{"id":"W4360995371","doi":"10.1109/tsp.2023.3260561","title":"Joint Optimization of Transmit Beamforming and Base Station Cache Allocation in Multi-Cell C-RAN","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Signal Processing","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Beamforming; Cache; Computer science; Backhaul (telecommunications); Optimization problem; Base station; Telecommunications link; Mathematical optimization; Convex optimization; Computer network; Algorithm; Telecommunications; Mathematics; Regular polygon","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":[],"consensus_categories":[],"category_scores_codex":[0.0001970017,0.0001576774,0.000179242,0.0004862261,0.0000936376,0.00002660144,0.00004447237,0.0000955932,0.00001053619],"category_scores_gemma":[0.000002965186,0.0001806533,0.00003155651,0.0007592408,0.00002764121,0.0005922168,4.585036e-7,0.0001627738,0.000003281106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009542611,"about_ca_system_score_gemma":0.00003066343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000178672,"about_ca_topic_score_gemma":0.00003655478,"domain_scores_codex":[0.9990112,0.00003116794,0.0004277176,0.0002003107,0.0001437973,0.0001858595],"domain_scores_gemma":[0.9996678,0.00004785667,0.00007746137,0.00008263586,0.00007595877,0.00004832568],"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":[0.00001492361,0.00004785612,0.000007403115,0.0004651477,0.000005177633,0.000001107616,0.001929285,0.9208757,0.04354837,7.564309e-7,0.000001153314,0.0331031],"study_design_scores_gemma":[0.0007476225,0.00003105235,0.00002631727,0.0002334546,0.00001587413,0.000002154422,0.0007120994,0.8991911,0.09888162,0.000008102992,0.000001893228,0.0001486746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02295844,0.0001140869,0.9761414,0.00001631142,0.00006298901,0.0003719,0.00001407259,0.0002703994,0.00005042202],"genre_scores_gemma":[0.963309,0.00009010607,0.03639366,0.000006367888,0.000009221306,0.0000816313,0.00002373388,0.0000493168,0.00003697352],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9403505,"threshold_uncertainty_score":0.7366826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270963826440524,"score_gpt":0.2447410134062181,"score_spread":0.2176446307621657,"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."}}