{"id":"W2119612043","doi":"10.1109/wcl.2012.010912.110220","title":"Performance Analysis of Zero-Forcing for Two-Way MIMO AF Relay Networks","year":2012,"lang":"en","type":"article","venue":"IEEE Wireless Communications Letters","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"MIMO; Relay; Computer science; Multiplexing; Relay channel; Transmission (telecommunications); Linear network coding; Outage probability; Signal-to-noise ratio (imaging); Channel (broadcasting); Topology (electrical circuits); Telecommunications; Computer network; Mathematics; Fading","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":[0.001035417,0.0002049963,0.0004041651,0.0004210652,0.0006739186,0.00008426014,0.003647316,0.00006603175,0.000006648723],"category_scores_gemma":[0.00002786593,0.0002108003,0.0002523821,0.002158182,0.0002085901,0.0008018896,0.0006641269,0.0003117301,0.000007404597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009910067,"about_ca_system_score_gemma":0.00002750461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001719049,"about_ca_topic_score_gemma":0.00005536418,"domain_scores_codex":[0.9981673,0.0003445334,0.000581644,0.0002487305,0.0001986664,0.0004590939],"domain_scores_gemma":[0.9943551,0.0008515936,0.0003581828,0.004091403,0.0002227946,0.0001209655],"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":[0.00004866951,0.0008405081,0.07638026,0.00007845365,0.002591053,4.288859e-7,0.01043917,0.4397277,0.06033648,0.1224871,0.007945531,0.2791246],"study_design_scores_gemma":[0.0003395965,0.00001830049,0.008394247,0.00005256863,0.0001933934,0.000001633035,0.00002649727,0.9859723,0.001376566,0.00000487008,0.003357051,0.0002629466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2396818,0.001029521,0.7553698,0.002759447,0.0002600907,0.0002859196,0.000004738362,0.0001138677,0.0004948386],"genre_scores_gemma":[0.9528676,0.001264708,0.04433199,0.001200697,0.00005716814,0.0001619654,0.0000487411,0.00001911828,0.00004807323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7131858,"threshold_uncertainty_score":0.8596185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744994333609972,"score_gpt":0.2946915867906134,"score_spread":0.2472416434545136,"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."}}