Core Insights - The modern intelligent AB door system represents a comprehensive systemic reconstruction, integrating cutting-edge technologies such as IoT, big data, and AI with prison security management logic, aiming for a qualitative leap from passive response to proactive warning and from single-point control to holistic coordination [1] Group 1: Intelligent Control Platform - The core of the intelligent AB door system is an integrated smart control platform that combines rule engines, AI algorithms, and big data analysis, moving beyond simple linear "if-then" logic [2] - The platform converts all security regulations into executable digital processes, ensuring that any non-compliant operation requests are automatically rejected and recorded [4] - The platform supports customizable workflows for different personnel, time periods, and security levels, enabling refined management [4] Group 2: Multimodal Perception - The system is equipped with diverse perception devices, forming a comprehensive "sensory nervous system" [5] - It employs multimodal biometric recognition, integrating high-precision facial recognition with fingerprint, iris, and finger vein technologies for enhanced security [7] - Advanced environmental perception includes stereo vision cameras for distance and posture assessment, radar for real-time tracking, and AI-enabled video analysis for automatic anomaly detection [8] Group 3: Collaborative Integration - The intelligent AB door system serves as a core node in prison security IoT, achieving deep and automated integration with surrounding systems [9] - In case of unauthorized access alarms, the system broadcasts alerts to the security integration platform, triggering real-time video display and emergency response protocols [11] - The system automates vehicle entry processes, including license plate recognition and prohibited item scanning, ensuring thorough security checks [11] Group 4: Data Intelligence - The system accumulates vast amounts of access data, evolving security management from retrospective analysis to real-time warnings and predictive capabilities [12] - Each access event generates a detailed electronic record, supporting rapid retrieval and audit [14] - AI models can identify abnormal access patterns and assess risk levels based on various data dimensions, providing actionable insights for decision-making [14] Group 5: Reliability and Stability - The system is designed for 24/7 operation, with full redundancy across all components to ensure seamless data synchronization and fault tolerance [15][17] - It features offline capabilities for local authentication during network outages, ensuring uninterrupted operations [17] - Predictive maintenance capabilities allow for real-time monitoring of device statuses, enabling proactive issue resolution [17] Conclusion - The modern intelligent AB door system has evolved into an integrated entity that combines intelligent perception, precise control, data-driven insights, and comprehensive collaboration, significantly enhancing security levels and modernizing prison management practices [1]