NL HRV Parameters Deviation from the GT Estimated from the Hybrid Reconstructed Series (The values are in percentage deviation)
P D Noisy/Reconstructed Non-Linear
alpha1 alpha2 SampEn ApEn SD1 SD2
10% 1 GP(RQ+Brownian/RQ×Brownian) 2.09/1.52 1.67/2.84 5.17/3.38 2.89/1.66 4.70/3.75 0.96/1.93
GP(RQ+Exp/RQ×Exp) 2.04/2.49 1.57/1.69 5.20/5.46 2.88/2.87 4.76/4.96 1.06/0.93
GP(RQ+Periodic/RQ×Periodic) 2.00/1.89 1.43/1.63 4.77/4.98 2.74/2.82 4.54/4.57 0.97/0.99
GP(RQ+RBF/RQ×RBF) 2.00/1.87 1.52/1.63 4.90/4.91 2.78/2.80 4.63/4.55 0.92/1.06
3 GP(RQ+Brownian/RQ×Brownian) 2.13/1.61 2.88/4.31 7.11/6.09 3.34/2.45 5.03/4.53 1.51/2.13
GP(RQ+Exp/RQ×Exp) 1.98/2.51 2.62/3.02 6.95/7.36 3.22/3.40 5.06/5.20 1.76/1.41
GP(RQ+Periodic/RQ×Periodic) 1.91/1.88 2.26/2.73 6.15/6.61 2.99/3.13 4.84/4.91 1.82/1.61
GP(RQ+RBF/RQ×RBF) 1.96/1.83 2.53/2.78 6.49/6.96 3.11/3.16 4.93/4.95 1.59/1.72
5 GP(RQ+Brownian/RQ×Brownian) 2.09/1.63 3.76/5.17 9.09/8.80 3.75/3.23 5.14/4.81 1.76/2.13
GP(RQ+Exp/RQ×Exp) 1.92/2.51 3.37/4.09 8.98/9.43 3.59/3.94 5.15/5.27 2.10/1.60
GP(RQ+Periodic/RQ×Periodic) 1.87/1.83 2.81/3.45 8.10/8.20 3.25/3.43 4.95/5.01 2.38/1.92
GP(RQ+RBF/RQ×RBF) 1.91/1.82 3.21/3.59 8.28/8.91 3.42/3.54 5.03/5.08 1.99/2.02
7 GP(RQ+Brownian/RQ×Brownian) 2.01/1.62 4.56/5.89 11.15/11.09 4.23/3.89 5.25/5.03 1.97/2.17
GP(RQ+Exp/RQ×Exp) 1.86/2.42 3.96/5.08 11.36/11.37 4.05/4.46 5.25/5.36 2.40/1.76
GP(RQ+Periodic/RQ×Periodic) 1.84/1.77 3.15/4.09 10.47/9.95 3.64/3.78 5.07/5.12 2.79/2.17
GP(RQ+RBF/RQ×RBF) 1.84/1.76 3.80/4.20 10.33/11.07 3.79/4.00 5.15/5.20 2.31/2.28
Variable Duration GP(RQ+Brownian/RQ×Brownian) 2.06/1.63 3.79/5.19 9.03/8.65 3.72/3.14 5.10/4.74 1.73/2.11
GP(RQ+Exp/RQ×Exp) 1.92/2.46 3.37/4.18 8.99/9.45 3.57/3.92 5.12/5.25 2.08/1.58
GP(RQ+Periodic/RQ×Periodic) 1.85/1.81 2.77/3.46 8.02/8.22 3.21/3.40 4.91/4.97 2.35/1.91
GP(RQ+RBF/RQ×RBF) 1.87/1.77 3.26/3.59 8.16/8.89 3.36/3.51 5.00/5.03 1.98/2.00
20% 1 GP(RQ+Brownian/RQ×Brownian) 4.28/2.79 2.76/5.84 11.18/6.47 6.39/3.01 9.69/7.63 1.94/4.01
GP(RQ+Exp/RQ×Exp) 4.18/5.17 2.51/2.87 11.23/12.08 6.37/6.53 9.81/10.21 2.16/1.79
GP(RQ+Periodic/RQ×Periodic) 4.10/3.90 2.11/2.67 10.18/10.65 5.96/6.14 9.39/9.47 1.99/2.01
GP(RQ+RBF/RQ×RBF) 3.93/3.58 2.28/2.63 10.03/10.65 5.91/6.13 9.39/9.34 1.92/2.27
3 GP(RQ+Brownian/RQ×Brownian) 4.26/2.88 5.09/8.46 15.64/14.08 7.43/5.51 10.33/9.24 2.90/4.25
GP(RQ+Exp/RQ×Exp) 3.82/5.14 4.53/5.47 15.53/16.11 7.30/7.65 10.33/10.65 3.45/2.58
GP(RQ+Periodic/RQ×Periodic) 3.74/3.74 3.50/4.86 14.00/14.78 6.77/7.06 9.91/10.11 3.73/3.16
GP(RQ+RBF/RQ×RBF) 3.68/3.57 3.95/4.91 13.94/15.54 6.80/7.15 9.98/10.17 3.32/3.42
5 GP(RQ+Brownian/RQ×Brownian) 4.12/2.94 7.41/10.76 19.56/19.42 8.42/7.35 10.67/9.96 3.34/4.14
GP(RQ+Exp/RQ×Exp) 3.65/5.10 6.32/8.09 19.85/19.92 8.24/8.74 10.65/10.93 4.15/2.81
