{"id":"W2069466651","doi":"10.1109/icassp.2010.5496303","title":"A semi-closed form solution to the SNR balancing problem of two-way relay network beamforming","year":2010,"lang":"en","type":"article","venue":"","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Beamforming; Relay; Computer science; Closed-form expression; Context (archaeology); Simple (philosophy); Bisection; Computational complexity theory; Mathematical optimization; Transceiver; Power (physics); Bisection method; Transmitter power output; Algorithm; Mathematics; Telecommunications; Channel (broadcasting); Wireless","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":[0.00186307,0.001257842,0.001079664,0.00040188,0.0003853519,0.0017467,0.0009270925,0.001649496,0.008182514],"category_scores_gemma":[0.004733562,0.0005537816,0.0005330355,0.0006361984,0.001066176,0.001464447,0.001254471,0.00161351,0.003243719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005906068,"about_ca_system_score_gemma":0.001455567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005802327,"about_ca_topic_score_gemma":0.001018715,"domain_scores_codex":[0.998934,0.0004427636,0.00004492622,0.0001591333,0.0003582266,0.00006102547],"domain_scores_gemma":[0.9981412,0.001097914,0.0001373637,0.0001088329,0.0004695099,0.00004528788],"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":[0.0001411569,0.000159292,0.0002733699,0.0005633497,0.00005591259,0.000186958,0.0002320696,0.6797075,0.01897926,0.08091923,0.009982014,0.2087998],"study_design_scores_gemma":[0.0000483003,0.0001488815,0.00008425592,0.00004979052,0.00001248639,0.00021224,0.00006449354,0.966576,0.004548065,0.02281951,0.005411665,0.00002429356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00060363,0.00005204016,0.9981831,0.00005284622,0.00001857971,0.0000257447,0.00002247213,0.0000857364,0.0009558291],"genre_scores_gemma":[0.09458447,0.0004686258,0.8986339,0.0001804267,0.0001243327,0.0004958774,0.0002313388,0.0001280631,0.00515293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008182514,"threshold_uncertainty_score":0.02737325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903465731868609,"score_gpt":0.2630708581450873,"score_spread":0.2440362008264012,"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."}}