-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathpart3_mitigation_calculation_rev1.m
358 lines (309 loc) · 19.6 KB
/
part3_mitigation_calculation_rev1.m
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
function part3_mitigation_calculation_rev1(app,folder_names,parallel_flag,rev_folder,workers,move_list_reliability,sim_number,mc_size,mc_percentile,reliability,norm_aas_zero_elevation_data,tf_write_movelist_excel)
location_table=table([1:1:length(folder_names)]',folder_names)
%%%%%%%%%%Need a list because going through 470 folders takes 17 minutes
[cell_neighborhood_status]=initialize_or_load_neighborhood_status_rev1(app,folder_names);
zero_idx=find(cell2mat(cell_neighborhood_status(:,2))==0);
if ~isempty(zero_idx)==1
temp_itm_folder_names=folder_names(zero_idx);
num_folders=length(temp_itm_folder_names)
%%%%%%%%Pick a random folder and go to the folder to do the sim
disp_progress(app,strcat('Starting the Sims (Before Multi Folder Loop). . .'))
reset(RandStream.getGlobalStream,sum(100*clock)) %%%%%%Set the Random Seed to the clock because all compiled apps start with the same random seed.
array_rand_folder_idx=randsample(num_folders,num_folders,false);
if parallel_flag==1
[multi_hWaitbar,multi_hWaitbarMsgQueue]= ParForWaitbarCreateMH_time('Multi-Folder Mitigation: ',num_folders); %%%%%%% Create ParFor Waitbar
end
for folder_idx=1:1:num_folders
%%%%%%%%Before going to the sim folder, check one last time if we
%%%%%%%%need to go to it, since another server may have already
%%%%%%%%checked.
%%%%%%%Load
[cell_neighborhood_status]=initialize_or_load_neighborhood_status_rev1(app,folder_names);
sim_folder=temp_itm_folder_names{array_rand_folder_idx(folder_idx)};
temp_cell_idx=find(strcmp(cell_neighborhood_status(:,1),sim_folder)==1);
if cell_neighborhood_status{temp_cell_idx,2}==0
%%%%%%%%%%Calculate
retry_cd=1;
while(retry_cd==1)
try
cd(rev_folder)
pause(0.1);
retry_cd=0;
catch
retry_cd=1;
pause(0.1)
end
end
retry_cd=1;
while(retry_cd==1)
try
%%%%%%%%%Exclusion Zone Function {WRAPPER}
sim_folder=temp_itm_folder_names{array_rand_folder_idx(folder_idx)};
cd(sim_folder)
pause(0.1);
retry_cd=0;
catch
retry_cd=1;
pause(0.1)
end
end
disp_multifolder(app,sim_folder)
data_label1=sim_folder
%%%%%%Check for COMPLETE file
complete_filename=strcat(data_label1,'_MitigationMoveList_complete.mat'); %%%This is a marker for me
[var_exist_complete]=persisent_file_exist_app(app,complete_filename);
if var_exist_complete==2
retry_cd=1;
while(retry_cd==1)
try
cd(rev_folder)
pause(0.1);
retry_cd=0;
catch
retry_cd=1;
pause(0.1)
end
end
%%%%%%%%Update the Cell
%[cell_neighborhood_status]=update_neighborhood_cell_rev1(app,folder_names,sim_folder);
else
%%%%%%%%%%%%%%%%%Persistent Load the other variables
disp_progress(app,strcat('Loading Sim Data . . . '))
retry_load=1;
while(retry_load==1)
try
disp_progress(app,strcat('Loading Sim Data . . . '))
load(strcat(data_label1,'_base_polygon.mat'),'base_polygon')
temp_data=base_polygon;
clear base_polygon;
base_polygon=temp_data;
clear temp_data;
load(strcat(data_label1,'_base_protection_pts.mat'),'base_protection_pts')
temp_data=base_protection_pts;
clear base_protection_pts;
base_protection_pts=temp_data;
clear temp_data;
load(strcat(data_label1,'_sim_array_list_bs.mat'),'sim_array_list_bs')
temp_data=sim_array_list_bs;
clear sim_array_list_bs;
sim_array_list_bs=temp_data;
clear temp_data;
