{"id":370,"date":"2025-05-15T05:27:22","date_gmt":"2025-05-15T05:27:22","guid":{"rendered":"https:\/\/guardexp.com\/?page_id=370"},"modified":"2026-03-31T07:55:59","modified_gmt":"2026-03-31T07:55:59","slug":"security-intrusion-detection","status":"publish","type":"page","link":"https:\/\/guardexp.com\/?page_id=370","title":{"rendered":"Medium and large-sized residential communities"},"content":{"rendered":"\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-7e44198\" data-block-id=\"7e44198\"><style>.stk-7e44198 {height:110px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-cover\" style=\"min-height:450px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-100 has-background-dim has-background-gradient\" style=\"background:linear-gradient(135deg,rgba(255,203,112,0.63) 0%,rgba(199,82,191,0.67) 50%,rgba(65,89,209,0.64) 100%)\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center has-ast-global-color-5-color has-text-color has-link-color has-large-font-size wp-elements-e0b5c9b1edc2640b34cdee1dbd6a9eea\">Make community security more proactive and daily operation and maintenance more efficient.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-5f1abdc\" data-block-id=\"5f1abdc\"><style>.stk-5f1abdc {height:60px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-stackable-hero stk-block-hero stk-block stk-4dbffb5 is-style-default\" data-v=\"2\" data-block-id=\"4dbffb5\"><style>.stk-4dbffb5-inner-blocks{justify-content:center !important;}.stk-4dbffb5 .stk-block-hero__content{min-height:40px !important;align-items:center !important;display:flex !important;}<\/style><div class=\"stk-block-hero__content stk-content-align stk-4dbffb5-column stk-container stk-4dbffb5-container stk-hover-parent\"><div class=\"stk-block-content stk-inner-blocks has-text-align-center stk--column-flex stk-4dbffb5-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-5eb5288\" id=\"medium-and-large-sized-residential-communities\" data-block-id=\"5eb5288\"><h2 class=\"stk-block-heading__text\">Medium and large-sized residential communities<\/h2><\/div>\n\n\n\n<p class=\"has-text-align-left has-background\" style=\"background-color:#fff0f8;font-size:22px\">Medium and large-sized residential communities typically feature large areas, numerous buildings, frequent personnel movement, and complex public areas. Their daily management involves multiple aspects such as security patrols, vehicle order, maintenance of public Spaces, night shifts, and handling of abnormal events. The traditional approach that relies on manual patrols and decentralized management often has problems such as discontinuous coverage, slow response speed, high pressure at night, and high management costs.<\/p>\n\n\n\n<p class=\"has-text-align-left has-background\" style=\"background-color:#fff0f8;font-size:22px\">The edge AI central command system for smart communities, designed to meet the actual operational needs of medium and large residential communities, builds a three-layer collaborative architecture of &#8220;community on-site layer &#8211; edge AI central layer &#8211; cloud large model layer&#8221;. The system deplores an edge AI hub locally in the community, uniformly connecting cameras, patrol robots, drones, environmental sensors and other intelligent terminals, to achieve continuous perception, local analysis, intelligent decision-making and device linkage of the community site.<\/p>\n\n\n\n<p class=\"has-text-align-left has-background\" style=\"background-color:#fff0f8;font-size:22px\">It not only helps property management &#8220;see problems&#8221;, but also enables them to &#8220;automatically identify problems, quickly judge problems, collaboratively handle problems, and continuously optimize management&#8221;.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-a2ae90e\" data-block-id=\"a2ae90e\"><\/div>\n\n\n\n<div class=\"wp-block-stackable-divider stk-block-divider stk-block stk-89c430d is-style-bar\" data-block-id=\"89c430d\"><style>.stk-89c430d hr.stk-block-divider__hr{background:var(--ast-global-color-3) !important;border-radius:calc(2px \/ 2) !important;height:2px !important;width:57% !important;}<\/style><hr class=\"stk-block-divider__hr\"\/><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Our Solution<\/h2>\n\n\n\n<div class=\"wp-block-group has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"background-color:#fff0f8;box-shadow:var(--wp--preset--shadow--sharp)\">\n<p style=\"font-size:22px\">In view of the characteristics of medium and large-sized residential communities, such as &#8220;high security pressure, long management chains, and numerous maintenance tasks&#8221;, the system deploys key capabilities to the local edge AI hub of the community to achieve:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"font-size:22px\">Local data processing and real-time identification<\/li>\n\n\n\n<li style=\"font-size:22px\">Unified access and unified scheduling for multiple terminals<\/li>\n\n\n\n<li style=\"font-size:22px\">Local autonomous handling of regular events<\/li>\n\n\n\n<li style=\"font-size:22px\">Cloud-enhanced analysis of complex events<\/li>\n\n\n\n<li style=\"font-size:22px\">Full-process traceability of tasks and operational visualization<\/li>\n<\/ul>\n\n\n\n<p style=\"font-size:22px\">Through this &#8220;edge autonomy first, cloud intelligence enhanced&#8221; architecture, the system can ensure real-time response while effectively reducing its reliance on networks, manual labor, and on-duty intensity, thereby enhancing the stability and intelligence level of the community&#8217;s daily operations.