A Systematic Review of Swarm Robots

Author:

Olaronke Iroju,Rhoda Ikono,Gambo Ishaya,Oluwaseun Ojerinde,Janet Olaleke

Abstract

Advances in robotics have paved the way for a novel approach of organizing large numbers of robots, otherwise referred to as multi-robots. Multi-robots can either be homogenous or heterogeneous. Nevertheless, a group of autonomous and relatively homogenous robots that interacts with one another as well as with their environment is referred to as swarm robots. Swarm robots are biologically inspired by natural swarms as found in animal societies such as birds and fishes as well as social insects such as honey bees, wasps, termites and ants. Hence, they exhibit certain properties which are similar to those found in these creatures such as aggregation, self-organization, foraging as well as flocking. Swarm robots work together to achieve a desired goal, which is usually too complex for a single robot to accomplish. They are typically characterized by simplicity of individuals, fault tolerance, autonomy, parallelism, high reliability, scalability as well as robustness. They can be used for mining, military, medical and agricultural activities. They can also be used for search and rescue missions, toxic waste cleanup, and for piling sandbags along coastlines in preparation for floods or hurricane. Nevertheless, swarm robots are plagued with the stigma of widespread, interference, uncertainty, safety and lack of reliable communication. Furthermore, studies in swarm robotics are practically limited to virtual reality simulations. Hence, the principles of swarm robotics are rarely applied to real-life problems.  It is against this background that this study systematically explores swarm robots. This study reviewed eighty literatures relating to swarm robots. These literatures were obtained from journal articles, technical reports, books, and conference proceedings. The selection of these literatures was based on their relevance to the research problem. This study revealed that the application of swarm robots to real life problems would promote the development of systems that are robust, fault tolerant and scalable.

Publisher

Sciencedomain International

Subject

General Medicine

Cited by 16 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Swarm Robotics for Autonomous Aerial Robots: Features, Algorithms, Control Techniques, and Challenges;2024 4th International Conference on Emerging Smart Technologies and Applications (eSmarTA);2024-08-06

2. The Extended RoSA Conceptual Architecture for Managing Consumer-Grade Social Robot Surrogates;2024 IEEE Gaming, Entertainment, and Media Conference (GEM);2024-06-05

3. Fast Swarming of UAVs in GNSS-Denied Feature-Poor Environments Without Explicit Communication;IEEE Robotics and Automation Letters;2024-06

4. OMICRON - Design of a Swarm Robot with Wireless Communication;2024 IEEE 22nd World Symposium on Applied Machine Intelligence and Informatics (SAMI);2024-01-25

5. Conformal Prediction Enhanced SVMs for Swarm Behavior Classification;2023 International Joint Conference on Neural Networks (IJCNN);2023-06-18

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