{"id":"W2754638417","doi":"10.1109/twc.2017.2751467","title":"A Novel Approach for QoS-Aware Joint User Association, Resource Block and Discrete Power Allocation in HetNets","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Wireless Communications","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Ontario Ministry of Economic Development and Innovation","keywords":"Computer science; Resource allocation; Base station; Heterogeneous network; Quality of service; Mathematical optimization; Block (permutation group theory); Computer network; Convex optimization; Handover; Distributed computing; Regular polygon; Wireless; Wireless network; Mathematics; Telecommunications","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":[0.0002784806,0.0002028062,0.0002523519,0.0001783718,0.0007714792,0.0001359833,0.0005152546,0.0001828656,0.00000266385],"category_scores_gemma":[0.00002955855,0.0002358909,0.00007149986,0.0001412718,0.00007924501,0.0004319886,0.000009274551,0.0003356927,0.000003490827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003314661,"about_ca_system_score_gemma":0.00002314345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007307111,"about_ca_topic_score_gemma":0.0005071381,"domain_scores_codex":[0.998901,0.00005453268,0.0004144857,0.0002481572,0.0001348138,0.0002470175],"domain_scores_gemma":[0.9977614,0.0001811625,0.0001859393,0.001661829,0.0001361836,0.00007349482],"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":[0.00001716219,0.0002342519,0.0001223255,0.00007853306,0.00009320462,1.393435e-7,0.001128153,0.9913185,0.004677322,0.000395334,0.0002392732,0.001695832],"study_design_scores_gemma":[0.001640669,0.00003950221,0.001524925,0.000163772,0.00005899883,0.000008268024,0.0005605447,0.9902164,0.003053516,0.00002932796,0.002243993,0.0004600611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004801436,0.00008632638,0.9921369,0.0007159174,0.0001577841,0.0008824178,0.0001404397,0.000205968,0.0008727866],"genre_scores_gemma":[0.9712785,0.0002377904,0.0271233,0.00003025022,0.00002135425,0.0007601423,0.0000488552,0.00006731188,0.0004325025],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.966477,"threshold_uncertainty_score":0.9619353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634509763025518,"score_gpt":0.258328624520594,"score_spread":0.2319835268903388,"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."}}