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-903c738\" data-block-id=\"903c738\"><\/div>\n\n\n\n<div class=\"wp-block-stackable-divider stk-block-divider stk-block stk-89a6433 is-style-bar\" data-block-id=\"89a6433\"><style>.stk-89a6433 hr.stk-block-divider__hr{background:var(--ast-global-color-3) !important;border-radius:calc(2px \/ 2) !important;height:2px !important;width:57% !important;}<\/style><hr class=\"stk-block-divider__hr\"\/><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\"><strong>Realized Functions<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-group is-layout-grid wp-container-core-group-is-layout-73d44df6 wp-block-group-is-layout-grid\">\n<div class=\"wp-block-group has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-left-radius:0px;border-bottom-right-radius:0px;background-color:#fff0f8;box-shadow:var(--wp--preset--shadow--deep)\">\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-10053e9\" data-block-id=\"10053e9\"><style>.stk-10053e9 {height:0px !important;}<\/style><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">Perimeter patrol and abnormal intrusion identification<\/h3>\n\n\n\n<p class=\"has-text-align-left\" style=\"padding-right:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40);font-size:20px\">Continuous monitoring and intelligent inspection should be carried out on key areas such as fences, entrances and exits, green boundaries, and underground entrances and exits to promptly detect risk situations such as abnormal entry and abnormal stay.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-background wp-container-content-da97c7ca is-layout-constrained wp-block-group-is-layout-constrained\" style=\"background-color:#fff0f8;box-shadow:var(--wp--preset--shadow--deep)\">\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-7ec4933\" data-block-id=\"7ec4933\"><style>.stk-7ec4933 {height:11px !important;}<\/style><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">Nighttime security patrol<strong>ection<\/strong><\/h3>\n\n\n\n<p class=\"has-text-align-left\" style=\"padding-right:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40);font-size:20px\">At night or during periods of low foot traffic, patrol robots or other intelligent terminals are dispatched to conduct regular, fixed-point or dynamic inspections to enhance the density of security coverage and the timeliness of response.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-background wp-container-content-da97c7ca is-layout-constrained wp-block-group-is-layout-constrained\" style=\"background-color:#fff0f8;box-shadow:var(--wp--preset--shadow--deep)\">\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-f101c72\" data-block-id=\"f101c72\"><style>.stk-f101c72 {height:0px !important;}<\/style><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">Identification of suspicious individuals and abnormal behaviors<\/h3>\n\n\n\n<p class=\"has-text-align-left\" style=\"padding-right:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40);font-size:20px\">By integrating cameras with local AI analysis capabilities, abnormal loitering, abnormal gathering, and prolonged stay in key areas can be identified and warned of.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"background-color:#fff0f8;box-shadow:var(--wp--preset--shadow--deep)\">\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-79fb193\" data-block-id=\"79fb193\"><style>.stk-79fb193 {height:0px !important;}<\/style><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">Inspection of fire lanes and public areas<\/h3>\n\n\n\n<p class=\"has-text-align-left\" style=\"padding-right:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40);font-size:20px\">Automatically detect problems such as occupied fire escape routes, accumulation of debris, and obstruction by obstacles, assist property management in timely rectification, and reduce safety hazards.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"background-color:#fff0f8;box-shadow:var(--wp--preset--shadow--deep)\">\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-875346d\" data-block-id=\"875346d\"><style>.stk-875346d {height:0px !important;}<\/style><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">Vehicle order and area anomaly detection<\/h3>\n\n\n\n<p style=\"padding-right:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40);font-size:20px\">Assist in identifying situations such as illegal parking, abnormal road occupation, and vehicle congestion in key areas to enhance the community&#8217;s ability to manage order.