{"id":"W2151013122","doi":"","title":"Sum rate maximization in multi-operator two-way relay networks with a MIMO AF relay via POTDC","year":2013,"lang":"en","type":"article","venue":"European Signal Processing Conference","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Relay; MIMO; Beamforming; Maximization; Computer science; Mathematical optimization; Transmitter power output; Optimization problem; Operator (biology); Relay channel; Convex optimization; Power (physics); Algorithm; Mathematics; Regular polygon; Computer network; Telecommunications; Transmitter","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008969344,0.0003215605,0.0002675808,0.0001599525,0.0004093132,0.001079159,0.001360143,0.0000510162,0.0001296853],"category_scores_gemma":[0.00004465401,0.0002680682,0.00003511307,0.0009770073,0.000136724,0.001391287,0.0004557494,0.0005741244,0.0002113919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006352255,"about_ca_system_score_gemma":0.000169386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002575804,"about_ca_topic_score_gemma":0.00009126872,"domain_scores_codex":[0.9970656,0.001062738,0.0004952524,0.0006728048,0.000231166,0.0004724616],"domain_scores_gemma":[0.9982318,0.00009867513,0.0002500557,0.0006414524,0.0006026181,0.0001754038],"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":[0.00008721064,0.0004863093,0.008512939,0.00007580345,0.00004501333,0.0001676824,0.008466375,0.1483692,0.02060978,0.003927294,0.0008302004,0.8084222],"study_design_scores_gemma":[0.00102679,0.00009180897,0.01129249,0.000406671,0.000005457341,0.00001750489,0.00003918056,0.9857107,0.000340235,0.00003271314,0.0006097616,0.0004266681],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02113176,0.0006402272,0.9724246,0.0006609943,0.00007150001,0.0003672086,3.929597e-7,0.0002602877,0.004443053],"genre_scores_gemma":[0.960601,0.0001273263,0.03755875,0.0008131337,0.00005921072,0.0000330818,0.00001009434,0.0000423883,0.0007549693],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9394693,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03918453283932458,"score_gpt":0.2532808421147827,"score_spread":0.2140963092754581,"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."}}