Christoph Voelkel, Tyler M. Lovelly, A. Pineda, Peter N. McMahon-Crabtree, G. Mounce
{"title":"测量基于事件的相机的功耗和运动灵敏度","authors":"Christoph Voelkel, Tyler M. Lovelly, A. Pineda, Peter N. McMahon-Crabtree, G. Mounce","doi":"10.1109/SENSORS47125.2020.9278911","DOIUrl":null,"url":null,"abstract":"Event-based cameras are emerging as new potential solutions for a variety of sensing applications. However, their capabilities must be better characterized before deploying in real systems. This research presents a new methodology to measure power usage and sensitivity to movement for event- based cameras, demonstrated with the iniVation DAVIS346. Power is measured with strobing images ranging from 0% to 100% pixel activation and with real-time satellite imagery. Results demonstrate that power usage varies by up to ~1.3W depending on pixel activation. A space-based system is estimated to use ~3W with ~20% pixel activation. Sensitivity is measured with an object moving across the field of view at varying speeds, and it was found that the object needed to move at a minimum of ~1.44 pixels per second to be registered by the camera. These methods can be applied to other event-based cameras and results can inform decisions about how to best deploy in real systems.","PeriodicalId":338240,"journal":{"name":"2020 IEEE Sensors","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Measuring Power Usage and Sensitivity to Movement for Event-Based Cameras\",\"authors\":\"Christoph Voelkel, Tyler M. Lovelly, A. Pineda, Peter N. McMahon-Crabtree, G. Mounce\",\"doi\":\"10.1109/SENSORS47125.2020.9278911\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Event-based cameras are emerging as new potential solutions for a variety of sensing applications. However, their capabilities must be better characterized before deploying in real systems. This research presents a new methodology to measure power usage and sensitivity to movement for event- based cameras, demonstrated with the iniVation DAVIS346. Power is measured with strobing images ranging from 0% to 100% pixel activation and with real-time satellite imagery. Results demonstrate that power usage varies by up to ~1.3W depending on pixel activation. A space-based system is estimated to use ~3W with ~20% pixel activation. Sensitivity is measured with an object moving across the field of view at varying speeds, and it was found that the object needed to move at a minimum of ~1.44 pixels per second to be registered by the camera. These methods can be applied to other event-based cameras and results can inform decisions about how to best deploy in real systems.\",\"PeriodicalId\":338240,\"journal\":{\"name\":\"2020 IEEE Sensors\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-10-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE Sensors\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SENSORS47125.2020.9278911\",\"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 Sensors","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SENSORS47125.2020.9278911","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Measuring Power Usage and Sensitivity to Movement for Event-Based Cameras
Event-based cameras are emerging as new potential solutions for a variety of sensing applications. However, their capabilities must be better characterized before deploying in real systems. This research presents a new methodology to measure power usage and sensitivity to movement for event- based cameras, demonstrated with the iniVation DAVIS346. Power is measured with strobing images ranging from 0% to 100% pixel activation and with real-time satellite imagery. Results demonstrate that power usage varies by up to ~1.3W depending on pixel activation. A space-based system is estimated to use ~3W with ~20% pixel activation. Sensitivity is measured with an object moving across the field of view at varying speeds, and it was found that the object needed to move at a minimum of ~1.44 pixels per second to be registered by the camera. These methods can be applied to other event-based cameras and results can inform decisions about how to best deploy in real systems.