CAREER: Towards Self-Sustainable Wearable Systems Design for Mobile Health Applications
CAREER: Towards Self-Sustainable Wearable Systems Design for Mobile Health Applications
批准号:
2238257
负责人:
Ganapati Bhat
金额:
$57.72万
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-07-01 至 2028-06-30
中文摘要
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英文摘要
Wearable technology has the potential to transform the quality of human life by enabling cost-effective, reliable, continuous, and data-driven monitoring of users in non-clinical settings. Continuous monitoring of user activities and vital signs is exciting, as it can expose health issues otherwise difficult to perceive in an office visit. Indeed, wearable devices have been identified as a key technology to support the aging United States population by the White House National Science and Technology Council. Despite the impressive potential of wearable technology, its widespread adoption in clinical and everyday settings has been limited due to user comfort, usability, and energy sustainability challenges. This CAREER project proposes to resolve these challenges through three closely integrated research aims: 1) A wearable design kit to automatically design comfortable and usable wearable systems as a function of the user, clinician, and application requirements; 2) self-sustainable wearable devices through energy harvesting and management from ambient sources such as light, body motion, and heat; 3) algorithms and methods to enable reliable health applications for continuous health monitoring. The successful outcome of these objectives will help wearable devices achieve their full potential in transforming the quality of human life and healthcare. The project will also generate new knowledge and insights into the design of wearable systems and, more broadly, Internet of Things devices.The widespread adoption of wearable devices enabled by this CAREER project will have two significant impacts on public health: (i) High-precision monitoring and management of diseases in free-living environments; and (ii) reduction in healthcare costs due to a reduced need for clinical visits. The integrated educational component of this CAREER project will train a strong and diverse multidisciplinary workforce to handle future challenges in computing system design and automation. One of the key educational goals of the project is to improve science and mathematics learning for children with disabilities to increase their participation in the science and technology workforce. The project also includes an ambassador program to involve students from community colleges in Washington to recruit underrepresented students into Washington State University (WSU) programs. Results from this CAREER project will be widely disseminated through publications in conferences, journals, and open-source packages for use by the community. The project will also engage with the public through outreach programs that explain research outcomes and showcase the benefits of wearable systems.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(1)
专著(0)
科研奖励(0)
会议论文
CIM: A Novel Clustering-based Energy-Efficient Data Imputation Method for Human Activity Recognition
DOI:
10.1145/3609111
发表时间:
2023-10-01
期刊:
ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS
影响因子:
2
作者:
[Hussein,Dina, Bhat,Ganapati]
通讯作者:
Bhat,Ganapati
海外基金