% % % %%%%array_list_bs %%%%%%%1) Lat, 2)Lon, 3)BS height, 4)BS EIRP 5) Nick Unique ID for each sector, 6)NLCD: R==1/S==2/U==3, 7) Azimuth 8)BS EIRP Mitigation
load(strcat(data_label1,'_min_ant_loss.mat'),'min_ant_loss')
temp_data=min_ant_loss;
clear min_ant_loss;
min_ant_loss=temp_data;
clear temp_data;
load(strcat(data_label1,'_radar_height.mat'),'radar_height')
temp_data=radar_height;
clear radar_height;
radar_height=temp_data;
clear temp_data;
load(strcat(data_label1,'_radar_threshold.mat'),'radar_threshold')
temp_data=radar_threshold;
clear radar_threshold;
radar_threshold=temp_data;
clear temp_data;
load(strcat(data_label1,'_radar_beamwidth.mat'),'radar_beamwidth')
temp_data=radar_beamwidth;
clear radar_beamwidth;
radar_beamwidth=temp_data;
clear temp_data;
% % % tic;
% % % load(strcat(data_label1,'_sim_cell_bs_data.mat'),'sim_cell_bs_data')
% % % toc; %%%%%%%%%3 seconds
%%%1) LaydownID
%%%2) FCCLicenseID
%%%3) SiteID
%%%4) SectorID
%%%5) SiteLatitude_decDeg
%%%6) SiteLongitude_decDeg
%%%7) SE_BearingAngle_deg
%%%8) SE_AntennaAzBeamwidth_deg
%%%9) SE_DownTilt_deg %%%%%%%%%%%%%%%%%(Check for Blank)
%%%10) SE_AntennaHeight_m
%%%11) SE_Morphology
%%%12) SE_CatAB
%%%%%%%%%%13) NLCD idx
%%%%%%%%%14) EIRP (no mitigations)
%%%%%%%%%15) EIRP (mitigations)
retry_load=0;
catch
retry_load=1;
pause(0.1)
end
end
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%Move list
disp_progress(app,strcat('Starting the Move List . . . '))
[num_ppts,~]=size(base_protection_pts);
%%%%%%%%%%%%%%%%Don't worry about single vs multi point
%%%%%%%%%%%%%%%%now.
if parallel_flag==1 %%%%%%%%%%%%Double Check for par
[poolobj,cores]=start_parpool_poolsize_app(app,parallel_flag,workers);
end
%%%%First check if there are mitigation EIRPs (column 8)
%%%%%%%%If there is no mitigation EIRPs, all of these will be NaNs (column 8)
if ~all(isnan(sim_array_list_bs(:,8)))
file_name_union_move_miti_off=strcat(data_label1,'_mitigation_union_turn_off_list_data_',num2str(min(move_list_reliability)),'_',num2str(max(move_list_reliability)),'_',num2str(sim_number),'_',num2str(mc_size),'.mat');
file_name_union_move_miti_miti=strcat(data_label1,'_mitigation_union_mitigation_list_data_',num2str(min(move_list_reliability)),'_',num2str(max(move_list_reliability)),'_',num2str(sim_number),'_',num2str(mc_size),'.mat');
[file_union_move_exist_mit1]=persistent_var_exist_with_corruption(app,file_name_union_move_miti_off);
[file_union_move_exist_mit2]=persistent_var_exist_with_corruption(app,file_name_union_move_miti_off);
if file_union_move_exist_mit1==2 && file_union_move_exist_mit2==2
else
%%%The File Does not exist, we will calculate it
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%Calculate Move List
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%Calculate first-->Parfor --> No data load
if parallel_flag==1
disp_progress(app,strcat('Starting the Parfor Move List'))
[hWaitbar,hWaitbarMsgQueue]= ParForWaitbarCreateMH_time('Mitigation Move List: ',num_ppts); %%%%%%% Create ParFor Waitbar
parfor point_idx=1:num_ppts
pre_sort_mitigation_movelist_rev6_app(app,move_list_reliability,point_idx,sim_number,mc_size,radar_beamwidth,base_protection_pts,min_ant_loss,radar_threshold,mc_percentile,sim_array_list_bs,data_label1,reliability,norm_aas_zero_elevation_data);
hWaitbarMsgQueue.send(0);
end
delete(hWaitbarMsgQueue);
close(hWaitbar);
end
%%%%%%%%%Keep the move list flexible with the reliability inputs, so we can have multiple move lists.
