{"id":"W2061008968","doi":"10.1109/tsp.2015.2423265","title":"Sum-Rate Optimal Network Beamforming and Subcarrier Power Allocation for Multi-Carrier Asynchronous Two-Way Relay Networks","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Signal Processing","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Relay; Beamforming; Subcarrier; Computer science; Transceiver; Relay channel; Multiplexing; Asynchronous communication; Orthogonal frequency-division multiplexing; Electronic engineering; Transmission (telecommunications); Channel (broadcasting); Computer network; Power (physics); Telecommunications; Engineering; Wireless","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00109014,0.00028667,0.0002642308,0.0001249175,0.001042472,0.0004591969,0.0004863805,0.000127855,0.00001131363],"category_scores_gemma":[0.00001220318,0.0002820792,0.00008743419,0.0006002323,0.0001102826,0.001147777,0.0000157816,0.00041894,0.000004901055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395988,"about_ca_system_score_gemma":0.0002198987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005749511,"about_ca_topic_score_gemma":0.00004825887,"domain_scores_codex":[0.9981509,0.0001792508,0.0004159007,0.0005360399,0.0002205873,0.0004972843],"domain_scores_gemma":[0.9985171,0.0001866017,0.0001706584,0.0004013341,0.0004472202,0.0002771042],"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":[0.00007470984,0.00007519898,0.00002362596,0.00001182474,0.00003231418,0.000001741916,0.001529914,0.7817483,0.0003758883,0.0004045903,0.0001009139,0.215621],"study_design_scores_gemma":[0.001251454,0.0001973707,0.00003941457,0.0001254805,0.00002941746,0.00001850203,0.0001127025,0.9948679,0.001492658,0.00007236699,0.001438268,0.0003544697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006204898,0.001340208,0.9909558,0.0003048153,0.0004008486,0.000431341,0.000003281486,0.0002173977,0.0001414002],"genre_scores_gemma":[0.9003407,0.00008463766,0.09865711,0.0004498949,0.0001275984,0.0001202493,0.000004696955,0.00003439012,0.0001807139],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8941358,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0539689869439438,"score_gpt":0.2997470752117007,"score_spread":0.2457780882677569,"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."}}