• 제목/요약/키워드: HRV analysis

검색결과 303건 처리시간 0.03초

Spectral Analysis of Heart Rate Variability during Treadmill Exercise at Various Speeds and Grades

  • Kim, Hyeong-Jin;Kim, Ki-Hong;Ahn, Dong-Kuk;Park, Jae-Sik
    • The Korean Journal of Physiology
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    • 제30권1호
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    • pp.43-51
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    • 1996
  • This study was aimed to elucidate the changes in heart rate variability during treadmill exercise at various speeds and grades by spectral analysis. Thirty-three untrained male college students aged $20{\sim}26\;yr $were employed to exercise on a treadmill using 4 speeds (4.02, 5.47, 6.76 and 8.05 km/h) and 6 grades (0, 4, 8, 12, 16 and 20%). A fixed speed was selected for each session with the grade increased every 3 min. The electrocardiogram, respiration and the stepping activity were continuously recorded through an A/D converter system on the computer disk. Power spectra of heart rate variability (RRV) were obtained by use of a fast Fourier transform algorithm. The frequency domain was divided into 3 bands: $VLF\;(0{\sim}0.04\;Hz),\;LF\;(0.04 {\sim}0.15\;Hz)\;and\;HF\;(0.15{\sim}1.00\;Hz).$ Heart rate was $74.4{\pm}2.1\;beats/min$ at rest and showed a steady increase during treadmill exercise with increasing speed and grade up to $196.7{\pm}5.0\;beats/min.$ Total power of HRV was $35.0{\pm}6.7\;(beats/min)^{2}$ at rest and progressively decreased during exercise down to $1.9{\pm}0.3\;(beats/min)^{2}.$ The %VLF power of HRV was $34.5{\pm}3.7\; %$ at rest and showed no significant change during exercise except for a decrease observed at the highest intensity of exercise. The %LF power was $44.1{\pm}3.0\;%$ at rest and showed a progressive decrease down to $4.5{\pm}1.0\;%$ during those stages of exercise where heart rate was over 135 beats/min. The %HF power was $21.4{\pm}2.9\;%$ at rest and showed a progressive increase up to $87.1{\pm}6.7\;%$ during higher intensity exercise where heart rate was over 165 beats/min. Peak frequency of HF band was $0.200{\pm}0.018\;Hz$ at rest and was shifted to higher frequencies up to $0.909{\pm}0.048\;Hz$ at heart rates greater than 135 beats/min. Respiratory frequency was $18.0{\pm}1.5$ breaths/min at rest and significantly increased during exercise up to $53.0{\pm}3.7$ breaths/min. Stride frequency during treadmill exercise showed an increasing tendency with increasing speed from $55.6{\pm}0.9$ steps/min at 4.02 km/h to $81.2{\pm}0.6$ at 8.05 km/h. It was concluded that total power of HRV decreased progressively with increasing exercise intensity due to the withdrawal of parasympathetic activity. At higher exercise intensity, % LF power decreased and %HF power increased with its peak frequency shifted to higher values in a progressive mode with increasing speed and grade, reflecting a readjustment in the cardiovascular system and the increased respiration and its rate, respectively.

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폐경 전과 폐경 후 비만 여성의 심박변이도에 관한 연구 (Heart Rate Variability in Obese Climacteric Women in Korea;Relations between Autonomic Nervous System Activity and Obesity)

  • 황덕상;황미자;이윤재;이경섭;송미연
    • 한방비만학회지
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    • 제8권1호
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    • pp.81-88
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    • 2008
  • Objectives To investigate the relationship between Heart Rate Variability and menopause among obese middle-aged women in Korea. Subjects and Methods Forty middle-aged women (age 49.05 $\pm$ 2.64 years) with BMI > $23kg/m^2$ were recruited by local advertisement. Blood profiles of estrogen, FSH, LH, glucose, total cholesterol, HDL-cholesterol, and triglyceride were measured. Autonomic Nervous System (ANS) was estimated by short-term spectral analysis of heart rate variability (HRV). Visceral adipose tissue (VAT) and subcutaneous adipose tissue (SAT) were accessed using Computerized Tomography (CT), Bioimpedance Analysis (BIA), and anthropometry. To scrutinize the influence of ANS on obesity-related factors, we divided the subjects into pre- and post-menopausal women. Results The total cholesterol, FSH and LH were significantly higher in post-menopausal obese women group. The estradiol and standard deviation of all normal R-R intervals (SDNN), high-frequency components (HF) of the HRV were significantly lower in postmenopausal obese women group (P<0.05). Adipose tissue distribution and blood profiles were not significantly different between two groups. Conclusion Menopause induced a decrease in SDNN and HF values and increase in total cholesterol level in obese women although the VAT itself was not related with ANS in obese women.

