{"title":"基于多agent的传感器网络软件体系结构研究","authors":"J. Dunkel","doi":"10.1109/ISADS.2011.64","DOIUrl":null,"url":null,"abstract":"Sensor-based systems exhibit inherent complexity causing high demands on the underlying software system. In this paper we propose a software architecture that is adjusted to the special needs of sensor networks. Our approach introduces Intelligent Event Processing Agents (iEPAs) that combine Complex Event Processing (CEP) and Multiagent Systems (MAS). Each iEPA applies CEP for processing high volumes of sensor data in real-time, and uses multiagent technology to deal with the highly distributed and dynamically changing topology of sensor networks. The iEPAs are the building blocks for a proposed reference architecture that defines archetypal agents providing general tasks for managing and controlling sensor networks.","PeriodicalId":221833,"journal":{"name":"2011 Tenth International Symposium on Autonomous Decentralized Systems","volume":"210 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Towards a Multiagent-Based Software Architecture for Sensor Networks\",\"authors\":\"J. Dunkel\",\"doi\":\"10.1109/ISADS.2011.64\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Sensor-based systems exhibit inherent complexity causing high demands on the underlying software system. In this paper we propose a software architecture that is adjusted to the special needs of sensor networks. Our approach introduces Intelligent Event Processing Agents (iEPAs) that combine Complex Event Processing (CEP) and Multiagent Systems (MAS). Each iEPA applies CEP for processing high volumes of sensor data in real-time, and uses multiagent technology to deal with the highly distributed and dynamically changing topology of sensor networks. The iEPAs are the building blocks for a proposed reference architecture that defines archetypal agents providing general tasks for managing and controlling sensor networks.\",\"PeriodicalId\":221833,\"journal\":{\"name\":\"2011 Tenth International Symposium on Autonomous Decentralized Systems\",\"volume\":\"210 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-03-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 Tenth International Symposium on Autonomous Decentralized Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISADS.2011.64\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 Tenth International Symposium on Autonomous Decentralized Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISADS.2011.64","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Towards a Multiagent-Based Software Architecture for Sensor Networks
Sensor-based systems exhibit inherent complexity causing high demands on the underlying software system. In this paper we propose a software architecture that is adjusted to the special needs of sensor networks. Our approach introduces Intelligent Event Processing Agents (iEPAs) that combine Complex Event Processing (CEP) and Multiagent Systems (MAS). Each iEPA applies CEP for processing high volumes of sensor data in real-time, and uses multiagent technology to deal with the highly distributed and dynamically changing topology of sensor networks. The iEPAs are the building blocks for a proposed reference architecture that defines archetypal agents providing general tasks for managing and controlling sensor networks.