JOURNAL ARTICLE

Optimal sensor placement for cooperative distributed vision

Abstract

This paper describes a method for observing maneuvering targets using a group of mobile robots equipped with video cameras. These robots are part of a team of small-size (7x7x7 cm) robots configured from modular components that collaborate to accomplish a given task. The cameras seek to observe the target while facing it as much as possible from their respective viewpoints. This work considers the problem of scheduling and maneuvering the cameras based on the evaluation of their current positions in terms of how well can they maintain a frontal view of the target. We describe our approach, which distributes the task among several robots and avoids extensive energy consumption on a single robot. We explore the concept in simulation and present results.

Keywords:
Computer science Robot Mobile robot Viewpoints Task (project management) Modular design Scheduling (production processes) Energy consumption Self-reconfiguring modular robot Artificial intelligence Computer vision Task analysis Real-time computing Human–computer interaction Robot control Engineering

Metrics

16
Cited By
1.79
FWCI (Field Weighted Citation Impact)
10
Refs
0.87
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Robotic Path Planning Algorithms
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Robotics and Sensor-Based Localization
Physical Sciences →  Engineering →  Aerospace Engineering
Distributed Control Multi-Agent Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
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