{"id":"W2885543785","doi":"10.1109/icc.2018.8422501","title":"Pilot Decontamination for Cell-Edge Users in Multi-Cell Massive MIMO Based on Spatial Filter","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Transmission (telecommunications); Enhanced Data Rates for GSM Evolution; Filter (signal processing); MIMO; Human decontamination; Channel (broadcasting); Base station; SIGNAL (programming language); Real-time computing; Electronic engineering; Telecommunications; Computer vision; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007640077,0.000143668,0.0001235732,0.0001549603,0.00003073661,0.00001768191,0.00007646028,0.00005642246,0.00009032789],"category_scores_gemma":[0.00002942728,0.0001471976,0.00002963905,0.00008931934,0.00001374268,0.0001461511,0.000007587538,0.00005835994,0.000069682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625042,"about_ca_system_score_gemma":0.00001121931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005124964,"about_ca_topic_score_gemma":0.0008777684,"domain_scores_codex":[0.9993112,0.00001801342,0.0002171515,0.0001891115,0.00006286374,0.0002016385],"domain_scores_gemma":[0.9995927,0.00009657435,0.00004100977,0.0001658314,0.00007026486,0.00003367427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001314412,0.0002436548,0.001015966,0.000207972,0.000006423844,0.000002471682,0.000381094,0.9620019,0.03180669,0.00004438914,0.002047831,0.002110164],"study_design_scores_gemma":[0.00248673,0.0002854601,0.0004113885,0.00003112906,0.000004092868,9.702401e-8,0.00004089193,0.8862977,0.109936,0.000004934095,0.0003391192,0.0001624868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01634174,0.00000751932,0.9776302,0.00001921815,0.0005375224,0.0006800818,0.00001438826,0.0001449381,0.004624406],"genre_scores_gemma":[0.9349764,0.000001128746,0.06381372,0.00007335482,0.00009323817,0.0001202765,0.00004805854,0.00004720797,0.000826594],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9186347,"threshold_uncertainty_score":0.6002542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854422395448369,"score_gpt":0.2403705116138418,"score_spread":0.2218262876593581,"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."}}