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Electrocardiographic characteristics of significant factors of detected atrial fibrillation using WEMS

  • 김민수;김윤년;조영창
    • 한국산업정보학회논문지
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    • 제20권6호
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    • pp.37-46
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    • 2015
  • The wireless electrocardiographic monitoring system(WDMS) is designed to be long term monitoring for the early detection of cardiac disorders. The current version of the WDMS can identify two types of cardiac rhythms in real-time, such as atrial fibrillation(AF) and normal sinus rhythm(NSR), which are very important to track cardiac-rhythm disorders. In this study, we proposed the analysis method to discriminate the characteristics statistically evaluated in both time and frequency domains between AF and NSR using various parameters in the heart rate variability(HRV). And we applied various ECG detection methods (e.g., difference operation method) and compared the results with those of the discrete wavelet transform(DWT) method. From the statistically results, we found that the parameters such as STD RR, STD HR, RMSSD, NN50, pNN50, RR Trian, and TNN(p<0.05) are significantly different between the AF and NSR patients in time domain. On the other hand, the frequency domain analysis results showed a significant difference in VLF power($ms^2$), LF power($ms^2$), HF power($ms^2$), VLF(%), LF(%), and HF(%). In particular, the parameters such as STD RR, RMSSD, NN50, pNN50, VLF power, LF power and HF power were considered as the most useful parameters in both AF and NSR patient groups. Our proposed method can be efficiently applied to early detection of abnormal conditions and prevent the such abnormals from becoming serious.

통증으로 유발한 능동 및 수동 대처상황에서 체질에 따른 Heart Rate Variability 분석 (Analysis of Heart Rate Variability in Constitution Types During Active and Passive Coping Caused dy Electroacupuncture)

  • 김진근;장경선;이상관
    • 동의생리병리학회지
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    • 제20권1호
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    • pp.115-124
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    • 2006
  • The purpose of this study is to investigate the relationships between the biological base of coping strategy and the different constitutions. First of all, subjects were divided in to 3 groups dy Questionnaire for the Sasang Constitution Classification II and Yin-Yang Property Analysis. Then each group was assigned into two experimental coping conditions, active and passive condition, in turn. The SDNN(The Standard Deviation of the NN Intervals) of HRV(Heart rate variability) index was estimated from two conditions after giving a aversive pain stimulus. The results of the study were as follows 1. The interaction between constitution and coping condition is significant(p<0.05). 2. The SDNNs of Shaoyangren are higher than those of Taiyinren under passive condition but it was opposite under active condition(p<0.05). 3. The main effect of constitution is also significant but that of coping condition is not significant. 4. Thee Shaoyangren is higher than Shaoyinren in multiple comparisons(p<0.05). 5. The interaction between Yin-Yang constitution and coping condition is significant and the main effect of only constitution is significant(p<0.05). According to these results, different constitution can respond differently to coping condition and It is highly related to biological mechanism associated with two basic coping strategies.

가미태음조위탕의 체중감량 효과에 영향을 미치는 요인 연구 (A Study on Factors Associated with Weight Loss by 'Gamitaeeumjowee-Tang')

  • 강은영;박영배;김민용;박영재
    • 한방비만학회지
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    • 제17권2호
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    • pp.68-76
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    • 2017
  • Objectives: The purpose of this study was to analyze the factors affecting weight loss effect of Gamitaeumjowee-tang and to see if weight loss could be predicted using influence factors and weight loss progress. Methods: From September 2016 to March 2017, we retrospectively reviewed the medical records of 139 patients who were visited to the Korean Oriental Clinic for 3 months. We conducted a regression analysis to determine whether age, gender, initial weight, patient health questionnaire-9, heart rate variability (HRV), sleep quality, drinking habit and the medication history of weight loss affect weight loss. We found weight loss prediction equations using multiple regression analysis applying significant factors and weight loss progress. Results: Gender and initial weight had a significant effect on weight loss in all periods (P<0.001). HRV had a significant effect on primary weight loss (P<0.01). Other factors did not have any significant effect on weight loss. Using the significant factors, weight loss of each period could be predicted from 23.9% to 44.6%, and tertiary weight loss could be predicted with 76.6% using factors, primary weight loss and secondary weight loss (P<0.001). Conclusions: This study suggests that weight loss effect of Gamitaeumjowee-tang maybe be affected by influence factors and that weight loss prediction equations using them can be used for obesity treatment.

