{"id":"W3049087923","doi":"","title":"Cross-layer communication over fading channels with adaptive decision feedback","year":2020,"lang":"en","type":"article","venue":"Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fading; Network packet; Computer science; Channel (broadcasting); Queue; Transmitter; Markov decision process; Additive white Gaussian noise; Markov process; Control theory (sociology); Computer network; Mathematics; Statistics","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":[0.001731226,0.00088747,0.0006312203,0.0002677568,0.0004354326,0.001079767,0.0007542748,0.0007582931,0.001292474],"category_scores_gemma":[0.003185612,0.0003334835,0.0003776982,0.0004481175,0.0008042676,0.0009707453,0.001061952,0.0008432026,0.0001947799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008922691,"about_ca_system_score_gemma":0.0009604315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441372,"about_ca_topic_score_gemma":0.002172671,"domain_scores_codex":[0.9987993,0.0003911333,0.00006303938,0.0002182806,0.000277513,0.0002507465],"domain_scores_gemma":[0.9980679,0.001104179,0.0002816929,0.0001192768,0.0003464932,0.00008038773],"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":[0.000259605,0.00009208338,0.0009719458,0.0001168775,0.00009343916,0.0002195905,0.0000917725,0.9490466,0.01189779,0.01416669,0.0005201424,0.02252346],"study_design_scores_gemma":[0.00001353971,0.00008550581,0.00009653062,0.000005406835,0.00001446511,0.00003183457,0.000009021163,0.9957491,0.00139141,0.002415394,0.0001793945,0.00000833042],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1111378,0.0007790228,0.8835424,0.0003226979,0.0001378743,0.00005686305,0.00004241927,0.0001901948,0.003790616],"genre_scores_gemma":[0.9800341,0.0002198791,0.01848429,0.0001009125,0.00002446636,0.00003174397,0.00001479847,0.000009862873,0.001079932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002441372,"threshold_uncertainty_score":0.00915575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330067961892547,"score_gpt":0.2332177945964837,"score_spread":0.2199171149775583,"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."}}