{"id":3693,"date":"2025-09-23T00:55:13","date_gmt":"2025-09-23T00:55:13","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=3693"},"modified":"2025-09-23T00:55:14","modified_gmt":"2025-09-23T00:55:14","slug":"ghost-modes-and-the-cost-of-over-recovery-in-rf-demodulation-2","status":"publish","type":"post","link":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=3693","title":{"rendered":"Ghost Modes and the Cost of Over-Recovery in RF Demodulation"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-spectrcyde wp-block-embed-spectrcyde\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"h5CTntn5a0\"><a href=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=3690\">Ghost Modes and the Cost of Over-Recovery in RF Demodulation<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;Ghost Modes and the Cost of Over-Recovery in RF Demodulation&#8221; &#8212; Spectrcyde\" src=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=3690&#038;embed=true#?secret=5XIMBOqz01#?secret=h5CTntn5a0\" data-secret=\"h5CTntn5a0\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>False positives\u2014or \u201cghost modes\u201d\u2014in RF demodulation pipelines inflate operational costs when systems respond<br>to spurious detections. We quantify the economic and latency<br>impact of ghost hits using anomaly detection modules from the<br>SignalIntelligenceSystem. Iso-ghost contours illustrate<br>regions of high false-positive risk, while cost curves demonstrate<br>the penalty of over-recovery under real-time constraints. Together<br>with our companion work on probabilistic agentic sweeps [1],<br>this paper completes the picture: not only where failure rims<br>occur, but also what their economic consequences are. Results<br>show that ghost modes can increase operational costs by 3\u00d7 in<br>high-uncertainty regions, with steepest penalties occurring under<br>sub-50ms latency constraints.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>False positives\u2014or \u201cghost modes\u201d\u2014in RF demodulation pipelines inflate operational costs when systems respondto spurious detections. We quantify the economic and latencyimpact of ghost hits using anomaly detection modules from theSignalIntelligenceSystem. Iso-ghost contours illustrateregions of high false-positive risk, while cost curves demonstratethe penalty of over-recovery under real-time constraints. Togetherwith our companion work on probabilistic agentic sweeps&hellip;&nbsp;<a href=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=3693\" rel=\"bookmark\"><span class=\"screen-reader-text\">Ghost Modes and the Cost of Over-Recovery in RF Demodulation<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":79,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","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":""},"categories":[10],"tags":[],"class_list":["post-3693","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-signal_scythe"],"_links":{"self":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/3693","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3693"}],"version-history":[{"count":1,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/3693\/revisions"}],"predecessor-version":[{"id":3694,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/3693\/revisions\/3694"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/media\/79"}],"wp:attachment":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3693"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3693"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3693"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}