IRC Next Steps Plus : OPERA - Opportunistic Passive Radar for Non-Cooperative Contextual Sensing

IRC 后续步骤:OPERA - 用于非合作情境感知的机会无源雷达

基本信息

  • 批准号:
    EP/R018677/1
  • 负责人:
  • 金额:
    $ 173.7万
  • 依托单位:
  • 依托单位国家:
    英国
  • 项目类别:
    Research Grant
  • 财政年份:
    2019
  • 资助国家:
    英国
  • 起止时间:
    2019 至 无数据
  • 项目状态:
    已结题

项目摘要

Physical activity and behaviour is a very large component in an array of long-term chronic health conditions such as diabetes, dementia, depression, COPD, arthritis and asthma, and the UK currently spends 70% of its entire health and social care budget on these types of conditions. All aspects of self-care, new therapies or management conditions, require novel non-intrusive technologies able to capture the salient data on causes and symptoms over long periods of time.The OPERA Project - Opportunistic Passive Radar for Non-Cooperative Contextual Sensing - will investigate a new unobtrusive sensing technology for CONTEXUAL SENSING - defined as concurrent physical activity recognition and indoor localisation - to facilitate new applications in e-Healthcare and Ambient Assisted Living (AAL). The OPERA platform will be integrated into the "SPHERE long term behavioural sensing machine" to gather information alongside various other sensors around the home so as to monitor and track the signature movements of people.The OPERA system will be built around passive sensing technology: a receiver-only radar network that detects the reflections of ambient radio-frequency signals from people - in this case, principally, the WiFi signals in residential environments. These opportunistic signals are transmitted from common household WiFi access points, but also other wireless enabled devices which are becoming part of the Internet of Things (IoT) home ecosystem.The project will make use of cutting-edge hardware synchronisation techniques, and recent advances in direction finding techniques to enable accurate device-free (non-cooperative) localisation of people. It will also employ the latest ideas in micro-Doppler radar signal processing, bio-mechanical modelling and machine/deep learning for automatic recognition of both everyday activities e.g. tidying and washing-up, to events which require urgent attention such as falling. OPERA is expected to overcome some of the key barriers associated with the state-of-the-art contextual sensing technologies. Most notably non-compliance with wearable devices, especially amongst the elderly, and the invasion of privacy brought about by the intrusive nature of video based technologies.
在糖尿病、痴呆症、抑郁症、慢性阻塞性肺病、关节炎和哮喘等一系列长期慢性健康疾病中,体力活动和行为是非常重要的组成部分,英国目前将整个卫生和社会护理预算的70%用于这些类型的疾病。自我护理的所有方面,新的治疗方法或管理条件,都需要新的非侵入性技术,能够在很长一段时间内捕获原因和症状的显著数据。OPERA项目-用于非合作情境感知的机会主义被动雷达-将研究一种新的非侵入性感知技术,用于情境感知-定义为同时进行身体活动识别和室内定位-以促进在电子医疗和环境辅助生活(AAL)中的新应用。OPERA平台将被集成到“SPERE长期行为感应机”中,与住宅周围的各种其他传感器一起收集信息,以监测和跟踪人的标志性行动。OPERA系统将围绕被动传感技术建立:一个只有接收器的雷达网络,探测来自周围人的射频信号的反射-在这种情况下,主要是住宅环境中的WiFi信号。这些机会主义的信号从普通的家庭WiFi接入点传输,也从其他无线设备传输,这些设备正在成为物联网(IoT)家庭生态系统的一部分。该项目将利用尖端硬件同步技术和最新的测向技术来实现准确的无设备(非合作)人员定位。它还将利用微多普勒雷达信号处理、生物机械建模和机器/深度学习方面的最新想法,自动识别日常活动,如清理和洗涤,以及需要紧急关注的事件,如坠落。OPERA有望克服与最先进的上下文感知技术相关的一些关键障碍。最明显的是不遵守可穿戴设备的规定,特别是在老年人中,以及基于视频的技术的侵入性带来的侵犯隐私的行为。

项目成果

期刊论文数量(10)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Streamlining Multimodal Data Fusion in Wireless Communication and Sensor Networks
OPERAnet, a multimodal activity recognition dataset acquired from radio frequency and vision-based sensors.
  • DOI:
    10.1038/s41597-022-01573-2
  • 发表时间:
    2022-08-03
  • 期刊:
  • 影响因子:
    9.8
  • 作者:
    Bocus, Mohammud J.;Li, Wenda;Vishwakarma, Shelly;Kou, Roget;Tang, Chong;Woodbridge, Karl;Craddock, Ian;McConville, Ryan;Santos-Rodriguez, Raul;Chetty, Kevin;Piechocki, Robert
  • 通讯作者:
    Piechocki, Robert
Self-Supervised WiFi-Based Activity Recognition
  • DOI:
    10.1109/gcwkshps56602.2022.10008537
  • 发表时间:
    2021-04
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Hok-Shing Lau;Ryan McConville;M. J. Bocus;R. Piechocki;Raúl Santos-Rodríguez
  • 通讯作者:
    Hok-Shing Lau;Ryan McConville;M. J. Bocus;R. Piechocki;Raúl Santos-Rodríguez
Privacy in Multimodal Federated Human Activity Recognition
  • DOI:
    10.48550/arxiv.2305.12134
  • 发表时间:
    2023-05
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Alexandru Iacob;Pedro Gusmão;N. Lane;Armand K. Koupai;M. J. Bocus;Raúl Santos-Rodríguez;R. Piechocki;Ryan McConville
  • 通讯作者:
    Alexandru Iacob;Pedro Gusmão;N. Lane;Armand K. Koupai;M. J. Bocus;Raúl Santos-Rodríguez;R. Piechocki;Ryan McConville
{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

