WiFi-movement-identification:设置一个WiFi发射器，一个WiFi接收器，通过发射和接受CSI信号，...
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2021-06-11
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WiFi-movement-identification:设置一个WiFi发射器，一个WiFi接收器，通过发射和接受CSI信号，进行空间内变化检测，当进行不同的动作（如蹲下、站起、跌倒等）使，会引起WiFi信号的变化，使用机器学习模型对不同的信号进行分类，以达到动作识别（movement identification）任务 （298个子文件） 
read_bfee.cpp 4KB LDA.m 8KB create_training_data.m 6KB attributes_extraction.m 4KB mySVD.m 3KB feature_selection.m 3KB get_eff_SNRs_sm.m 3KB cross_validation.m 3KB get_eff_SNRs.m 3KB read_bf_file.m 3KB plotTimeGraph.m 2KB get_scaled_csi.m 2KB get_mimo2_SNRs_sm.m 2KB get_mimo2_SNRs.m 1KB get_mimo3_SNRs_sm.m 1KB sm_matrices.m 1KB main.m 1KB get_mimo3_SNRs.m 1KB svm_training.m 1KB Pattern_Extraction.m 1KB Abnormal_Pattern_Extraction.m 981B split_subset.m 971B create_testing_data.m 893B Part_one_get_lof_of_each_point.m 845B lda_training.m 842B product_dataSet.m 701B lda_classifying.m 686B get_total_rss.m 592B get_total_rss.m 592B get_total_rss.m 592B svm_classifying.m 567B remove_sm.m 567B get_LOF_of_Every_Point.m 558B get_simo_SNRs.m 498B get_Lrd.m 492B get_LOF.m 491B get_scaled_csi_sm.m 458B get_scaled_csi_sm.m 458B get_Lrd_All.m 408B get_K_distance.m 342B apply_sm.m 337B get_Reach_dist.m 245B get_Distance_All.m 230B get_K_Dist_All.m 207B dbinv.m 145B dbinv.m 145B qam16_berinv.m 140B qam64_berinv.m 138B qam64_ber.m 135B bpsk_berinv.m 133B qam16_ber.m 133B qpsk_berinv.m 129B bpsk_ber.m 128B qpsk_ber.m 126B 6.mat 72KB 8.mat 36KB 7.mat 30KB pattern_pick8.mat 21KB pattern_run7.mat 21KB pattern_pick11.mat 20KB pattern_run1.mat 19KB pattern_pick12.mat 18KB pattern_walk2.mat 17KB pattern_run3.mat 17KB pattern_walk3.mat 17KB pattern_sofa2sit4.mat 17KB pattern_walk6.mat 17KB pattern_walk1.mat 17KB pattern_walk5.mat 17KB pattern_run6.mat 15KB pattern_walk4.mat 15KB pattern_walk7.mat 15KB pattern_run2.mat 15KB pattern_pick9.mat 13KB pattern_stand2sit9.mat 13KB pattern6_5.mat 13KB pattern_sit_test12.mat 13KB pattern_jump3.mat 13KB pattern_sofa2sit9.mat 13KB pattern_run5.mat 13KB pattern_run4.mat 12KB pattern_stand2sofa3.mat 12KB pattern_pick2.mat 11KB pattern_pick10.mat 11KB pattern_wave2.mat 11KB pattern_sofa2stand7.mat 11KB pattern_sofa2stand8.mat 11KB pattern_wave3.mat 11KB pattern_wave5.mat 11KB pattern_wave1.mat 11KB pattern_sofa2sit2.mat 11KB pattern_wave4.mat 11KB pattern_wave10.mat 11KB pattern_sofa2sit5.mat 11KB pattern_jump7.mat 11KB pattern_jump1.mat 11KB pattern_high2stand10.mat 11KB pattern_wave6.mat 11KB pattern_jump6.mat 11KB pattern_stand2sofa5.mat 11KB共 298 条
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