{"id":"W2284399987","doi":"10.1109/vtcfall.2015.7391104","title":"QoS-Guaranteed User Association in HetNets via Semidefinite Relaxation","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Heterogeneous network; Computer science; Base station; Telecommunications link; Relaxation (psychology); Quality of service; Computational complexity theory; Association scheme; Association (psychology); Computer network; Mathematical optimization; Algorithm; Mathematics; Wireless network; Telecommunications; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002917565,0.00009887804,0.000127071,0.0001167516,0.00001236593,0.00001807813,0.00004897049,0.0001221171,0.0000179833],"category_scores_gemma":[0.0001657519,0.0001063121,0.00001860201,0.0002891104,0.000002926389,0.0003363141,0.000009479763,0.0001011252,0.0001890653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006058301,"about_ca_system_score_gemma":0.00001079264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006563152,"about_ca_topic_score_gemma":0.0002156425,"domain_scores_codex":[0.9992696,0.00003212312,0.0002690229,0.0001124398,0.0001448413,0.0001719642],"domain_scores_gemma":[0.9996476,0.00004548122,0.00006497296,0.0001227307,0.00007400053,0.00004517689],"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":[0.000005229251,0.000009901384,0.02184227,0.0000136308,0.00000943358,0.000001591558,0.000462396,0.9723284,0.001247369,0.0003190812,0.003285725,0.0004749486],"study_design_scores_gemma":[0.001804135,0.00003196405,0.005764666,0.00006529634,0.0000113865,0.00000687614,0.0002407491,0.9785787,0.003303736,0.0008566527,0.008912579,0.0004232278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07947524,0.0002141133,0.8760075,0.00008136545,0.001241346,0.0003982542,0.000003883232,0.0008701374,0.04170819],"genre_scores_gemma":[0.9903479,0.00001532665,0.007733045,0.00004837895,0.00008887563,0.00002540962,0.00003119182,0.00003520678,0.001674666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9108726,"threshold_uncertainty_score":0.4335282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176028866817843,"score_gpt":0.2137228613658572,"score_spread":0.2019625726976787,"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."}}