数据更新时间:{{ journalArticles.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ monograph.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ sciAawards.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ conferencePapers.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ patent.updateTime }}

Robert Piechocki其他文献

Robert Piechocki的其他文献

{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

相似国自然基金

Next Generation Majorana Nanowire Hybrids
  • 批准号:
  • 批准年份:
    2020
  • 资助金额:
    20 万元
  • 项目类别:

相似海外基金

The next steps for commercial readiness: PlantSea Pods (a novel seaweed-based biodegradable material)
商业准备的下一步:PlantSea Pods(一种新型海藻基可生物降解材料)
  • 批准号:
    10072152
  • 财政年份:
    2023
  • 资助金额:
    $ 173.7万
  • 项目类别:
    Collaborative R&D
Next Steps: 3D Woven Shirts
下一步:3D 梭织衬衫
  • 批准号:
    10072264
  • 财政年份:
    2023
  • 资助金额:
    $ 173.7万
  • 项目类别:
    Collaborative R&D
AF: Small: Next Steps for Weitzman’s Pandora's Box Problem in Mechanism Design
AF:小:韦茨曼机制设计潘多拉魔盒问题的后续步骤
  • 批准号:
    2329431
  • 财政年份:
    2023
  • 资助金额:
    $ 173.7万
  • 项目类别:
    Standard Grant
The Next Steps for Childhood Vaccination: Community and Expert Consultation in Addressing Reductions in Childhood Vaccination Access and Uptake Amidst the COVID-19 Pandemic for Kids New to Canada
儿童疫苗接种的后续步骤:针对新到加拿大的儿童在 COVID-19 大流行期间减少儿童疫苗接种机会和接种量的社区和专家咨询
  • 批准号:
    460250
  • 财政年份:
    2021
  • 资助金额:
    $ 173.7万
  • 项目类别:
    Operating Grants
Guiding next steps for SPRINT-MIND implementation: Identifying high-benefit subgroups and comparative effects of ARB- vs. ACEI-based regimens
指导 SPRINT-MIND 实施的后续步骤:确定高效益亚组以及 ARB 与基于 ACEI 的治疗方案的比较效果
  • 批准号:
    10392453
  • 财政年份:
    2020
  • 资助金额:
    $ 173.7万
  • 项目类别:
Guiding next steps for SPRINT-MIND implementation: Identifying high-benefit subgroups and comparative effects of ARB- vs. ACEI-based regimens
指导 SPRINT-MIND 实施的后续步骤:确定高效益亚组以及 ARB 与基于 ACEI 的治疗方案的比较效果
  • 批准号:
    10052751
  • 财政年份:
    2020
  • 资助金额:
    $ 173.7万
  • 项目类别:
CAREER: Near-term quantum computing: achieving quantum advantage, and next steps
职业:近期量子计算:实现量子优势以及后续步骤
  • 批准号:
    2044923
  • 财政年份:
    2020
  • 资助金额:
    $ 173.7万
  • 项目类别:
    Continuing Grant
Guiding next steps for SPRINT-MIND implementation: Identifying high-benefit subgroups and comparative effects of ARB- vs. ACEI-based regimens
指导 SPRINT-MIND 实施的后续步骤:确定高效益亚组以及 ARB 与基于 ACEI 的治疗方案的比较效果
  • 批准号:
    10614396
  • 财政年份:
    2020
  • 资助金额:
    $ 173.7万
  • 项目类别:
Guiding next steps for SPRINT-MIND implementation: Identifying high-benefit subgroups and comparative effects of ARB- vs. ACEI-based regimens
指导 SPRINT-MIND 实施的后续步骤:确定高效益亚组以及 ARB 与基于 ACEI 的治疗方案的比较效果
  • 批准号:
    10225636
  • 财政年份:
    2020
  • 资助金额:
    $ 173.7万
  • 项目类别:
Next Steps for Functional Genomics: A Workshop
功能基因组学的后续步骤:研讨会
  • 批准号:
    1927620
  • 财政年份:
    2019
  • 资助金额:
    $ 173.7万
  • 项目类别:
    Standard Grant
{{ showInfoDetail.title }}

作者:{{ showInfoDetail.author }}

知道了