Research Topic 068 / 200

Multiple robots difficult to distinguish quickly

Identical appearance causes task device confusion; on-site dispatch relies on software lists.

Research direction: Embodied AI and service robotsProblem identification → Design validation → Implementation

Three-step solution method

  1. Analyze distance, angle, and environment when operations staff identify devices.
  2. Create a consistent identification system using unit numbers, visible markings and on-screen information.
  3. Run multi-robot dispatch simulations to test how accurately people locate units and match them to tasks.

Key Deliverables

  • Robot Identification Standards
  • On-Site Markings
  • Dispatch Testing

Verification Approach

Record incorrect robot selections, identification time and information inconsistencies.

Translating research into products and services

Around this topic, we connect needs research, product form, visual identity, and user flows; organizing design decisions through prototypes and task evidence, then integrating with engineering, operations, and service teams for delivery.

Related topics in this direction

Based on product context, user tasks, and existing materials, clarify this topic's research scope, stakeholder roles, and delivery timeline.

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