Cinema & Event Area Exit Crowd Management
Scenario record: it defines the environment, the mission flow and a proposed hardware and software configuration. The list below is a configuration proposal, not an installation inventory. Field projects lists deployed systems and their measurements.
- Environment
- Indoor, public area
- Operating mode
- Supervised autonomy
- Proposed robot
- Unitree AS2
The problem addressed
Stampede risk, congestion, and customer fall/crush hazard at cinema exits and post-events.
Draft mission flow
- 1Robot positions at exit points at movie or event end; monitors crowd density in real-time with stereo camera.
- 2Stampede risk score calculated; calm exit guidance given via speaker when dangerous threshold approached.
- 3Alternative exit routes and least congested doors shown on LED display.
- 4Security staff given real-time positioning recommendations for congestion points.
Proposed hardware
- Stereo Depth Camera
- HD Wide-Angle Camera
- Speaker
- LED Direction Display
- 3D LiDAR
Proposed software
- Navigation
- Safe guidance navigation among crowds at cinema/event area exits
- Model
- Exit Crowd Density Prediction, Stampede Risk Score, and Alternative Route Calculation
- Integration
- Mall Event Management System and Security Staff Positioning Platform
The robot's real operating limits

Unitree AS2
Industrial Capacity in a Compact Chassis
Product page- Ingress rating
- IP54
- Runtime
- >4 hours (No load)
- Operating temperature
- -20°C to 50°C
- Payload
- Up to 65 kg
- Max speed
- >5 m/s
- Climb
- 40°
Values are manufacturer data. Scenario fit is determined by comparing these limits with site conditions.
From scenario to installation
Feasibility is determined by the site survey: floor and route, network coverage, the charging point, intervention responsibilities and the conditions under which the robot must stop. The survey report defines the scope, the constraints and the commissioning steps.





























































