{"id":"W4225891336","doi":"10.48550/arxiv.2111.10022","title":"Concurrent Transmission and Multiuser Detection of LoRa Signals","year":2021,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Cisco Systems","keywords":"Transmitter power output; Computer science; Transmission (telecommunications); Telecommunications link; Scalability; Convex optimization; Optimization problem; Power control; Computational complexity theory; Range (aeronautics); Power (physics); Mathematical optimization; Algorithm; Computer network; Regular polygon; Mathematics; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009669496,0.0008021944,0.0006586054,0.0004588965,0.0004566005,0.0009440158,0.001343043,0.0007245154,0.000755145],"category_scores_gemma":[0.00367946,0.00042948,0.0005733542,0.0005846017,0.001093538,0.001715274,0.001307945,0.001262556,0.000293223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008026054,"about_ca_system_score_gemma":0.0006302056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002647806,"about_ca_topic_score_gemma":0.002117708,"domain_scores_codex":[0.9986565,0.0004920162,0.00002699314,0.0002727922,0.0003950029,0.0001565896],"domain_scores_gemma":[0.9981192,0.001114269,0.0002677992,0.0002275538,0.0001955777,0.00007551821],"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":[0.0001166699,0.00005857685,0.0009476888,0.00005421887,0.00004035796,0.0002157197,0.0001257684,0.9291592,0.006849575,0.0374783,0.0005532815,0.02440068],"study_design_scores_gemma":[0.000004888645,0.00002236715,0.00007953505,0.000001608862,0.000003691878,0.00003873812,0.000005693367,0.9944359,0.0006309349,0.004458914,0.0003121154,0.000005621587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03759012,0.0002209827,0.9588866,0.0002036468,0.00003987334,0.00003091009,0.00004405763,0.0001453197,0.00283864],"genre_scores_gemma":[0.9084647,0.0002713007,0.08725154,0.0001139481,0.00008215202,0.00008202536,0.00005924862,0.0000489623,0.003626003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002647806,"threshold_uncertainty_score":0.005823314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03742822230421897,"score_gpt":0.1728970184308178,"score_spread":0.1354687961265988,"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."}}