{"id":"W4417281894","doi":"10.1109/pimrc62392.2025.11275291","title":"Movable Antenna Aided ISAC with Non-Orthogonal Multiple Access: Joint Power Allocation, Beamforming and Antenna Position Design","year":2025,"lang":"","type":"article","venue":"","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Beamforming; Antenna (radio); Joint (building); Base station; Power (physics); Interference (communication); Position (finance); Single antenna interference cancellation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003909981,0.0006379557,0.0006438934,0.0007454547,0.0005574637,0.0003593933,0.0008585528,0.0003621714,0.00008727449],"category_scores_gemma":[0.0002777393,0.000610263,0.00008871388,0.0011751,0.0003826401,0.002089926,0.0007117959,0.0006594241,0.00002087566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003078167,"about_ca_system_score_gemma":0.0001997042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008613517,"about_ca_topic_score_gemma":0.00009899969,"domain_scores_codex":[0.9972593,0.00007401932,0.0009383219,0.0007118645,0.0003058285,0.0007106363],"domain_scores_gemma":[0.9973251,0.0004257855,0.0002598964,0.00138598,0.0004849659,0.0001182299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009971332,0.0007847869,0.01755015,0.001662102,0.001358016,0.0000317294,0.001588933,0.3032492,0.6284918,0.02380588,0.0009412165,0.01953908],"study_design_scores_gemma":[0.002447464,0.0002548977,0.0160875,0.001558781,0.00009895465,0.00004169318,0.002403527,0.8620265,0.1104984,0.003357135,0.0002122248,0.001012941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05774685,0.002259731,0.9355524,0.0009969361,0.0001555317,0.001206859,0.00001686422,0.00099202,0.001072824],"genre_scores_gemma":[0.7539949,0.002017591,0.243092,0.0001903088,0.00001093204,0.0001818478,0.00003385921,0.00006666427,0.0004118573],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6962481,"threshold_uncertainty_score":0.9996349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899161172159165,"score_gpt":0.249296213083404,"score_spread":0.2303046013618124,"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."}}