심박변동신호에 의한 자율신경 기능 해석시스템의 설계 (The desitgn of autonomic function analysis system by using heart rate variability signal)

  • 이명호;정기삼;이정환
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.1639-1642
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    • 1997
  • In this paper, the autonomic function analysis system was designed to noninvasively assess the autonomic function of cardiovascular system. Orthostatic stress protocol was designed to stimulate the autonomic nervous system. designed protocol and analysis algorithm were evaluated by experiments for 25 normal subjects and 22 hemiplegia patients. Data were processed by usign the power spectral analysis. Nwe indexes of autonomic function, LF$_{N}$ and HF$_{N}$, were proposed and were compared with LF/HF ratio. New indexes of the sympathetic and parasympathetic activity, respectively. The IST and the DPT are balanced and have positive value for normal subjects during orthostatic stress but not for hempilegia patients. This result suggest that the IST and the DPT are used as new criteria of normal autonomic function during orthostatic stress.ess.

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심박변이율 주파수 분석을 통한 실내온도에 따른 건강한 성인의 자율신경계 활동 평가 (Evaluation of the Ambient Temperature Effect for the Autonomic Nervous Activity of the Young Adult through the Frequency Analysis of the Heart Rate Variability)

  • 신항식
    • 전기학회논문지
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    • 제64권8호
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    • pp.1240-1245
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    • 2015
  • The purpose of this paper is to investigate the autonomic nervous system activity in various ambient temperatures. To evaluate autonomic function, we use the frequency domain analysis of heart rate variability such as FFT(fast fourier transformation), AR(Auto-Regressive) model and Lomb-Scargle peridogram. HRV(heart rate variability) is calculated by using ECG recorded from 3 different temperature room which temperature is controlled in 18℃(low), 25℃(mid) and 38℃(high), respectively. Totally 22 subjects were participated in the experiment. In the results, the most significant autonomic changes caused by temperature load were found in the HF(high frequency) component of FFT and AR model. And the HF power is decreased by increasing temperature. Significance level was increased by increasing the difference of temperatures.

폐열회수 환기유닛의 인증시험 방법에 대한 오차분석 (Uncertainty Analysis of Test Method for Heat Recovery Ventilators)

  • 한화택;추연복
    • 대한설비공학회:학술대회논문집
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    • 대한설비공학회 2006년도 하계학술발표대회 논문집
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    • pp.423-428
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    • 2006
  • Twenty nine HRV models have been tested for last two years since the attestation system has been started by KARSE. It is the objective of the present study to analyze the performance test results. Uncertainty analysis has been conducted to find the effects of measured variables on the uncertainties of test results. The uncertainty of enthalpy is found to be affected by the uncertainty of wet bulb temperature significantly, but not by that of dry bulb temperature for the present range of parameters. The uncertainty of effective enthalpy efficiency is calculated to be 6%P for the cooling condition, and 3%P for the heating condition approximately. In order to reduce the uncertainty of the test results, the uncertainty of wet bulb temperature should be minimized and the indoor/outdoor test conditions should be modified so as to increase the enthalpy difference.

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긍정적 감성경험에 의한 심박변이도의 변화에 대한 연구 - 2002 한일 월드컵 행사가 한국의 국민 정서와 건강에 미친 영향을 중심으로 - (A Study on the Positive Emotional Effects on Heart Rate Variability - Focused on Effects of '2002 FIFA World Cup' Sports Event on Emotion and General Health of Korean People -)

