CPS: Breakthrough: Energy and Delay: Network Optimization in Cyber Physical Human Sensing Systems

CPS：突破：能量和延迟：网络物理人体传感系统中的网络优化

• 批准号: 1446901
• 负责人: Urbashi Mitra
• 金额: $ 49.93万
• 依托单位: University of Southern California
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2015
• 资助国家: 美国
• 起止时间: 2015-01-01 至 2019-12-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1446901&HistoricalAwards=false
• 关键词: CPS; Breakthrough; Energy; Delay; Network

Wireless body area sensing networks (WBANs) have the potential to revolutionize health care in the near term and enhance other application domains including sports, entertainment, military and emergency situations. These WBANs represent a novel cyber-physical system that unites engineering systems, the natural world and human individuals. The coupling of bio-sensors with a wireless infrastructure enables the real-time monitoring of an individual's health, environment and related behaviors continuously, as well as the provision of real-time feedback with nimble, adaptive, and personalized interventions. Recent technological advances in low power integrated circuits, signal processing and wireless communications have enabled the design of tiny, low cost, lightweight, intelligent medical devices, sensors and networking platforms that have the potential to make the concept of truly pervasive wireless sensor networks a reality. To develop the WBANs of the future, this breakthrough research will pursue the interfaces of sensing, communication and control.This project aims to investigate energy and delay sensitive sensing, communication, decision-making and control for health monitoring application of wireless body area networks. In these systems, sensors with varying accuracy observe heterogeneous source signals that must be processed and communicated and used for inference and decision-making purposes. All of these operations must be carried out in the presence of constraints on power and energy resources at the sensors, limited communication and computational abilities and with low end-to-end delay between the sensing of information to its eventual utilization. In this project, a global (end-to end) perspective is adopted that optimizes network operation to improve the information quality and enhance the lifetime of the network, focusing in particular on optimal use of sensor resources such as energy, new sensing and communication paradigms that balance information quality and energy expenditure, and real-time encoding and decoding methods that provide strict delay guarantees on information delivery. The proposed work will contribute to several research areas including optimal resource allocation at sensors, adaptive sensing methods, real-time encoding and decoding and event-based communication. The educational impact of the proposed research will come through the training of new information technology professionals and scientists with expertise in cross-disciplinary research, development of new courses based on the proposed research activity and continued efforts to include women and under-represented minorities in the research program.

无线身体区域传感网络 (WBAN) 有潜力在短期内彻底改变医疗保健，并增强其他应用领域，包括体育、娱乐、军事和紧急情况。这些 WBAN 代表了一种新颖的网络物理系统，它将工程系统、自然世界和人类个体结合在一起。生物传感器与无线基础设施的耦合可以持续实时监测个人的健康、环境和相关行为，并通过灵活、自适应和个性化的干预措施提供实时反馈。低功耗集成电路、信号处理和无线通信方面的最新技术进步使得微型、低成本、轻型、智能医疗设备、传感器和网络平台的设计成为可能，这些设备有可能使真正普及的无线传感器网络的概念成为现实。为了开发未来的WBAN，这项突破性研究将追求传感、通信和控制的接口。该项目旨在研究无线体域网健康监测应用的能量和延迟敏感传感、通信、决策和控制。在这些系统中，具有不同精度的传感器观察异构源信号，这些信号必须被处理和通信并用于推理和决策目的。所有这些操作都必须在传感器的电力和​​能源资源受限、通信和计算能力有限以及信息感测到最终利用之间的端到端延迟较低的情况下进行。在该项目中，采用全局（端到端）视角来优化网络运营，以提高信息质量并延长网络的寿命，特别关注能源、新传感和通信范式等传感器资源的优化利用平衡信息质量和能量消耗，以及为信息传递提供严格延迟保证的实时编码和解码方法。拟议的工作将有助于多个研究领域，包括传感器的最佳资源分配、自适应传感方法、实时编码和解码以及基于事件的通信。拟议研究的教育影响将通过培训具有跨学科研究专业知识的新信息技术专业人员和科学家、根据拟议研究活动开发新课程以及继续努力将妇女和代表性不足的少数群体纳入研究中来实现。研究计划。