9, 2022