Christoph Voelkel, Tyler M. Lovelly, A. Pineda, Peter N. McMahon-Crabtree, G. Mounce
{"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}
引用次数: 0
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.