3D Backscatter Localization for Fine-Grained Robotics

3D Backscatter Localization for Fine-Grained Robotics

USENIX via YouTube Direct link

Quantitative Evaluation

13 of 18

13 of 18

Quantitative Evaluation

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3D Backscatter Localization for Fine-Grained Robotics

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  1. 1 Intro
  2. 2 Robots are moving towards fine-grained tasks
  3. 3 Today's robotic systems rely on vision for identification and localization
  4. 4 Can we use RFID localization for fine- grained robotics tasks?
  5. 5 Turbo Track
  6. 6 Localization by Estimating Distance
  7. 7 Approach 1: Measure Time-of-Flight
  8. 8 Approach 2: Measure Phase
  9. 9 Bayesian Super-resolution
  10. 10 Bayesian Fusion using MoGs
  11. 11 Space-Time Super-Resolution
  12. 12 Idea: Combine standard RFID reader with localization helper that has higher time resolution
  13. 13 Quantitative Evaluation
  14. 14 3D localization accuracy (Los)
  15. 15 Partial Implementations
  16. 16 Tracking Error vs Speed
  17. 17 Robotic Tasks: Robot Arms
  18. 18 Conclusion

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