%%%%%%%%%%In the next revision, do the full ITM reliability and do the aggregate check of the 50% ITM with the full 1-99%. (1000 MC and 95th Percentile)
cell_mitigation_move_list_turn_off_data=cell(num_ppts,1); %%%%%%%%%Off
cell_mitigation_move_list_mitigation_data=cell(num_ppts,1); %%%%%%Mitigations
for point_idx=1:1:num_ppts %%%%%%%%This can be parfor
point_idx
[off_list_bs,mitigation_list_bs,mitigation_sort_sim_array_list_bs,mitigation_sort_bs_idx]=pre_sort_mitigation_movelist_rev6_app(app,move_list_reliability,point_idx,sim_number,mc_size,radar_beamwidth,base_protection_pts,min_ant_loss,radar_threshold,mc_percentile,sim_array_list_bs,data_label1,reliability,norm_aas_zero_elevation_data);
cell_mitigation_move_list_turn_off_data{point_idx}=off_list_bs;
cell_mitigation_move_list_mitigation_data{point_idx}=mitigation_list_bs;
end
toc;
mitigation_union_turn_off_list_data=unique(vertcat(cell_mitigation_move_list_turn_off_data{:}),'rows');
mitigation_union_mitigation_list_data=unique(vertcat(cell_mitigation_move_list_mitigation_data{:}),'rows');
%%%%%%%%First check if there are any overlap between the off and mitigation list.
%%%%%%%%%Change them to just the off list
[C,ia,ib]=intersect(mitigation_union_turn_off_list_data,mitigation_union_mitigation_list_data,'rows');
%%%%%%%%%C = A(ia) and C = B(ib).
all(mitigation_union_turn_off_list_data(ia,5)==mitigation_union_mitigation_list_data(ib,5))
%%%%%%Cut ib from B
size(mitigation_union_mitigation_list_data)
mitigation_union_mitigation_list_data(ib,:)=[];
size(mitigation_union_mitigation_list_data)
%%%%%%%%'Export the union move List of the Base Stations'
mitigation_union_turn_off_list_data(1,:)
[~,sort_union_idx]=sort(mitigation_union_turn_off_list_data(:,5));
table_union_move_list_off=array2table(mitigation_union_turn_off_list_data(sort_union_idx,[1,2,3,5,6,7,9]));
table_union_move_list_off.Properties.VariableNames={'BS_Latitude' 'BS_Longitude' 'BS_Height' 'Uni_Id' 'NLCD' 'Sector_Azi' 'EIRP'};
tic;
writetable(table_union_move_list_off,strcat(data_label1,'_Union_Move_List_Mitigation.xlsx'),'Sheet','Turn_Off');
toc;
%%%%%%%%'Export the union move List of the Base Stations'
mitigation_union_mitigation_list_data(1,:)
[~,sort_union_idx]=sort(mitigation_union_mitigation_list_data(:,5));
table_union_move_list_miti=array2table(mitigation_union_mitigation_list_data(sort_union_idx,[1,2,3,5,6,7,9]));
table_union_move_list_miti.Properties.VariableNames={'BS_Latitude' 'BS_Longitude' 'BS_Height' 'Uni_Id' 'NLCD' 'Sector_Azi' 'EIRP'};
tic;
writetable(table_union_move_list_miti,strcat(data_label1,'_Union_Move_List_Mitigation.xlsx'),'Sheet','Mitigation');
toc;
%%%%%%%%%%Maybe add those still on, but don't show the entire 600km radius
miti_off_data=unique(vertcat(mitigation_union_turn_off_list_data,mitigation_union_mitigation_list_data),'rows');
[C_on,ia_on,ib_on]=intersect(sim_array_list_bs,miti_off_data,'rows');
on_list_bs=sim_array_list_bs;
on_list_bs(ia_on,:)=[]; %%%%%%%Cut ia from A
size(sim_array_list_bs)
size(on_list_bs)
size(miti_off_data)
% % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % %%%%%%%%%Make some graphics
%%%%%%%%%%%%%%Calculate the Max Turn Off Distance
nnan_base_polygon=base_polygon(~isnan(base_polygon(:,1)),:);
[idx_knn]=knnsearch(nnan_base_polygon,mitigation_union_turn_off_list_data(:,[1:2]),'k',1); %%%Find Nearest Neighbor
