标题： 通过滚动时域跟踪生成类人轨迹应用于TickTacking界面 显示英文标题

标题： Human-Like Trajectories Generation via Receding Horizon Tracking Applied to the TickTacking Interface

摘要： TickTacking是一种基于节奏的界面，允许用户通过双按钮点击在二维空间中控制指针。 本文研究了在目标跟踪任务中，将滚动时间范围方法应用于TickTacking界面以生成类似人类的轨迹。 通过分析用户生成的轨迹，我们识别出关键的人类行为特征，并在控制器中融入这些行为。 这种受人类启发的控制器性能与基于基础最优控制的智能体进行对比，证明了特定控制特征对于实现类似人类交互的重要性。 这些发现有助于更广泛的基于节奏的人机接口开发目标，提供了能够提升用户表现、改善直观性和减少交互挫败感的设计见解。 显示英文摘要

摘要： TickTacking is a rhythm-based interface that allows users to control a pointer in a two-dimensional space through dual-button tapping. This paper investigates the generation of human-like trajectories using a receding horizon approach applied to the TickTacking interface in a target-tracking task. By analyzing user-generated trajectories, we identify key human behavioral features and incorporate them in a controller that mimics these behaviors. The performance of this human-inspired controller is evaluated against a baseline optimal-control-based agent, demonstrating the importance of specific control features for achieving human-like interaction. These findings contribute to the broader goal of developing rhythm-based human-machine interfaces by offering design insights that enhance user performance, improve intuitiveness, and reduce interaction frustration