25-Year Manufacturer of Commercial Vehicle Safety Solutions

Driver Fatigue Monitoring Solutions for Commercial Fleets

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Core Capabilities

Built for Proactive Commercial Driver 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-Fatigue System 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 Commercial Fleet 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.

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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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Proven Field Deployment

Validated by Commercial Fleets & Transport Authorities Worldwide

Use cases below describe representative fleet applications. Request project references and performance data relevant to your operating environment.

Intercity passenger coach fleet AI DMS deployment
Intercity Bus Application

Long-Distance Passenger Carrier Eliminates Night-Shift Drowsy Driving

MR830 can be configured for coach fleets that need standalone driver monitoring, local alerts, and optional connectivity. Confirm fleet size, operating routes, and selected functions during project scoping.

Verified Case Study · 5 min read
Heavy freight prime mover AI video telematics fleet
Heavy Haulage Application

Cross-Border Freight Fleet Slashes Lane Drifts & Run-Off Collisions by 86%

MR920 can support multi-channel recording with optional DMS, ADAS, and BSD functions for connected heavy-vehicle operations. The final camera, network, and platform configuration should be validated before deployment.

Verified Case Study · 6 min read
Petrochemical tanker fleet in-cab DMS sensor upgrade
Hazardous-Transport Application

Hazmat Carrier Enforces 100% In-Cab Vigilance & Zero Calling Violations

MR810 can be evaluated for fleets that want DMS alerts integrated with an existing AVL, GPS tracker, or MDVR through compatible interfaces. Hazardous-transport compliance remains subject to the operator's local requirements.

Verified Case Study · 4 min read
Frequently Asked Questions

Anti-Fatigue System Technical 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.

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