{"title":"一种新的四足机器人中心模式发生器异步顺序逻辑模型:系统设计与高效实现","authors":"Shoichiro Komaki, Kentaro Takeda, H. Torikai","doi":"10.1109/IJCNN52387.2021.9533960","DOIUrl":null,"url":null,"abstract":"A novel central pattern generator (CPG) based locomotion controller for a quadruped robot is proposed. The model is composed of a network of neuronal oscillators, where the nonlinear dynamics of each oscillator is modeled by an asynchronous sequential logic. Based on bifurcation analyses of the oscillator, a systematic design method of the oscillator to generate a prescribed target gait for the quadruped robot is proposed. Furthermore, a systematic design method of the network to generate the prescribed target gait is also proposed. Then, a prototype of the proposed model is implemented in an FPGA and experiments show that the model can generate the prescribed target gait of a physically implemented quadruped robot. It is also shown that the proposed model consumes lower power and fewer circuit resources compared to a CPG-based locomotion controller implemented by a digital signal processor.","PeriodicalId":396583,"journal":{"name":"2021 International Joint Conference on Neural Networks (IJCNN)","volume":"280 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"A novel asynchronous sequential logic model of central pattern generator for quadruped robot: systematic design and efficient implementation\",\"authors\":\"Shoichiro Komaki, Kentaro Takeda, H. Torikai\",\"doi\":\"10.1109/IJCNN52387.2021.9533960\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A novel central pattern generator (CPG) based locomotion controller for a quadruped robot is proposed. The model is composed of a network of neuronal oscillators, where the nonlinear dynamics of each oscillator is modeled by an asynchronous sequential logic. Based on bifurcation analyses of the oscillator, a systematic design method of the oscillator to generate a prescribed target gait for the quadruped robot is proposed. Furthermore, a systematic design method of the network to generate the prescribed target gait is also proposed. Then, a prototype of the proposed model is implemented in an FPGA and experiments show that the model can generate the prescribed target gait of a physically implemented quadruped robot. It is also shown that the proposed model consumes lower power and fewer circuit resources compared to a CPG-based locomotion controller implemented by a digital signal processor.\",\"PeriodicalId\":396583,\"journal\":{\"name\":\"2021 International Joint Conference on Neural Networks (IJCNN)\",\"volume\":\"280 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-07-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Joint Conference on Neural Networks (IJCNN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IJCNN52387.2021.9533960\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Joint Conference on Neural Networks (IJCNN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IJCNN52387.2021.9533960","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A novel asynchronous sequential logic model of central pattern generator for quadruped robot: systematic design and efficient implementation
A novel central pattern generator (CPG) based locomotion controller for a quadruped robot is proposed. The model is composed of a network of neuronal oscillators, where the nonlinear dynamics of each oscillator is modeled by an asynchronous sequential logic. Based on bifurcation analyses of the oscillator, a systematic design method of the oscillator to generate a prescribed target gait for the quadruped robot is proposed. Furthermore, a systematic design method of the network to generate the prescribed target gait is also proposed. Then, a prototype of the proposed model is implemented in an FPGA and experiments show that the model can generate the prescribed target gait of a physically implemented quadruped robot. It is also shown that the proposed model consumes lower power and fewer circuit resources compared to a CPG-based locomotion controller implemented by a digital signal processor.