Chronic respiratory diseases, especially chronic obstructive pulmonary disease (COPD), have high morbidity and mortality worldwide. Spirometry is regarded as the gold standard for the diagnosis of COPD. However, conventional spirometry requires expensive devices and trained personnel. Therefore, it is not feasible for conventional spirometry to popularise outside the hospital. Millimetre-wave radar has the characteristics of low cost and high integration. It can accurately capture the motion of the chest, which makes it possible to evaluate the pulmonary function of humans. A method to measure important respiratory indices in spirometry based on a 60-GHz frequency-modulated continuous-wave radar system is proposed. The impact of body motion is reduced via a dedicated body twitch correction algorithm. A new fitting formula was utilised to estimate forced expiratory volume in one second and forced vital capacity. Experimental results demonstrated that millimetre-wave radar-based spirometry can achieve a high agreement with conventional spirometry. It is potential for radar-based spirometry to be an alternative to conventional spirometry in the preliminary diagnosis of COPD outside the hospital. A method based on a 60-GHz frequency-modulated continuous-wave (FMCW) radar system is proposed to measure respiratory indices, including FEV1, FVC and FEV1/FVC. Experimental results carried out on 35 subjects demonstrated that radar-based spirometry could achieve a high agreement with conventional spirometry. It is potential for radar-based spirometry to be an alternative to conventional spirometry in the preliminary diagnosis of COPD outside the hospital.image
机构:
Duke Univ, Med Ctr, Div Pulm & Crit Care Med, Durham, NC USA
Duke Univ, Med Ctr, Resp Care Serv, Durham, NC USADuke Univ, Med Ctr, Div Pulm & Crit Care Med, Durham, NC USA
机构:
Princess Margaret Hosp, Dept Med & Geriatr, Hong Kong, Hong Kong, Peoples R ChinaPrincess Margaret Hosp, Dept Med & Geriatr, Hong Kong, Hong Kong, Peoples R China
Yu, Wai Cho
Fu, Sau Nga
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Hosp Author, Kowloon West Cluster, Dept Family Med & Primary Healthcare, Hong Kong, Hong Kong, Peoples R ChinaPrincess Margaret Hosp, Dept Med & Geriatr, Hong Kong, Hong Kong, Peoples R China
Fu, Sau Nga
Tai, Emily Lai-bun
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Govt Hong Kong, Dept Hlth, TB & Chest Serv, Hong Kong, Hong Kong, Peoples R ChinaPrincess Margaret Hosp, Dept Med & Geriatr, Hong Kong, Hong Kong, Peoples R China
Tai, Emily Lai-bun
Yeung, Yiu Cheong
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Princess Margaret Hosp, Dept Med & Geriatr, Hong Kong, Hong Kong, Peoples R ChinaPrincess Margaret Hosp, Dept Med & Geriatr, Hong Kong, Hong Kong, Peoples R China
Yeung, Yiu Cheong
Kwong, Kwok Chu
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Princess Margaret Hosp, Dept Med & Geriatr, Hong Kong, Hong Kong, Peoples R ChinaPrincess Margaret Hosp, Dept Med & Geriatr, Hong Kong, Hong Kong, Peoples R China
Kwong, Kwok Chu
Chang, Yui
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Princess Margaret Hosp, Dept Med & Geriatr, Hong Kong, Hong Kong, Peoples R ChinaPrincess Margaret Hosp, Dept Med & Geriatr, Hong Kong, Hong Kong, Peoples R China
Chang, Yui
Tam, Cheuk Ming
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Govt Hong Kong, Dept Hlth, TB & Chest Serv, Hong Kong, Hong Kong, Peoples R ChinaPrincess Margaret Hosp, Dept Med & Geriatr, Hong Kong, Hong Kong, Peoples R China
Tam, Cheuk Ming
Yiu, Yuk Kwan
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Hosp Author, Kowloon West Cluster, Dept Family Med & Primary Healthcare, Hong Kong, Hong Kong, Peoples R ChinaPrincess Margaret Hosp, Dept Med & Geriatr, Hong Kong, Hong Kong, Peoples R China
机构:
Jiangsu Univ Sci & Technol, Ocean Coll, Zhenjiang, Peoples R ChinaJiangsu Univ Sci & Technol, Ocean Coll, Zhenjiang, Peoples R China
Hu, Bojun
Jin, Biao
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机构:
Jiangsu Univ Sci & Technol, Ocean Coll, Zhenjiang, Peoples R China
China Shipbldg Corp, Res Inst 723, Yangzhou, Peoples R China
Jiangsu Univ Sci & Technol, Ocean Coll, Zhenjiang 212003, Peoples R ChinaJiangsu Univ Sci & Technol, Ocean Coll, Zhenjiang, Peoples R China
Jin, Biao
Xue, Hao
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Jiangsu Univ Sci & Technol, Ocean Coll, Zhenjiang, Peoples R ChinaJiangsu Univ Sci & Technol, Ocean Coll, Zhenjiang, Peoples R China
Xue, Hao
Zhang, Zhenkai
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Jiangsu Univ Sci & Technol, Ocean Coll, Zhenjiang, Peoples R ChinaJiangsu Univ Sci & Technol, Ocean Coll, Zhenjiang, Peoples R China
Zhang, Zhenkai
Xu, Zhaoyang
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China Shipbldg Corp, Res Inst 723, Yangzhou, Peoples R ChinaJiangsu Univ Sci & Technol, Ocean Coll, Zhenjiang, Peoples R China
Xu, Zhaoyang
Zhu, Xiaohua
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机构:
Nanjing Univ Sci & Technol, Sch Elect & Opt Engn, Nanjing, Peoples R ChinaJiangsu Univ Sci & Technol, Ocean Coll, Zhenjiang, Peoples R China
机构:
The ADAPT Project,Lung Function and Sleep Department, University Hospital BirminghamThe ADAPT Project,Lung Function and Sleep Department, University Hospital Birmingham
Judith A Brebner
Alice M Turner
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机构:
Queen Elizabeth Hospital Research Laboratories, Queen Elizabeth HospitalThe ADAPT Project,Lung Function and Sleep Department, University Hospital Birmingham