25-Year Manufacturer of Commercial Vehicle Safety Solutions

Commercial driver anti-fatigue monitoring and AI telematics

AI DriverAnti-Fatigue& Vigilance Monitoring Solutions

Help commercial transport fleets monitor driver state with configurable fatigue and behavior alerts, standalone DMS options, compatible interfaces, and connected fleet-video configurations.

PERCLOS AI
Driver State Analysis
Infrared biometric eyelid closure & prolonged yawning recognition
Real-Time NPU
Edge AI Behavior Alerts
Instant in-cab voice alarm before hazardous microsleep and lane drift occur
940nm IR
Invisible Infrared Vision
Full nocturnal operation without blinding or disturbing driver night vision
4G LTE
Instant Cloud Telematics
Deployment paths: standalone DMS, sensor integration, or connected MDVR

Core Capabilities

Built for Proactive CommercialDriver Vigilance

AlwayCare DMS solutions monitor driver state and provide configurable alerts for fatigue-related signs and risky driving behaviors. Actual functions depend on the selected model and configuration.

AI facial eye-closure and microsleep detection
Deep Learning PERCLOS Eye-Closure TrackingRecognizes micro-sleep and eyelid drooping within 300ms across total darkness and varied lighting conditions.
Driver fatigue repetitive yawning recognition
Preemptive Yawning & Nodding DetectionIdentifies progressive fatigue stages before physical exhaustion leads to unintended lane drifts.
Driver gaze and head pose distraction monitoring
Head Pose & Gaze Deviation MonitoringContinuous 3D facial orientation tracking prevents visual inattention and highway distraction.
Driver cellphone calling and smoking detection
Hazardous Behavior & In-Cab Regulation ComplianceDetects mobile calling, smoking, and lens obstruction to ensure strict commercial driving compliance.

System Architecture

Anti-FatigueSystem Architecture& Hardware BOM

Typical solution architecture from driver-state sensing to local alerts, optional recording, and compatible fleet systems. The exact BOM depends on vehicle type, selected products, and project requirements.

No.System SubsystemRecommended ModelKey Technical SpecificationsOperational Role
01Driver Status AI CameraMR830 / MR810 / MR910-DDMS camera and driver-state monitoring functions vary by modelFatigue and behavior alerts according to the selected configuration
02AI Edge Telematics HostMR920 / MR910-DMulti-channel recording with optional AI, GPS/BeiDou, and 4G or Wi-Fi according to modelConnected monitoring and incident review when configured with the required cameras and platform
03Forward ADAS SensorAWS302 Forward Camera1080P Sony sensor, 60fps dynamic processing, calibration target includedForward collision warning (FCW), lane departure (LDW), headway monitoring
04Active Blind Spot CameraCC1004-BSD (Dual Units)Use a compatible BSD camera and warning device when the project requires side-zone detectionRight-side and left-side blind zone pedestrian/cyclist/vehicle detection
05Driver HMI Safety DisplayDP230 IPS MonitorUse a compatible in-cab monitor when visual display is requiredVisual assistance during maneuvering and real-time hazard warnings
06Audio-Visual Cabin AlertPZ-Alert Piezo BuzzerLocal voice or visual alerts according to selected hardwareImmediate wake-up alert to overcome severe drowsiness
07Automotive Wire HarnessArmored Aviation HarnessAviation GX16 sealed connectors, oil-resistant PU spring cable, anti-wear sleeveVehicle power and cable selection must be confirmed for the installation

Cross-Industry Matrix

Explore Other CommercialFleet Safety Solutions

Intelligent AI vision and sensor telematics engineered for diverse vehicle types and high-hazard commercial fleets.

AlwayCare Public Bus and Transit Safety SolutionsTransit Fleets

Public Bus & Transit

AI passenger counting (APC >98.5%), driver fatigue alerts, and articulated bus 360° surround view systems.

Explore Solution→
AlwayCare Commercial Logistics Fleet Safety SolutionsCommercial Freight

Logistics & Transport Fleet

AI MDVR telematics, dual-side blind spot pedestrian detection, 360° AVM, and anti-theft fuel level telemetry.

