Menu
Peptide Database
Results
No peptides found
Featured

Use search to browse all 100+ peptides

Humanin

HN, S14G-Humanin

Quick Stats
Studies 491
Trials 100
2022 pubmed 1 citations

Bio-Inspired Vision and Gesture-Based Robot-Robot Interaction for Human-Cooperative Package Delivery.

Joshi. Kaustubh K; Roy Chowdhury. Abhra A

Key Findings

  • s intended paths by detecting shapes and calculating area",
  • ,

Practical Outcomes

  • There are no actionable insights for humanin use or health optimization. The findings are specific to robotics and do not translate to protocols for longevity, metabolism, or performance.

Summary

The study describes a new way for two robots to work together on delivering packages by using shapes and gestures instead of network communication. It focuses on robot vision and movement accuracy, not on any health or peptide-related topics. For people interested in the peptide humanin, this research offers no relevant information.

Abstract

This research presents a novel bio-inspired framework for two robots interacting together for a cooperative package delivery task with a human-in the-loop. It contributes to eliminating the need for network-based robot-robot interaction in constrained environments. An individual robot is instructed to move in specific shapes with a particular orientation at a certain speed for the other robot to infer using object detection (custom YOLOv4) and depth perception. The shape is identified by calculating the area occupied by the detected polygonal route. A metric for the area's extent is calculated and empirically used to assign regions for specific shapes and gives an overall accuracy of 93.3% in simulations and 90% in a physical setup. Additionally, gestures are analyzed for their accuracy of intended direction, distance, and the target coordinates in the map. The system gives an average positional RMSE of 0.349 in simulation and 0.461 in a physical experiment. A video demonstration of the problem statement along with the simulations and experiments for real world applications has been given here and in Supplementary Material.

Study Information

Provider

pubmed

Year

2022

Date

2022-07-07T00:00:00.000Z

DOI

10.3389/frobt.2022.915884

Citations

1

References

32