{"id":4364,"date":"2025-10-29T23:54:11","date_gmt":"2025-10-29T23:54:11","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=4364"},"modified":"2025-10-29T23:54:11","modified_gmt":"2025-10-29T23:54:11","slug":"4364-2","status":"publish","type":"page","link":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/?page_id=4364","title":{"rendered":"Multi-Role Ground Nodes as Command Relays: Reliability Anchors and Fan-Out Hubs for Routing and RF Processing"},"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\/Multi-Role-Ground-Nodes-as-Command-Relays-Reliability-Anchors-and-Fan-Out-Hubs-for-Routing-and-RF-Processing-bgilbert1984.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of Multi-Role Ground Nodes as Command Relays Reliability Anchors and Fan-Out Hubs for Routing and RF Processing bgilbert1984.\"><\/object><a id=\"wp-block-file--media-0aa32f81-ab4e-4b3f-b415-8cb78efcd3f9\" href=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/10\/Multi-Role-Ground-Nodes-as-Command-Relays-Reliability-Anchors-and-Fan-Out-Hubs-for-Routing-and-RF-Processing-bgilbert1984.pdf\">Multi-Role Ground Nodes as Command Relays Reliability Anchors and Fan-Out Hubs for Routing and RF Processing bgilbert1984<\/a><a href=\"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/wp-content\/uploads\/2025\/10\/Multi-Role-Ground-Nodes-as-Command-Relays-Reliability-Anchors-and-Fan-Out-Hubs-for-Routing-and-RF-Processing-bgilbert1984.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-0aa32f81-ab4e-4b3f-b415-8cb78efcd3f9\">Download<\/a><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">We evaluate ground stations as multi-role<br>reliability anchors in contested RF control planes.<br>\u201cGround Station Alpha\u201d (and optionally \u201cBravo\u201d) with<br>capabilities={rf_processing, command_relay} act<br>as low-latency fan-out hubs. Using Poisson command streams<br>(\u03bb = 0.35 Hz) and dynamic link quality q \u2208 [0, 1], we compare<br>direct control to hub-mediated routing across single and<br>dual hub configurations. At 20 assets per hub, drop rate<br>falls from 10.54% (baseline) to 1.69% (1 hub) and 1.94% (2<br>hubs), while p95 latency improves from 1123 ms to 669 ms.<br>Dual hubs provide load distribution benefits, particularly for<br>mobile drone assets. Full reproducibility via make all with<br>data\/ground_relays_metrics.json.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We evaluate ground stations as multi-rolereliability anchors in contested RF control planes.\u201cGround Station Alpha\u201d (and optionally \u201cBravo\u201d) withcapabilities={rf_processing, command_relay} actas low-latency fan-out hubs. Using Poisson command streams(\u03bb = 0.35 Hz) and dynamic link quality q \u2208 [0, 1], we comparedirect control to hub-mediated routing across single anddual hub configurations. At 20 assets per hub, drop&hellip;&nbsp;<\/p>\n","protected":false},"author":2,"featured_media":4367,"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-4364","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\/4364","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=4364"}],"version-history":[{"count":0,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/pages\/4364\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=\/wp\/v2\/media\/4367"}],"wp:attachment":[{"href":"https:\/\/neurosphere-2.tail52f848.ts.net\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4364"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}