arXiv:2607.16341cs.RO2026-07中稿 · publication in the…

让机器人根据文化与情绪调整问候方式,提升人机互动自然度。

S.E.A.G.R: A Socially and Emotionally Aware Greeting Robot Framework with Dual-Layer Cultural and Affective Modulation

  • 分层调控:文化定类型,情绪调动作,实现柔性问候
  • 融合文化映射、情绪手势与距离调节,统一在感知-思考-行动框架中
  • 低成本原型验证可行性,适合跨文化服务场景应用

本文提出SEAGR(社交与情感感知问候机器人),一种面向多元文化背景与不同情绪状态用户的机器人问候框架。由于问候行为强烈影响第一印象、用户舒适度与信任感,公共空间中的机器人需具备社会适应性与动态调整能力。现有系统多依赖静态问候流程,忽视文化差异、情绪语境与人际距离。SEAGR采用双层调控机制:文化身份决定问候类型,情感线索影响执行方式。系统整合上下文感知的文化映射、基于情绪的手势调节及近体距离管理,统一嵌入感知-思考-行动架构。使用USB摄像头、超声波传感器、Arduino控制伺服电机及基于Python的笔记本处理系统搭建低成本原型。本工作为系统设计与概念验证,未进行用户实证研究,此被明确列为当前局限与未来重点方向。

原文摘要 · Abstract (English)

This paper presents SEAGR (Socially and Emotionally Aware Greeting Robot), a robotic greeting framework designed for human-robot interaction environments involving users from diverse cultural backgrounds and different emotional states. Since greeting behaviour strongly influences first impressions, user comfort, and trust, robots operating in public spaces must be able to interact in a socially appropriate and adaptive manner. However, many existing systems still rely on static greeting routines that do not account for cultural variation, emotional context, or interpersonal distance. SEAGR introduces a dual-layer modulation framework in which cultural identity determines the appropriate greeting type, while affective cues influence how that greeting is executed. The system combines context-aware cultural mapping, emotion-based gesture modulation, and proxemic regulation within a unified Sense-Think-Act architecture. A low-cost prototype is implemented using a USB camera, ultrasonic sensor, Arduino-controlled servos, and a laptop-based Python processing system. This work is presented as a system design and proof-of-concept; empirical validation through user studies is explicitly acknowledged as a current limitation and is identified as the primary direction for future work.

人机交互情感计算机器人

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