GP(RQ+Periodic/RQ×Periodic) 3.57/3.57 4.59/6.83 18.37/18.34 7.55/7.87 10.26/10.44 4.85/3.75
GP(RQ+RBF/RQ×RBF) 3.55/3.42 5.60/6.98 18.07/19.51 7.64/8.09 10.34/10.54 4.13/4.01
7 GP(RQ+Brownian/RQ×Brownian) 4.01/3.03 8.92/12.07 23.57/23.91 9.47/8.91 10.76/10.28 3.61/4.00
GP(RQ+Exp/RQ×Exp) 3.61/4.99 7.33/10.03 24.41/23.82 9.26/9.89 10.74/10.97 4.67/2.93
GP(RQ+Periodic/RQ×Periodic) 3.54/3.46 5.27/7.98 23.44/21.85 8.51/8.73 10.36/10.52 5.65/4.16
GP(RQ+RBF/RQ×RBF) 3.49/3.39 6.59/8.14 22.27/23.76 8.51/9.10 10.48/10.64 4.72/4.42
Variable Duration GP(RQ+Brownian/RQ×Brownian) 4.16/2.97 7.06/10.30 19.24/18.67 8.22/6.95 10.64/9.83 3.29/4.11
GP(RQ+Exp/RQ×Exp) 3.72/5.09 6.08/7.84 19.44/19.74 8.00/8.57 10.62/10.92 4.07/2.76
GP(RQ+Periodic/RQ×Periodic) 3.65/3.59 4.36/6.53 18.04/17.96 7.32/7.63 10.22/10.39 4.78/3.71
GP(RQ+RBF/RQ×RBF) 3.61/3.44 5.32/6.67 17.61/19.12 7.37/7.83 10.32/10.48 4.11/3.96
30% 1 GP(RQ+Brownian/RQ×Brownian) 6.37/4.12 4.64/9.84 18.47/11.39 10.71/5.09 15.10/11.84 3.21/6.29
GP(RQ+Exp/RQ×Exp) 6.58/8.13 4.06/4.60 18.69/19.76 10.69/11.14 15.50/15.98 3.72/2.76
GP(RQ+Periodic/RQ×Periodic) 6.42/6.01 3.05/4.22 16.95/17.18 10.14/10.18 14.78/14.75 3.29/3.29
GP(RQ+RBF/RQ×RBF) 6.23/5.55 3.76/4.20 17.47/17.81 10.40/10.43 14.95/14.65 3.11/3.66
3 GP(RQ+Brownian/RQ×Brownian) 6.66/4.34 8.07/13.52 24.53/22.74 12.38/9.53 16.10/14.34 4.55/6.51
GP(RQ+Exp/RQ×Exp) 6.03/8.19 7.03/8.60 24.31/25.02 12.18/12.72 16.10/16.60 5.39/3.77
GP(RQ+Periodic/RQ×Periodic) 5.85/5.82 4.91/7.49 22.45/23.38 11.40/11.79 15.47/15.74 5.93/4.96
GP(RQ+RBF/RQ×RBF) 5.74/5.41 5.98/7.68 22.46/24.69 11.46/12.06 15.57/15.77 5.21/5.47
5 GP(RQ+Brownian/RQ×Brownian) 6.51/4.50 11.00/16.41 29.48/29.65 13.84/12.35 16.55/15.40 5.09/6.24
GP(RQ+Exp/RQ×Exp) 5.81/8.14 9.27/12.04 29.90/29.91 13.67/14.33 16.52/16.93 6.40/4.00
GP(RQ+Periodic/RQ×Periodic) 5.61/5.58 6.18/10.14 28.25/27.96 12.72/13.08 15.89/16.19 7.56/5.77
GP(RQ+RBF/RQ×RBF) 5.41/5.35 7.56/10.39 27.51/29.42 12.60/13.40 15.93/16.33 6.61/6.18
7 GP(RQ+Brownian/RQ×Brownian) 6.30/4.60 13.57/18.72 34.63/35.35 15.55/14.79 16.81/16.03 5.49/6.06
GP(RQ+Exp/RQ×Exp) 5.56/7.97 11.39/15.35 35.47/34.85 15.37/16.12 16.76/17.13 7.02/4.11
GP(RQ+Periodic/RQ×Periodic) 5.49/5.38 7.38/12.26 34.81/32.61 14.35/14.54 16.16/16.46 8.82/6.39
GP(RQ+RBF/RQ×RBF) 5.20/5.19 9.22/12.63 33.25/34.81 14.10/15.09 16.25/16.63 7.59/6.79
Variable Duration GP(RQ+Brownian/RQ×Brownian) 6.46/4.47 10.59/15.81 28.80/28.10 13.48/11.53 16.43/15.06 4.99/6.26
GP(RQ+Exp/RQ×Exp) 5.84/8.06 8.98/11.70 29.21/29.29 13.29/14.02 16.43/16.86 6.19/3.88
GP(RQ+Periodic/RQ×Periodic) 5.68/5.57 6.06/9.78 27.65/27.26 12.32/12.73 15.78/16.08 7.28/5.63
GP(RQ+RBF/RQ×RBF) 5.53/5.25 7.65/9.94 27.01/28.77 12.33/13.03 15.89/16.15 6.28/6.05