학술논문

Assessing the effect of self-assembly ports in evolutionary swarm robotics
Document Type
Conference
Source
2016 IEEE Symposium Series on Computational Intelligence (SSCI) Computational Intelligence (SSCI), 2016 IEEE Symposium Series on. :1-8 Dec, 2016
Subject
Bioengineering
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Self-assembly
Collision avoidance
Robot kinematics
Ports (Computers)
Robot sensing systems
Mobile robots
Evolutionary robotics
self-assembly
machine learning
connection port configuration
docking mechanism
Language
Abstract
Self-assembly in swarm robotics is essential for a group of robots in achieving a common goal that is not possible to achieve by a single robot. Self-assembly also provides several advantages to swarm robotics. Some of these include versatility, scalability, re-configurability, cost-effectiveness, extended reliability, and capability for emergent phenomena. This work investigates the effect of self-assembly in evolutionary swarm robotics. Because of the lack of research literature within this paradigm, there are few comparisons of the different implementations of self-assembly mechanisms. This paper reports the influence of connection port configuration on evolutionary self-assembling swarm robots. The port configuration consists of the number and the relative positioning of the connection ports on each of the robot. Experimental results suggest that configuration of the connection ports can significantly impact the emergence of selfassembly in evolutionary swarm robotics.