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WIA AI-SENSOR-FUSION Standard

Multi-sensor fusion standard โ€” LiDAR, camera and IMU integration for robust, reliable robot perception.

ๅผ˜็›Šไบบ้–“ ยท Benefit All Humanity
4
Implementation Phases
12
Sensor Types
100Hz
Fusion Rate
<10ms
Fusion Latency

๐Ÿ”ง Four-Phase Implementation

A structured approach to achieving full AI Sensor Fusion interoperability and certification

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PHASE 1
Sensor Data Format

Standardized schemas for multi-sensor streams โ€” LiDAR point clouds, camera frames, and IMU readings with temporal alignment.

  • LiDAR point cloud format
  • Camera & IMU streams
  • Temporal alignment
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PHASE 2
Fusion API

RESTful and streaming APIs for sensor registration, fused state queries, and uncertainty estimation.

  • Sensor registration endpoints
  • Fused state queries
  • Uncertainty estimation
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PHASE 3
Sync Protocol

Real-time synchronization protocol for time-aligned multi-sensor data and Kalman-filter based fusion.

  • Time synchronization
  • Kalman filter fusion
  • Low-latency streaming
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PHASE 4
Integration

Integration patterns connecting fused perception output to navigation, planning, and robot control stacks.

  • Perception stack integration
  • Navigation & planning hooks
  • Diagnostics & monitoring

๐Ÿ† Certification Levels

Progressive certification paths for sensor and perception system vendors

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Level 1: Data Format

Implements standardized formats for LiDAR, camera, and IMU sensor data exchange.

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Level 2: Full API

Complete fusion API with sensor registration, fused state queries, and uncertainty output.

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Level 3: Complete

Full protocol compliance with real-time sync and perception stack integration.

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LiDAR-Camera Fusion

Verified cross-modal fusion of LiDAR point clouds with camera imagery.

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IMU Integration

Proven inertial data fusion for robust motion and pose estimation.

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AI-Enhanced

Advanced AI capabilities for adaptive fusion and uncertainty-aware perception.

๐Ÿš€ Ready to Standardize Your Sensor Fusion?

Explore our interactive simulator, comprehensive documentation, and certification programs.