论文标题
物联网应用程序的数据转换器设计空间探索:挑战和未来方向的概述
Data Converter Design Space Exploration for IoT Applications: An Overview of Challenges and Future Directions
论文作者
论文摘要
通过广泛使用诸如物联网(IoT)之类的尖端数字技术的广泛使用,人类的生活正在改善。最近,大流行显示了对基于数字高级物联网的设备的需求。国际数据公司(IDC)预测,到2025年,这些设备中将有大约420亿个数据,能够生产约80 Zb(Zettabytes)数据的数据。因此,从功能的角度来看,必须进行数据采集,处理,通信和可视化。指示传感器和数据转换器是基于物联网应用程序的关键组件。此类应用程序的效率是根据延迟,功率和数据转换器的分辨率来衡量的,激励设计师有效地执行。传感器从所选环境中捕获并掩盖了物理特征,可检测到可检测的数量。数据转换器提供有意义的信息,并将真实的模拟世界连接到设备的数字组件。通过数字处理电路对接收的数据进行解释和分析。最终,它被Internet连接的智能设备网络用作信息。因为物联网技术几乎适用于任何可能提供其运营活动和环境条件的技术。但是,随着完整的物联网框架正在运行电池,而替换电池是一项艰巨的任务,挑战是随着电池的运行而发生的。因此,本章的目的是公布为物联网应用程序设计节能数据转换器的要求。
Human lives are improving with the widespread use of cutting-edge digital technology like the Internet of Things (IoT). Recently, the pandemic has shown the demand for more digitally advanced IoT-based devices. International Data Corporation (IDC) forecasts that by 2025, there will be approximately 42 billion of these devices in use, capable of producing around 80 ZB (zettabytes) of data. So data acquisition, processing, communication, and visualization are necessary from a functional standpoint. Indicating sensors & data converters are the key components for IoT-based applications. The efficiency of such applications is truly measured in terms of latency, power, and resolution of data converters motivating designers to perform efficiently. Sensors capture and covert physical features from their chosen environment into detectable quantities. Data converter gives meaningful information and connects the real analog world to the digital component of the devices. The received data is interpreted and analyzed with the digital processing circuitry. Ultimately, it is used as information by a network of internet-connected smart devices. Because IoT technologies are adaptable to nearly any technology that may provide its operational activity and environmental conditions. But the challenges occur with power consumption as the complete IoT framework is battery operated and replacing a battery is a daunting task. So the goal of this chapter is to unveil the requirements to design energy-efficient data converters for IoT applications.