{"id":"W2152610779","doi":"10.1109/tcomm.2011.012711.090592","title":"Asymptotically-Exact Performance Bounds of AF Multi-Hop Relaying over Nakagami Fading","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Independent and identically distributed random variables; Nakagami distribution; Fading; Rayleigh fading; Moment-generating function; Mathematics; Hop (telecommunications); Relay; Upper and lower bounds; Harmonic mean; Topology (electrical circuits); Cumulative distribution function; Maximal-ratio combining; Asymptotically optimal algorithm; Algorithm; Statistics; Probability density function; Computer science; Telecommunications; Combinatorics; Random variable; Mathematical analysis; Physics; Decoding methods","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":[0.003833942,0.00193668,0.00142787,0.001672889,0.0006457409,0.002320431,0.001272196,0.001095109,0.003038615],"category_scores_gemma":[0.02299532,0.0004538643,0.0007029732,0.001310341,0.001664256,0.00309047,0.001983485,0.001970647,0.0008703989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164747,"about_ca_system_score_gemma":0.001018644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002105684,"about_ca_topic_score_gemma":0.001792373,"domain_scores_codex":[0.9971113,0.0006936667,0.0001148673,0.0002399654,0.001354603,0.0004855809],"domain_scores_gemma":[0.987699,0.008442526,0.00079428,0.001367214,0.001543578,0.0001533342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002303202,0.0000493361,0.000781399,0.0002860559,0.00006144668,0.0001973794,0.0002417947,0.8479201,0.008338154,0.08670449,0.001487172,0.05370239],"study_design_scores_gemma":[0.00001329933,0.0001350781,0.0006510266,0.000103854,0.00003684569,0.0002643419,0.00007318638,0.9407434,0.005442274,0.05070245,0.001783309,0.00005099497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.061366,0.009746058,0.9024857,0.0004172581,0.0001577261,0.00004651081,0.0002568183,0.00082672,0.0246972],"genre_scores_gemma":[0.9398728,0.005097918,0.05137361,0.000172902,0.0002707477,0.0001282406,0.0002375624,0.0001331306,0.002713158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003833942,"threshold_uncertainty_score":0.02027601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0978336611917214,"score_gpt":0.3006831981207804,"score_spread":0.202849536929059,"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."}}