DeepMIMO_Dataset_Generator.m

% ----------------- Add the path of DeepMIMO function --------------------%
addpath(genpath('DeepMIMO_functions'))

% -------------------- DeepMIMO Dataset Generation -----------------------%
% Load Dataset Parameters
dataset_params = read_params('parameters.m');
[DeepMIMO_dataset, dataset_params] = DeepMIMO_generator(dataset_params);

% To plot the LoS status of each user, provide the basestation data 
% into plot_los_status function.
plot_los_status(DeepMIMO_dataset{1}); % Plots the LoS for the first basestation

% -------------------------- Output Examples -----------------------------%
% DeepMIMO_dataset{i}.user{j}.channel % Channel between BS i - User j
% %  (# of User antennas) x (# of BS antennas) x (# of OFDM subcarriers)
%
% DeepMIMO_dataset{i}.user{j}.params % Parameters of the channel (paths)
% DeepMIMO_dataset{i}.user{j}.LoS_status % Indicator of LoS path existence
% %     | 1: LoS exists | 0: NLoS only | -1: No paths (Blockage)|
%
% DeepMIMO_dataset{i}.user{j}.loc % Location of User j
% DeepMIMO_dataset{i}.loc % Location of BS i
%
% % BS-BS channels are generated only if (params.enable_BSchannels == 1):
% DeepMIMO_dataset{i}.basestation{j}.channel % Channel between BS i - BS j
% DeepMIMO_dataset{i}.basestation{j}.loc
% DeepMIMO_dataset{i}.basestation{j}.LoS_status
%
% % Recall that the size of the channel vector was given by 
% % (# of User antennas) x (# of BS antennas) x (# of OFDM subcarriers)
% % Each of the first two channel matrix dimensions follows a certain 
% % reshaping sequence that can be obtained by the following
% % 'antennamap' vector: Each entry is 3 integers in the form of 
% % 'xyz' where each representing the antenna number in x, y, z directions
% antennamap = antenna_channel_map(params.num_ant_BS(1), ...
%                                  params.num_ant_BS(2), ...
%                                  params.num_ant_BS(3), 1);
%
% -------------------------- Dynamic Scenario ----------------------------%
%
% DeepMIMO_dataset{f}{i}.user{j}.channel % Scene f - BS i - User j
% % Every other command applies as before with the addition of scene ID
% params{f} % Parameters of Scene f
%
% ------------------------------------------------------------------------%