Designing Socially Aware Robot Motion. A Dynamical Systems Approach

Designing Socially Aware Robot Motion. A Dynamical Systems Approach

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Designing Socially Aware Robot Motion. A Dynamical Systems Approach (2026), Logos Verlag, Berlin, ISBN: 9783832580735

Inhaltsverzeichnis

  • BEGINN
  • Abstract
  • List of Figures
  • List of Tables
  • 1 Introduction
  • 1.1 Research Context
  • 1.2 Socially Aware Navigation
  • 1.3 Research Challenges in Socially Aware Navigation
  • 1.4 Contributions and Outline
  • 2 Related Work
  • 2.1 Survey Works on SAN
  • 2.2 Motion Planning Methods for Social Navigation
  • 2.3 Integrating Social Awareness into Motion Planning
  • 2.4 Evaluation Methodologies in SAN
  • 2.5 Summary and Discussion
  • 3 Background
  • 3.1 Core Concepts and Factors of Socially Aware Navigation
  • 3.2 Collision Avoidance using Dynamical System Modulation
  • 3.3 An Analytical View of DSM for Socially Aware Navigation
  • 3.4 Summary
  • 4 Framework 1: Social Inference Modulated DSM (SIM-DSM)
  • 4.1 Social Inference Model for Intent-Aware Planning
  • 4.2 The SIM-DSM Framework
  • 4.3 Simulation Study
  • 4.4 Summary
  • 5 Experimental Validation and Evaluation of SIM-DSM
  • 5.1 Introduction
  • 5.2 Experiment Setup
  • 5.3 Validation of the SIM-DSM Framework
  • 5.4 Subjective Participant Feedback
  • 5.5 Discussion
  • 6 Framework 2: Opinion Dynamics-based DSM (OD-DSM)
  • 6.1 Basic Idea of Opinion Dynamics
  • 6.2 The OD-DSM Framework
  • 6.3 Simulation Study
  • 6.4 Summary
  • 7 Experimental Validation and Evaluation of OD-DSM
  • 7.1 Experiment Setup
  • 7.2 Objective Validation of OD-DSM Framework
  • 7.3 Subjective Participant Feedback
  • 7.4 Comparison of SIM-DSM and OD-DSM
  • 7.5 Summary
  • 8 Conclusions and Future Work
  • 8.1 Conclusions
  • 8.2 Limitations and Future Work
  • A Appendix
  • A.1 Statistics of the Participant Feedback
  • A.2 Mobile Platform for Experimental Validation
  • A.3 Software Architecture
  • A.4 Human Motion Tracking
  • A.5 Participant Demographics
  • A.6 Image Credits
  • Bibliography
  • Zusammenfassung
  • Publications and Supervised Theses

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