├── Fig2.jpg ├── QCQP_SCA.m ├── QCQP_SCA_square.m ├── README.md ├── SCA_phi_log_step.m ├── SCA_phi_step_para.m ├── SCA_phi_step_para_Uv.m ├── ULA_fun.m ├── armijo_RMT.m ├── armijo_batch.m ├── armijo_qcqp.m ├── armijo_theta_w.m ├── baseline_perfect_CSI.m ├── baseline_random.m ├── batch_fun.m ├── batch_fun_v2.m ├── batch_obj.m ├── channel_test_rho_10.mat ├── converge_SCA.mat ├── converge_SGD.mat ├── converge_SGD_bs_1.mat ├── converge_SGD_bs_10.mat ├── converge_SGD_bs_1e3.mat ├── convergence.jpg ├── convergence_minibatch_SGD.m ├── convergence_proposed.m ├── down_MRT.mat ├── down_Stochastic_SCA_PA.mat ├── down_Stochastic_SCA_PA_v2.mat ├── down_random_P2.mat ├── fp_fun.m ├── fun_B.m ├── fun_RMT.m ├── generate_channel.m ├── generate_channel_for_convergence.m ├── grad_RMT.m ├── minibatch_PA.mat ├── minibatch_adam_PA.mat ├── minibatch_adam_PA_v2.mat ├── path_LOS.m ├── perfect_SCA_P2.mat ├── plot_convergence.m ├── plot_fig_2.m ├── proposed_minibatch_SGD.m ├── proposed_online.m ├── test_rate.m └── user_channel.mat /Fig2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/Fig2.jpg -------------------------------------------------------------------------------- /QCQP_SCA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/QCQP_SCA.m -------------------------------------------------------------------------------- /QCQP_SCA_square.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/QCQP_SCA_square.m -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/README.md -------------------------------------------------------------------------------- /SCA_phi_log_step.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/SCA_phi_log_step.m -------------------------------------------------------------------------------- /SCA_phi_step_para.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/SCA_phi_step_para.m -------------------------------------------------------------------------------- /SCA_phi_step_para_Uv.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/SCA_phi_step_para_Uv.m -------------------------------------------------------------------------------- /ULA_fun.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/ULA_fun.m -------------------------------------------------------------------------------- /armijo_RMT.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/armijo_RMT.m -------------------------------------------------------------------------------- /armijo_batch.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/armijo_batch.m -------------------------------------------------------------------------------- /armijo_qcqp.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/armijo_qcqp.m -------------------------------------------------------------------------------- /armijo_theta_w.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/armijo_theta_w.m -------------------------------------------------------------------------------- /baseline_perfect_CSI.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/baseline_perfect_CSI.m -------------------------------------------------------------------------------- /baseline_random.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/baseline_random.m -------------------------------------------------------------------------------- /batch_fun.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/batch_fun.m -------------------------------------------------------------------------------- /batch_fun_v2.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/batch_fun_v2.m -------------------------------------------------------------------------------- /batch_obj.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/batch_obj.m -------------------------------------------------------------------------------- /channel_test_rho_10.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/channel_test_rho_10.mat -------------------------------------------------------------------------------- /converge_SCA.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/converge_SCA.mat -------------------------------------------------------------------------------- /converge_SGD.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/converge_SGD.mat -------------------------------------------------------------------------------- /converge_SGD_bs_1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/converge_SGD_bs_1.mat -------------------------------------------------------------------------------- /converge_SGD_bs_10.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/converge_SGD_bs_10.mat -------------------------------------------------------------------------------- /converge_SGD_bs_1e3.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/converge_SGD_bs_1e3.mat -------------------------------------------------------------------------------- /convergence.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/convergence.jpg -------------------------------------------------------------------------------- /convergence_minibatch_SGD.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/convergence_minibatch_SGD.m -------------------------------------------------------------------------------- /convergence_proposed.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/convergence_proposed.m -------------------------------------------------------------------------------- /down_MRT.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/down_MRT.mat -------------------------------------------------------------------------------- /down_Stochastic_SCA_PA.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/down_Stochastic_SCA_PA.mat -------------------------------------------------------------------------------- /down_Stochastic_SCA_PA_v2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/down_Stochastic_SCA_PA_v2.mat -------------------------------------------------------------------------------- /down_random_P2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/down_random_P2.mat -------------------------------------------------------------------------------- /fp_fun.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/fp_fun.m -------------------------------------------------------------------------------- /fun_B.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/fun_B.m -------------------------------------------------------------------------------- /fun_RMT.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/fun_RMT.m -------------------------------------------------------------------------------- /generate_channel.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/generate_channel.m -------------------------------------------------------------------------------- /generate_channel_for_convergence.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/generate_channel_for_convergence.m -------------------------------------------------------------------------------- /grad_RMT.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/grad_RMT.m -------------------------------------------------------------------------------- /minibatch_PA.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/minibatch_PA.mat -------------------------------------------------------------------------------- /minibatch_adam_PA.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/minibatch_adam_PA.mat -------------------------------------------------------------------------------- /minibatch_adam_PA_v2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/minibatch_adam_PA_v2.mat -------------------------------------------------------------------------------- /path_LOS.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/path_LOS.m -------------------------------------------------------------------------------- /perfect_SCA_P2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/perfect_SCA_P2.mat -------------------------------------------------------------------------------- /plot_convergence.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/plot_convergence.m -------------------------------------------------------------------------------- /plot_fig_2.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/plot_fig_2.m -------------------------------------------------------------------------------- /proposed_minibatch_SGD.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/proposed_minibatch_SGD.m -------------------------------------------------------------------------------- /proposed_online.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/proposed_online.m -------------------------------------------------------------------------------- /test_rate.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/test_rate.m -------------------------------------------------------------------------------- /user_channel.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/guohuayan/IRS_opt_statistical_CSI/HEAD/user_channel.mat --------------------------------------------------------------------------------