  • 정기삼;이병채;최환석;김범택;우종민;이쾌희;김민
    • 감성과학
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    • 제9권2호
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    • pp.111-118
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    • 2006
  • 본 논문은 긍정적인 정신적 흥분이 자율신경계에 어떤 영향을 주는 지에 대하여 연구하였다. 2002년 한일 월드컵 기간 중 국민이 경험한 정신적, 신체적 상태의 변화를 자율신경 평가 도구인 심박변이도(HRV)를 통하여 평가하였다. 실험 대상은 월드컵군과 정상 대조군으로 나누어 심박변이도 분석을 실시하였다. 대조군은 수도권 2개 대학병원 건강검진센터에 내원한 건강한 $20{\sim}}30$대 남녀 675명을 대상으로 선정하였고, 월드컵군은 수도권 소재 월드컵 경기장 3개소에서 경기를 관전하기 위하여 대기중인 20-30대 남녀 468명을 대상으로 하였다. 데이터분석은 남녀의 생리학적인 차이를 고려하여 남성군과 여성군으로 나누어 분석하였다. 그 결과, 지금까지 알려져 있던 스트레스 반응과는 다른 경향을 관찰 할 수 있었다. 일반적으로 스트레스 상태에서는 평균 심박수가 증가하는 것 이외에 다른 지표들은 감소하는 경향을 나타낸다. 그러나 긍정 스트레스(eustress) 상태에서 심박수와 SDNN 모두 유의하게 높은 것을 관찰 할 수 있었다(p<0.05). 특히 여성 그룹의 경우, 부정 스트레스(distress) 상태와는 반대로, 모든 주파수분석 파라메타가 유의하게 높게 나타났다(p<0.05, p<0.001). 심박변이도의 감소가 건강 상실의 지표가 된다는 점을 고려해 볼 때, SDNN의 증가와 모든 주파수 파라메타의 증가는 자율신경의 항상성조절 기전이 긍정적으로 작동하고 있음을 의미한다. 따라서 전 세계적인 스포츠 이벤트로 인한 긍정 스트레스상태의 유발이 국민 건강에도 긍정적인 영향을 준다고 할 수 있다.

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불안장애 환자에서 육체적 및 정신적 스트레스 시 심박변이도의 변화 (The Change of Heart Rate Variability in Anxiety Disorder after Given Physical or Psychological Stress)

  • 조민경;박두흠;유재학;유승호;하지현
    • 수면정신생리
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    • 제21권2호
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    • pp.69-73
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    • 2014
  • 목 적 : 본 연구는 불안장애 환자를 대상으로 안정 시와 기립 시기, 정신적 스트레스 시기에 심박변이도 지수(heart rate variability index, HRV index) 검사를 시행하여 자율신경계 불균형이 육체적 및 정신적 스트레스에서 어떻게 변화되는지 알아보고자 하였다. 방 법 : 불안장애 환자 60명을 대상으로 연구를 수행하였다. 안정 시기, 기립 시기, 정신적 스트레스 자극을 준 시기 동안 각각 심박변이도 지수를 측정하였다. 긴장 정도와 스트레스 정도에 대해 visual analogue scale (VAS) score로 측정하였고, Beck depression inventory (BDI), state trait anxiety inventory-I, II (STAI-I, II)를 사용하여 불안증상과 우울증상의 심각도를 평가하였다. 통계적 검증은 안정 시기와 기립 시기, 안정 시기와 정신적 스트레스 시기 간의 각각의 자율신경계 관련 지수 변화를 보기 위해 paired t-test로 분석하였고, 성별 차이를 보기 위해 ANCOVA로 비교 분석하였다. 결 과 : 안정 시기와 비교하여 기립 시기에서 SDNN, LF/HF의 유의한 증가(p < 0.01) 및 NN50, pNN50, normalized HF(nHF)의 유의한 감소를 보였다(p < 0.01). 안정 시기와 비교하여 스트레스 시기에서 SDNN, RMSSD, LF/HF의 유의한 증가를 보였고(p < 0.01), nHF의 유의한 감소가 있었다(p < 0.01). 기립 시기와 비교하여 스트레스 시기에 SDNN, NN50, pNN50, HF지수가 유의하게 높은 결과를 보였다. 결 론 : 두 스트레스 모두에서 안정 시기와 비교하여 자율신경계의 균형을 나타내는 LF/HF ratio의 유의한 상승을 보였고, 두 스트레스 간 LF/HF ratio의 유의한 차이는 없었다. 두 스트레스 간에 SDNN, NN50, pNN50은 유의한 차이를 보이나, nVLF, nLF, nHF, LF/HF ratio에서는 유의한 차이가 없어 시간 영역 보다 주파수 영역의 지수가 두 스트레스의 비교에 좀더 특이도가 높다고 생각된다.