Ayan Dutta, Anirban Ghosh, Stephen Sisley, O. P. Kreidl
{"title":"大型多机器人网络中的高效通信","authors":"Ayan Dutta, Anirban Ghosh, Stephen Sisley, O. P. Kreidl","doi":"10.1109/ICRA40945.2020.9196672","DOIUrl":null,"url":null,"abstract":"To achieve coordination in a multi-robot system, the robots typically resort to some form of communication among each other. In most of the multi-robot coordination frameworks, high-level coordination strategies are studied but ‘how’ the ground-level communication takes place, is assumed to be taken care of by another program. In this paper, we study the communication routing problem for large multi-robot systems where the robots have limited communication ranges. The objective is to send a message from a robot to another in the network, routed through a low number of other robots. To this end, we propose a communication model between any pair of robots using peer-to-peer radio communication. Our proposed model is generic to any type of message and guarantees a low hop routing between any pair of robots in this network. These help the robots to exchange large messages (e.g., multi-spectral images) in a short amount of time. Results show that our proposed approach easily scales up to 1000 robots while drastically reducing the space complexity for maintaining the network information.","PeriodicalId":6859,"journal":{"name":"2020 IEEE International Conference on Robotics and Automation (ICRA)","volume":"55 1 1","pages":"6647-6653"},"PeriodicalIF":0.0000,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Efficient Communication in Large Multi-robot Networks\",\"authors\":\"Ayan Dutta, Anirban Ghosh, Stephen Sisley, O. P. Kreidl\",\"doi\":\"10.1109/ICRA40945.2020.9196672\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"To achieve coordination in a multi-robot system, the robots typically resort to some form of communication among each other. In most of the multi-robot coordination frameworks, high-level coordination strategies are studied but ‘how’ the ground-level communication takes place, is assumed to be taken care of by another program. In this paper, we study the communication routing problem for large multi-robot systems where the robots have limited communication ranges. The objective is to send a message from a robot to another in the network, routed through a low number of other robots. To this end, we propose a communication model between any pair of robots using peer-to-peer radio communication. Our proposed model is generic to any type of message and guarantees a low hop routing between any pair of robots in this network. These help the robots to exchange large messages (e.g., multi-spectral images) in a short amount of time. Results show that our proposed approach easily scales up to 1000 robots while drastically reducing the space complexity for maintaining the network information.\",\"PeriodicalId\":6859,\"journal\":{\"name\":\"2020 IEEE International Conference on Robotics and Automation (ICRA)\",\"volume\":\"55 1 1\",\"pages\":\"6647-6653\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE International Conference on Robotics and Automation (ICRA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICRA40945.2020.9196672\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE International Conference on Robotics and Automation (ICRA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICRA40945.2020.9196672","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Efficient Communication in Large Multi-robot Networks
To achieve coordination in a multi-robot system, the robots typically resort to some form of communication among each other. In most of the multi-robot coordination frameworks, high-level coordination strategies are studied but ‘how’ the ground-level communication takes place, is assumed to be taken care of by another program. In this paper, we study the communication routing problem for large multi-robot systems where the robots have limited communication ranges. The objective is to send a message from a robot to another in the network, routed through a low number of other robots. To this end, we propose a communication model between any pair of robots using peer-to-peer radio communication. Our proposed model is generic to any type of message and guarantees a low hop routing between any pair of robots in this network. These help the robots to exchange large messages (e.g., multi-spectral images) in a short amount of time. Results show that our proposed approach easily scales up to 1000 robots while drastically reducing the space complexity for maintaining the network information.