Data analytics for device identification

用于设备识别的数据分析

• 批准号: 560268-2020
• 负责人: Bagheri, Ebrahim
• 金额: $ 3.28万
• 依托单位: Ryerson University
• 依托单位国家: 加拿大
• 项目类别: Alliance Grants
• 财政年份: 2020
• 资助国家: 加拿大
• 起止时间: 2020-01-01 至 2021-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=706446
• 关键词: Data; analytics; device; identification

This research project intends to explore automatic recognition of certified protective apparatus while applied on a portable electronic device without any physical modification on neither protective apparatus nor electronic device. This falls into two research objectives: 1) Protective apparatus identification, i.e. to determine an unknown protective apparatus's identity, and, 2) Protective apparatus authentication (aka, verification) where the user claims that a protective apparatus with a certain identity is applied on the electronic device. The focus of our work in the proposal put forth in this application distinguishes itself as it focuses on the recognition of the certified protective apparatus on the portable electronic device and is primarily geared towards no modification to the protective apparatus. This is extremely advantageous compared to the prior arts as it is comprehensive: it is not limited to those protective apparatus manufacturers that accept to alter their production lines for our protective apparatus recognition goal. Further, it saves time and effort in protective apparatus production. The project will benefit from techniques in the applied machine learning domain to extract sensory signals and perform classification on the certified protective apparatus of portable electronic devices.

本研究计画旨在探讨经检定之防护器具在应用时之自动识别 在便携式电子设备上，而不对保护装置或电子设备进行任何物理修改， 设备.这福尔斯分为两个研究目标：1）保护装置识别，即确定 未知的保护装置的身份，以及，2）保护装置认证（aka，验证），其中 用户声称在电子设备上应用了具有特定身份的保护装置。重点 我们在本申请中提出的建议中的工作的区别在于它专注于认识到 便携式电子设备上的认证保护装置，主要是针对没有 对保护装置进行改造。这与现有技术相比是极其有利的，因为它 全面：它不限于那些接受改变其产品的保护装置制造商。 生产线实现我们的防护用品认可目标。此外，它还节省了保护的时间和精力 仪器生产。该项目将受益于应用机器学习领域的技术， 提取传感信号并对便携式电子设备的认证保护装置进行分类， 装置.