{"id":"W2167940464","doi":"10.1109/icuwb.2009.5288845","title":"A compressed sensing receiver for bursty communication with UWB Impulse Radio","year":2009,"lang":"en","type":"article","venue":"","topic":"Ultra-Wideband Communications Technology","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Demodulation; Transmitter; Nyquist rate; Compressed sensing; Electronic engineering; Wideband; Radio receiver design; Baud; Ultra-wideband; Real-time computing; Telecommunications; Sampling (signal processing); Algorithm; Detector; Channel (broadcasting); Transmission (telecommunications); Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004868462,0.0004078468,0.0004889106,0.0002390823,0.0002310612,0.0003441628,0.0007104496,0.000921406,0.001056158],"category_scores_gemma":[0.001290712,0.0001911878,0.0002145235,0.0002419868,0.0003489589,0.0007232371,0.0006042249,0.0008897116,0.0004338184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001991529,"about_ca_system_score_gemma":0.0003229099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002913667,"about_ca_topic_score_gemma":0.0002969443,"domain_scores_codex":[0.9995982,0.00008347876,0.00001599816,0.00005706303,0.000221142,0.00002409224],"domain_scores_gemma":[0.9995539,0.000206695,0.00006391075,0.00005663113,0.0000957901,0.00002307243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007102739,0.0001997826,0.001121013,0.0004034214,0.00009707864,0.0004769051,0.0002546306,0.1068405,0.3228705,0.05480988,0.005721372,0.5064946],"study_design_scores_gemma":[0.00008783787,0.0003652575,0.0003236712,0.00003354616,0.00004243327,0.000584568,0.00001737599,0.9287622,0.05692521,0.005159801,0.007655885,0.00004225498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01071172,0.0004414388,0.9873204,0.0002365785,0.00007816158,0.00002339741,0.00002687824,0.0002737729,0.0008876299],"genre_scores_gemma":[0.3318909,0.000656059,0.6629125,0.0004241298,0.0004287542,0.00009846329,0.0001569779,0.00005255624,0.003379646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001056158,"threshold_uncertainty_score":0.003533244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006797167317044879,"score_gpt":0.2054567686714936,"score_spread":0.1986596013544487,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}