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AlwayCare Mining and Heavy Equipment Safety SolutionsHeavy Industry

Mining & Heavy Machinery

Ultra-rugged 77GHz millimeter-wave radar and thermal imaging safety systems engineered for extreme mining dust.

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AlwayCare Dangerous Goods and Hazmat Tanker Fleet SolutionsHazmat & Oil

Dangerous Goods & Tankers

ATEX/ADR explosion-proof surveillance, cabin fatigue monitoring, and blind spot alarms for hazardous transport.

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Field Application Profiles

Practical FieldDeployment Scenarios

Operational configurations and sensor deployment profiles across intercity passenger coaches, heavy freight transport, and hazardous chemical carriers.

Intercity passenger coach fleet AI DMS deployment
Intercity Passenger Transit

Intercity Coach & Long-Haul Transit Driver Vigilance

MR830 standalone driver fatigue monitoring unit deployed with in-cab spoken voice alarms, infrared night vision, and speed-linked alert sensitivity for night-shift coach operations.

Application Profile • Standalone DMS Architecture
Heavy freight prime mover AI video telematics fleet
Heavy Freight Logistics

Cross-Border Heavy Freight Fleet Telematics

MR920 8-channel AI MDVR integrating DMS driver fatigue monitoring, forward ADAS collision warning, and 4G cloud live video streaming for high-speed corridor logistics.

Application Profile • Connected AI MDVR Architecture
Petrochemical tanker fleet in-cab DMS sensor upgrade
Hazardous Materials Transport

Hazardous Materials Tanker In-Cab Vigilance

MR810 smart DMS sensor integrated directly with third-party GPS/AVL telematics blackboxes via RS232/RS485 and I/O alarm wires to monitor driver distraction and mobile phone usage.

Application Profile • Sensor Integration Architecture

Frequently Asked Questions

Anti-Fatigue SystemTechnical FAQs

In-depth technical answers for fleet safety executives, telematics engineers, and commercial vehicle operations directors.

How does the AlwayCare DMS system accurately detect fatigue through sunglasses or in complete darkness?
The camera employs a specialized 940nm invisible narrow-band infrared illumination system paired with an automotive starlight optical sensor. 940nm infrared wavelengths penetrate standard tinted eyewear and anti-reflective coated optical lenses, allowing the deep-learning neural network to isolate eye corners, pupil boundaries, and eyelid drooping without glint or reflection interference, and without emitting distracting visible red glow in dark cabins.
What is the false alarm rate, and how does the AI prevent alerts during normal mirror checks?
Alert logic and thresholds depend on the selected DMS model and configuration. Normal driving movements should be validated during commissioning for the vehicle, camera position, and operating conditions.
Can AlwayCare DMS sensors integrate into our existing third-party telematics or MDVR platform?
MR810 supports I/O and RS232 integration with compatible GPS trackers or MDVR systems. Other interfaces, protocols, video outputs, and platform connections depend on the selected product and project configuration and should be confirmed with the AlwayCare team.
How does the system handle driver privacy and regulatory compliance (e.g. EU GDPR / local privacy laws)?
AlwayCare systems support full privacy compliance configurations. Fleet managers can configure edge AI processing with zero video recording, where only mathematical facial landmark vectors and metadata alarm triggers are computed locally. In this mode, no identifiable facial video is stored or transmitted. For fleets requiring video evidence, selective localized face mosaic/blurring and encrypted partition storage are fully supported.
What is the recommended camera mounting position and calibration procedure?
For most commercial trucks and buses, the DMS camera is mounted directly on the dashboard in front of the steering wheel or on the lower portion of the left A-pillar (for left-hand drive vehicles), angled 15°–30° towards the driver's face at an optimal distance of 60–90cm. Calibration is automated: once powered on, the camera's voice guidance prompts the driver to look ahead for 3 seconds, after which automatic facial bounding box calibration is complete.
What certifications and vehicle electrical protections do AlwayCare anti-fatigue devices possess?
Certifications, electrical protections, voltage range, and environmental ratings vary by product. Please request the applicable datasheet and certification documents for the exact model before purchase or installation.


READY TO ELIMINATEDRIVER FATIGUE?

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