{"id":4474,"date":"2025-11-03T16:14:09","date_gmt":"2025-11-03T16:14:09","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=4474"},"modified":"2025-11-03T16:14:09","modified_gmt":"2025-11-03T16:14:09","slug":"design-informed-rf-event-detection-with-atl-twpa-priors","status":"publish","type":"page","link":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/?page_id=4474","title":{"rendered":"Design-Informed RF Event Detection with ATL\/TWPA Priors"},"content":{"rendered":"\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/11\/Design-Informed-RF-Event-Detection-with-ATL-TWPA-Priors-bgilbert2-Rev-2.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of Design-Informed RF Event Detection with ATL TWPA Priors bgilbert2 Rev 2.\"><\/object><a id=\"wp-block-file--media-c319e151-5da0-4003-8549-d706d3ed71b9\" href=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/11\/Design-Informed-RF-Event-Detection-with-ATL-TWPA-Priors-bgilbert2-Rev-2.pdf\">Design-Informed RF Event Detection with ATL TWPA Priors bgilbert2 Rev 2<\/a><a href=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/11\/Design-Informed-RF-Event-Detection-with-ATL-TWPA-Priors-bgilbert2-Rev-2.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-c319e151-5da0-4003-8549-d706d3ed71b9\">Download<\/a><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">We show that injecting parametric-amplifier design<br>facts into field SIGINT\u2014rpm notch\/pole locations, stopbands,<br>and pump-locked idler relations from three-\/four-wave mixing\u2014<br>cuts false positives while preserving recall. We anchor in<br>deployed hooks (_load_atl_design, _label_atl_band,<br>_mixing_relations, annotate_signal_with_atl,<br>process_atl_alerts) and report ablations over frequency<br>tolerance (ppm) and the length of the recent-frequency FIFO<br>used to hypothesize idlers. Code produces a press-once PDF<br>with ROC\/PR curves and parameter grids.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Below is a <strong>structured expansion plan<\/strong> for the 2-page conference-style note <em>&#8220;Design-Informed RF Event Detection with ATL\/TWPA Priors&#8221;<\/em>.<br>The goal is to turn it into a <strong>4\u20136 page journal or extended conference paper<\/strong> (e.g., IEEE T-SIGINT, RFIC, or MILCOM) while preserving the core contribution and adding <strong>rigor, depth, and novelty<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n","protected":false},"excerpt":{"rendered":"<p>We show that injecting parametric-amplifier designfacts into field SIGINT\u2014rpm notch\/pole locations, stopbands,and pump-locked idler relations from three-\/four-wave mixing\u2014cuts false positives while preserving recall. We anchor indeployed hooks (_load_atl_design, _label_atl_band,_mixing_relations, annotate_signal_with_atl,process_atl_alerts) and report ablations over frequencytolerance (ppm) and the length of the recent-frequency FIFOused to hypothesize idlers. Code produces a press-once PDFwith ROC\/PR curves and parameter&hellip;&nbsp;<\/p>\n","protected":false},"author":2,"featured_media":4476,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"class_list":["post-4474","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/pages\/4474","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4474"}],"version-history":[{"count":0,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/pages\/4474\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/media\/4476"}],"wp:attachment":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4474"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}