njit-etd2003-081 - New Jersey Institute of Technology
njit-etd2003-081 - New Jersey Institute of Technology njit-etd2003-081 - New Jersey Institute of Technology
LIST OF FIGURES (Continued) Figure Page 5.49 LF coherence plots of COPD subjects (1-47) and normal (48-55) subjects 210 5.50 HF coherence plots of COPD subjects (1-47) and normal (48-55) subjects 210 5.51 LF partial coherence plots of COPD subjects (1-47) and normal (48-55) subjects 211 5.52 HF partial coherence plots of COPD subjects (1-47) and normal (48-55) subjects 211 5.53 Coherence and partial coherence comparison between normal and COPD 214 5.54 Simple feedback and control model of ABP and HR regulation. Respiration enters both sides of the loop as an external noise source 215 5.55 Plot of output HR 11131 (Top) and input RSP (Bottom) signals 218 5.56 ARX model of HRV using RSP as input and IIBI as output 221 5.57 Poles and zeros graph of the HRV model using rsp as input and 11131 as output 221 5.58 Bode plot of the HRV model using RSP as input and IIBI as output 222 5.59 Compare the estimate of the transfer function by spectral analysis 223 5.59.1 An adaptive COPD cardiovascular system model 225 5.60 Normal and COPD classification using PCA 228 5.61 Normal and COPD classification using PCA 230 5.62 Normal classification using Principal Component Analysis (PCA) 232 5.63 Separation of Normal (Red) from COPD subjects 235 5.64 Severity classification of normal and COPD subjects 236 A.1 The Borg scale of perceived exertion 243
ABBREVIATIONS A ABP Arterial Blood Pressure ANS Autonomic Nervous System ARMA AutoRegressive Moving Average ARX AutoRegressive with eXoneous input AV Atrial Venous Node B BJ Box Jenkins BJD Born Jordan Distribution BP Blood Pressure BPV Blood Pressure Variability BRSI Baroreflex Sensitivity Index C CHF Congestive Heart Failure CNS Central Nervous System CO Cardiac Output COPD Chronic Obstructive Pulmonary Disease CWD Choi-William Distribution E ECG Electrocardiogram ED Exponential Distribution (see CWD) F FEV1 Forced Expiration Volume in the 1 st second FFT Fast Fourier Transform FIR Finite Impulse Response FT Fourier Transform FVC Forced Vital Capacity
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- Page 3 and 4: ABSTRACT TIME-FREQUENCY INVESTIGATI
- Page 5 and 6: TIME-FREQUENCY INVESTIGATION OF HEA
- Page 7 and 8: APPROVAL PAGE TIME-FREQUENCY INVEST
- Page 9 and 10: BIOGRAPHICAL SKETCH (Continued) D.A
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- Page 29 and 30: ABBREVIATIONS (Continued) P PID Pro
- Page 31 and 32: 2 mortality and sudden death. [2] B
- Page 33 and 34: 4 1) Patients with severe pulmonary
- Page 35 and 36: 6 examined for determining the inte
- Page 37 and 38: 8 identified using principal compon
- Page 39 and 40: 1 0 1. Present the application of t
- Page 41 and 42: 12 1.3 Outline of the Dissertation
- Page 43 and 44: CHAPTER 2 PHYSIOLOGY BACKGROUND Bio
- Page 45 and 46: 16 Figure 2.2 The systemic and pulm
- Page 47 and 48: 18 illustrated in Figure 2.3. The i
- Page 49 and 50: 20 2.2 Blood Pressure The force tha
- Page 51 and 52: 22 2.4 The Nervous System Human beh
- Page 53 and 54: 24 The sympathetic nerve fibers lea
- Page 55 and 56: 26 Without these sympathetic and pa
- Page 57 and 58: 28 center in the medulla, which con
- Page 59 and 60: 30 Figure 2.6 Autonomic innervation
- Page 61 and 62: 32 average heart rate was measured
- Page 63 and 64: 34 However, they do note that there
- Page 65 and 66: Figure 2.9 The placement of the pos
- Page 67 and 68: 38 female. While more men suffer fr
- Page 69 and 70: 40 Stage II: Moderate COPD - Worsen
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- Page 73 and 74: 44 Two common types of time-frequen
- Page 75 and 76: 46 STFT: Short-Time Fourier Transfo
ABBREVIATIONS<br />
A<br />
ABP Arterial Blood Pressure<br />
ANS Autonomic Nervous System<br />
ARMA AutoRegressive Moving Average<br />
ARX AutoRegressive with eXoneous input<br />
AV Atrial Venous Node<br />
B<br />
BJ Box Jenkins<br />
BJD Born Jordan Distribution<br />
BP Blood Pressure<br />
BPV Blood Pressure Variability<br />
BRSI Baroreflex Sensitivity Index<br />
C<br />
CHF Congestive Heart Failure<br />
CNS Central Nervous System<br />
CO Cardiac Output<br />
COPD Chronic Obstructive Pulmonary Disease<br />
CWD Choi-William Distribution<br />
E<br />
ECG Electrocardiogram<br />
ED Exponential Distribution (see CWD)<br />
F<br />
FEV1 Forced Expiration Volume in the 1 st second<br />
FFT Fast Fourier Transform<br />
FIR Finite Impulse Response<br />
FT Fourier Transform<br />
FVC Forced Vital Capacity
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