{"id":3857,"date":"2025-10-06T11:06:39","date_gmt":"2025-10-06T11:06:39","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=3857"},"modified":"2025-10-06T11:06:39","modified_gmt":"2025-10-06T11:06:39","slug":"osint-augmented-rf-emitter-geolocation-at-city-scale-mission-aware-sensor-fusion-with-bayesian-tracking","status":"publish","type":"page","link":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/?page_id=3857","title":{"rendered":"OSINT-Augmented RF Emitter Geolocation at City Scale: Mission-Aware Sensor Fusion with Bayesian Tracking"},"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\/10\/OSINT-Augmented-RF-Emitter-Geolocation-at-City-Scale.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of OSINT-Augmented RF Emitter Geolocation at City Scale.\"><\/object><a id=\"wp-block-file--media-7551f1af-b256-4908-8f72-19320f8ec8de\" href=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/10\/OSINT-Augmented-RF-Emitter-Geolocation-at-City-Scale.pdf\">OSINT-Augmented RF Emitter Geolocation at City Scale<\/a><a href=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/10\/OSINT-Augmented-RF-Emitter-Geolocation-at-City-Scale.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-7551f1af-b256-4908-8f72-19320f8ec8de\">Download<\/a><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">We present a mission-aware fusion framework that geolocates RF emitters at city scale by<br>combining real-time measurements (bearing\/ToA\/TDoA\/SNR\/beam confidence) with OSINT-derived spatial\/temporal priors (FCC records, building\/permit<br>graphs, Wi-Fi maps, and on-chain timing). A Bayesian<br>tracker maintains a belief over candidate sites while a<br>lifecycle-verified mission orchestrator triggers tasking<br>under latency budgets. We quantify gains from OSINT<br>priors, reductions in sorties, and time-to-convergence.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We present a mission-aware fusion framework that geolocates RF emitters at city scale bycombining real-time measurements (bearing\/ToA\/TDoA\/SNR\/beam confidence) with OSINT-derived spatial\/temporal priors (FCC records, building\/permitgraphs, Wi-Fi maps, and on-chain timing). A Bayesiantracker maintains a belief over candidate sites while alifecycle-verified mission orchestrator triggers taskingunder latency budgets. We quantify gains from OSINTpriors, reductions in sorties, and&hellip;&nbsp;<\/p>\n","protected":false},"author":2,"featured_media":2576,"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-3857","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\/3857","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=3857"}],"version-history":[{"count":0,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/pages\/3857\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/media\/2576"}],"wp:attachment":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3857"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}