{"title":"基于pso的四旋翼飞行器稳定PID控制设计","authors":"H. Boubertakh, S. Bencharef, S. Labiod","doi":"10.1109/ICOSC.2013.6750908","DOIUrl":null,"url":null,"abstract":"In this paper, we propose a Particle Swarm Optimization (PSO) method to design decentralized PID controllers. The proposed method is used for the stabilization of a quadrotor. That is, without loss of generality, four decentralized PD controllers are used in order to stabilize the quadrotor angles and height. A PSO algorithm is used to tune simultaneously the parameters of the four controllers against a square error (SE) cost function which quantifies the whole system performance compared to its desired behavior. Some simulation results are presented to show the efficiency of the method.","PeriodicalId":199135,"journal":{"name":"3rd International Conference on Systems and Control","volume":"34 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"16","resultStr":"{\"title\":\"PSO-based PID control design for the stabilization of a quadrotor\",\"authors\":\"H. Boubertakh, S. Bencharef, S. Labiod\",\"doi\":\"10.1109/ICOSC.2013.6750908\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we propose a Particle Swarm Optimization (PSO) method to design decentralized PID controllers. The proposed method is used for the stabilization of a quadrotor. That is, without loss of generality, four decentralized PD controllers are used in order to stabilize the quadrotor angles and height. A PSO algorithm is used to tune simultaneously the parameters of the four controllers against a square error (SE) cost function which quantifies the whole system performance compared to its desired behavior. Some simulation results are presented to show the efficiency of the method.\",\"PeriodicalId\":199135,\"journal\":{\"name\":\"3rd International Conference on Systems and Control\",\"volume\":\"34 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"16\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"3rd International Conference on Systems and Control\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICOSC.2013.6750908\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"3rd International Conference on Systems and Control","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICOSC.2013.6750908","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
PSO-based PID control design for the stabilization of a quadrotor
In this paper, we propose a Particle Swarm Optimization (PSO) method to design decentralized PID controllers. The proposed method is used for the stabilization of a quadrotor. That is, without loss of generality, four decentralized PD controllers are used in order to stabilize the quadrotor angles and height. A PSO algorithm is used to tune simultaneously the parameters of the four controllers against a square error (SE) cost function which quantifies the whole system performance compared to its desired behavior. Some simulation results are presented to show the efficiency of the method.