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-background wp-container-content-da97c7ca is-layout-constrained wp-block-group-is-layout-constrained\" style=\"background-color:#fff0f8;box-shadow:var(--wp--preset--shadow--deep)\">\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">Environmental maintenance collaboration<\/h3>\n\n\n\n<p style=\"padding-right:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40);font-size:20px\">By integrating robots, lawn mowers and other equipment, tasks such as lawn trimming, road inspection and public space maintenance are uniformly scheduled to reduce the burden of high-frequency and repetitive manual labor.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"background-color:#fff0f8;box-shadow:var(--wp--preset--shadow--deep)\">\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-823a71e\" data-block-id=\"823a71e\"><style>.stk-823a71e {height:0px !important;}<\/style><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">Environmental monitoring and abnormal early warning<\/h3>\n\n\n\n<p style=\"padding-right:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40);font-size:20px\">Connect sensors for temperature, humidity, smoke, water immersion, etc., to continuously monitor the environmental conditions and achieve early warning of potential risks.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"background-color:#fff0f8;box-shadow:var(--wp--preset--shadow--deep)\">\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-513550c\" data-block-id=\"513550c\"><style>.stk-513550c {height:0px !important;}<\/style><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">Closed-loop handling of abnormal events<\/h3>\n\n\n\n<p style=\"padding-right:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40);font-size:20px\">From event discovery, task generation, equipment linkage, on-site handling to result feedback, the system can form a complete closed loop and automatically retain process records.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-097274e\" data-block-id=\"097274e\"><\/div>\n\n\n\n<div class=\"wp-block-stackable-divider stk-block-divider stk-block stk-d30e5c5 is-style-bar\" data-block-id=\"d30e5c5\"><style>.stk-d30e5c5 hr.stk-block-divider__hr{background:var(--ast-global-color-3) !important;border-radius:calc(2px \/ 2) !important;height:2px !important;width:57% !important;}<\/style><hr class=\"stk-block-divider__hr\"\/><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-61a39ac\" data-block-id=\"61a39ac\"><style>.stk-61a39ac {height:50px !important;}<\/style><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">\ud83d\udca1<strong> Key Benefits<\/strong><\/h2>\n\n\n\n<ul style=\"background-color:#fff0f8\" class=\"wp-block-list has-background\">\n<li class=\"has-medium-font-size\" style=\"line-height:2\">Local autonomy ensures no network outage even when the network is disconnected.<\/li>\n\n\n\n<li class=\"has-medium-font-size\" style=\"line-height:2\">Respond quickly and shorten the disposal chain.<\/li>\n\n\n\n<li class=\"has-medium-font-size\" style=\"line-height:2\">Multi-device linkage forms a true closed loop.<\/li>\n\n\n\n<li class=\"has-medium-font-size\" style=\"line-height:2\">Reduce reliance on manual labor and optimize operating costs.<\/li>\n\n\n\n<li class=\"has-medium-font-size\" style=\"line-height:2\">Strengthen privacy protection and data security.<\/li>\n\n\n\n<li class=\"has-medium-font-size\" style=\"line-height:2\">Management is more standardized and the process is traceable<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-stackable-divider stk-block-divider stk-block stk-1b787dd is-style-bar\" data-block-id=\"1b787dd\"><style>.stk-1b787dd hr.stk-block-divider__hr{background:var(--ast-global-color-3) !important;border-radius:calc(2px \/ 2) !important;height:2px !important;width:80% !important;}<\/style><hr class=\"stk-block-divider__hr\"\/><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Enable medium and large residential communities to have truly executable intelligent hubs<\/h3>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-5a75c6a\" data-block-id=\"5a75c6a\"><style>.stk-5a75c6a {height:50px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\"><strong>Talk to Our Team<\/strong><\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/guardexp.com\/?page_id=323\"><strong>Request a  Demo<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-d1468c3\" data-block-id=\"d1468c3\"><style>.stk-d1468c3 {height:50px !important;}<\/style><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Medium and large-sized residential communities Medium and large-sized residential communities typically feature large areas, numerous buildings, frequent personnel movement, and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"normal-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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