Decentralized Multi-Sensor Fusion for Autonomous Vehicles
Named after the three-headed guardian of Greek mythology, Cerberus integrates three independent sensor modalities into a unified perception system—extending awareness beyond single-vehicle line-of-sight through networked V2X coordination.
Patent Pending · Architecture Complete · Integration Ready
Current autonomous vehicles operate as isolated agents, each making decisions based solely on its own sensors. Cerberus transforms vehicles into cooperative nodes in an intelligent transportation network—sharing perception, negotiating maneuvers, and providing collective fail-safe protection.
The system combines multi-sensor fusion with decentralized AI coordination, enabling vehicles to see through each other's sensors, negotiate complex interactions without central authority, and respond collectively to failures.
Three independent sensor modalities provide redundant, robust environmental perception under any conditions—day, night, rain, fog, or snow.
Detects heat signatures for spotting living beings—pedestrians, animals, warm vehicles—in low-light and obscured conditions where visual sensors fail.
Provides precise distance measurements and 3D environmental mapping with centimeter-level accuracy regardless of lighting conditions.
Captures visual details for object recognition—traffic lights, lane markings, road signs, and color-coded information critical for navigation.
Four integrated modules provide complete autonomous vehicle coordination—from perception sharing to emergency response.
Dynamically weights sensor inputs based on environmental conditions, encodes fused perception into V2X messages, and broadcasts to nearby vehicles—creating collective awareness beyond line-of-sight.
Enables vehicles to negotiate driving decisions without central authority. Handles merges, intersections, and platooning through consensus algorithms and cooperative game theory.
When a vehicle malfunctions, surrounding vehicles collectively stabilize it—positioning to contain, reducing speed, and if necessary transmitting authorized override commands.
Activates only when collision is mathematically imminent and unavoidable. Applies physics-based harm minimization (E = ½mv²) with full auditability—not ethical judgment, pure physics optimization.
Cerberus enables capabilities impossible with isolated vehicle operation.
See through other vehicles' sensors. Detect pedestrians hidden behind trucks through network-shared perception.
Negotiate lane changes and merges in real-time. Surrounding vehicles adjust gaps cooperatively.
Multiple vehicles arriving simultaneously negotiate crossing sequence without traffic signals.
Form and dissolve convoys dynamically. Vehicles mimic leader behavior for cohesive operation.
Malfunctioning vehicles protected by surrounding vehicles positioning to contain and stabilize.
Vulnerable road users (pedestrians, cyclists, scooters) detected and broadcast to all nearby vehicles.
Cerberus operates within a broader autonomous mobility ecosystem.
Decision architecture providing internal truth consolidation for autonomous operation without external validation dependency.
Urban mobility network providing smart infrastructure hubs and fleet-level coordination for city-wide deployment.
5G mesh network infrastructure providing V2X communication backbone, software integrity, and VRU protection features.
Cerberus is available for licensing to autonomous vehicle manufacturers and fleet operators seeking networked coordination capabilities.
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