{"id":"W4312811360","doi":"10.1109/tap.2022.3220936","title":"Remarks on Noise Shaping for Phased Array Analog Beamforming","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Antennas and Propagation","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Beamforming; Antenna noise temperature; Computer science; Phased array; Electronic engineering; Stopband; Acoustics; Quantization (signal processing); Optics; Physics; Radiation pattern; Antenna (radio); Telecommunications; Antenna efficiency; Engineering; Algorithm; Band-pass filter","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001601192,0.0008436614,0.0004790839,0.0005584706,0.0007199606,0.001362017,0.0008180314,0.001374552,0.007107699],"category_scores_gemma":[0.005088971,0.0002549099,0.0008873859,0.0003914025,0.002255436,0.001845427,0.001137161,0.002168551,0.001920805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006798118,"about_ca_system_score_gemma":0.0003852621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006421598,"about_ca_topic_score_gemma":0.000437278,"domain_scores_codex":[0.9989743,0.0003327736,0.00005255145,0.0001362232,0.0004430937,0.00006108971],"domain_scores_gemma":[0.9984002,0.001112426,0.00007242258,0.0001679332,0.0002152626,0.00003178716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001005421,0.00002965255,0.000310512,0.0004497007,0.00002739373,0.000300761,0.000307737,0.05644426,0.01110384,0.8794926,0.005008851,0.04642414],"study_design_scores_gemma":[0.00002288238,0.0001962139,0.0003693911,0.0003105408,0.00002997538,0.0005293306,0.0001604388,0.2441543,0.01226732,0.6777611,0.0641239,0.00007466642],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006245723,0.004163553,0.9470797,0.00276025,0.001002432,0.00003741158,0.00009037579,0.0002720545,0.03834853],"genre_scores_gemma":[0.4683543,0.01665098,0.4677662,0.00582846,0.003805735,0.0003264186,0.0002403648,0.000854085,0.03617343],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007107699,"threshold_uncertainty_score":0.02377766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010111013936519,"score_gpt":0.2270017377180214,"score_spread":0.2069006275786562,"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."}}