base_knn_array=nnan_base_polygon(idx_knn,:);
knn_dist_bound=deg2km(distance(base_knn_array(:,1),base_knn_array(:,2),mitigation_union_turn_off_list_data(:,1),mitigation_union_turn_off_list_data(:,2)));%%%%Calculate Distance
max_knn_dist_off=ceil(max(knn_dist_bound))
%%%%%%%%%%%%%%Calculate the Max Mitigation Distance
nnan_base_polygon=base_polygon(~isnan(base_polygon(:,1)),:);
[idx_knn]=knnsearch(nnan_base_polygon,mitigation_union_mitigation_list_data(:,[1:2]),'k',1); %%%Find Nearest Neighbor
base_knn_array=nnan_base_polygon(idx_knn,:);
knn_dist_bound=deg2km(distance(base_knn_array(:,1),base_knn_array(:,2),mitigation_union_mitigation_list_data(:,1),mitigation_union_mitigation_list_data(:,2)));%%%%Calculate Distance
max_knn_dist_miti=ceil(max(knn_dist_bound))
close all;
figure;
hold on;
plot(mitigation_union_mitigation_list_data(:,2),mitigation_union_mitigation_list_data(:,1),'dy','LineWidth',2)
plot(mitigation_union_turn_off_list_data(:,2),mitigation_union_turn_off_list_data(:,1),'sr','LineWidth',2)
plot(base_polygon(:,2),base_polygon(:,1),'-b','LineWidth',3)
grid on;
plot_google_map('maptype','terrain','APIKey','AIzaSyCgnWnM3NMYbWe7N4svoOXE7B2jwIv28F8') %%%Google's API key made by nick.matlab.error@gmail.com
temp_axis=axis;
temp_axis(1)=temp_axis(1)-1;
temp_axis(3)=temp_axis(3)-1;
temp_axis(2)=temp_axis(2)+1;
temp_axis(4)=temp_axis(4)+1;
%%%%%%%%%%Replot for the right "layering"
plot(on_list_bs(:,2),on_list_bs(:,1),'og','LineWidth',2)
plot(mitigation_union_mitigation_list_data(:,2),mitigation_union_mitigation_list_data(:,1),'dy','LineWidth',2)
plot(mitigation_union_turn_off_list_data(:,2),mitigation_union_turn_off_list_data(:,1),'sr','LineWidth',2)
plot(base_polygon(:,2),base_polygon(:,1),'-b','LineWidth',3)
title({strcat('Max Turn Off Distance:',num2str(max_knn_dist_off),'km'),strcat('Max Mitigation Distance:',num2str(max_knn_dist_miti),'km')})
axis(temp_axis)
plot_google_map('maptype','terrain','APIKey','AIzaSyCgnWnM3NMYbWe7N4svoOXE7B2jwIv28F8') %%%Google's API key made by nick.matlab.error@gmail.com
filename1=strcat(data_label1,'_Off_Mitigation.png');
pause(0.1)
saveas(gcf,char(filename1))
retry_save=1;
while(retry_save==1)
try
save(file_name_union_move_miti_off,'mitigation_union_turn_off_list_data')
save(file_name_union_move_miti_miti,'mitigation_union_mitigation_list_data')
retry_save=0;
catch
retry_save=1;
pause(0.1)
end
end
end
end
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%End of the mitigations (COA 1 & 2) Move List/Union Function
%%%%%%%%%%Save
[var_exist_complete]=persisent_file_exist_app(app,complete_filename);
if var_exist_complete==2
%%%%%Nothing
else
retry_save=1;
while(retry_save==1)
try
complete=NaN(1);
%save(complete_filename,'complete')
pause(0.1);
retry_save=0;
catch
retry_save=1;
pause(0.1)
end
end
end
end
%%%%%%%%%%%%%%%%%%%%%%%%Single Location Should be complete at this point
if parallel_flag==1
multi_hWaitbarMsgQueue.send(0);
end
retry_cd=1;
while(retry_cd==1)
try
cd(rev_folder)
pause(0.1);
retry_cd=0;
catch
retry_cd=1;
pause(0.1)
end
end
%%%%%%%%Update the Cell
%[cell_neighborhood_status]=update_neighborhood_cell_rev1(app,folder_names,sim_folder);
end
if parallel_flag==1
multi_hWaitbarMsgQueue.send(0);
end
end
if parallel_flag==1
delete(multi_hWaitbarMsgQueue);
close(multi_hWaitbar);
end
end
end