TD HRV Parameters Deviation from the GT Estimated from the Hybrid Reconstructed Series (The values are in percentage deviation except for the RR50 and PRR50 that is in Mean Absolute Deviation)
P D Noisy/Reconstructed Time domain
RMSSD MeanRR SDRR MaxRR MinRR MeanHR SDHR MinHR MaxHR RR50 PRR50
10% 1 GP(RQ+Brownian/RQ×Brownian) 4.70/3.75 0.04/0.05 1.17/2.08 0.14/0.13 0.11/0.11 0.04/0.05 1.16/2.06 0.14/0.14 0.10/0.11 2.33/1.88 0.36/0.29
GP(RQ+Exp/RQ×Exp) 4.76/4.96 0.04/0.04 1.29/1.15 0.14/0.13 0.11/0.11 0.04/0.04 1.29/1.14 0.14/0.14 0.11/0.11 2.39/2.54 0.37/0.40
GP(RQ+Periodic/RQ×Periodic) 4.54/4.57 0.04/0.04 1.18/1.19 0.14/0.14 0.11/0.11 0.04/0.04 1.17/1.18 0.14/0.14 0.10/0.11 2.25/2.19 0.35/0.34
GP(RQ+RBF/RQ×RBF) 4.63/4.55 0.04/0.04 1.14/1.25 0.14/0.14 0.10/0.11 0.04/0.04 1.13/1.25 0.14/0.14 0.10/0.10 2.36/2.23 0.37/0.35
3 GP(RQ+Brownian/RQ×Brownian) 5.03/4.53 0.07/0.08 1.70/2.29 0.12/0.12 0.13/0.13 0.07/0.08 1.70/2.30 0.13/0.13 0.13/0.13 2.43/2.17 0.38/0.34
GP(RQ+Exp/RQ×Exp) 5.06/5.20 0.07/0.07 1.95/1.59 0.12/0.12 0.13/0.13 0.07/0.07 1.97/1.60 0.13/0.13 0.13/0.13 2.47/2.51 0.39/0.40
GP(RQ+Periodic/RQ×Periodic) 4.84/4.91 0.07/0.07 2.00/1.79 0.12/0.12 0.13/0.13 0.07/0.07 2.03/1.80 0.12/0.13 0.13/0.13 2.41/2.36 0.38/0.37
GP(RQ+RBF/RQ×RBF) 4.93/4.95 0.07/0.07 1.78/1.90 0.12/0.12 0.13/0.13 0.07/0.07 1.80/1.91 0.12/0.13 0.13/0.13 2.44/2.39 0.38/0.37
5 GP(RQ+Brownian/RQ×Brownian) 5.14/4.81 0.09/0.11 1.92/2.29 0.14/0.14 0.16/0.16 0.09/0.11 1.93/2.29 0.15/0.15 0.15/0.15 2.32/2.25 0.36/0.35
GP(RQ+Exp/RQ×Exp) 5.15/5.27 0.09/0.10 2.27/1.73 0.14/0.14 0.16/0.16 0.09/0.10 2.29/1.73 0.15/0.15 0.15/0.15 2.34/2.37 0.37/0.37
GP(RQ+Periodic/RQ×Periodic) 4.95/5.01 0.09/0.09 2.53/2.08 0.15/0.15 0.16/0.16 0.09/0.09 2.57/2.10 0.15/0.15 0.15/0.15 2.33/2.30 0.36/0.36
GP(RQ+RBF/RQ×RBF) 5.03/5.08 0.09/0.09 2.17/2.18 0.15/0.14 0.16/0.16 0.09/0.09 2.19/2.20 0.15/0.15 0.15/0.15 2.34/2.30 0.37/0.36
7 GP(RQ+Brownian/RQ×Brownian) 5.25/5.03 0.12/0.12 2.11/2.30 0.16/0.16 0.13/0.13 0.12/0.12 2.10/2.30 0.17/0.17 0.12/0.13 2.27/2.25 0.36/0.35
GP(RQ+Exp/RQ×Exp) 5.25/5.36 0.11/0.12 2.55/1.85 0.16/0.16 0.13/0.13 0.11/0.12 2.55/1.84 0.17/0.17 0.13/0.13 2.30/2.31 0.36/0.36
GP(RQ+Periodic/RQ×Periodic) 5.07/5.12 0.11/0.11 2.93/2.32 0.16/0.16 0.13/0.13 0.11/0.11 2.94/2.32 0.17/0.17 0.12/0.12 2.28/2.26 0.36/0.35
GP(RQ+RBF/RQ×RBF) 5.15/5.20 0.11/0.11 2.47/2.42 0.16/0.16 0.13/0.13 0.11/0.11 2.47/2.43 0.17/0.17 0.12/0.12 2.29/2.25 0.36/0.35
Variable Duration GP(RQ+Brownian/RQ×Brownian) 5.10/4.74 0.10/0.11 1.89/2.26 0.13/0.12 0.17/0.17 0.10/0.11 1.94/2.31 0.13/0.13 0.16/0.17 2.30/2.15 0.36/0.34
GP(RQ+Exp/RQ×Exp) 5.12/5.24 0.10/0.10 2.25/1.70 0.13/0.12 0.17/0.17 0.10/0.10 2.31/1.75 0.13/0.13 0.17/0.17 2.33/2.37 0.37/0.37
GP(RQ+Periodic/RQ×Periodic) 4.91/4.97 0.09/0.10 2.51/2.07 0.13/0.13 0.17/0.19 0.09/0.10 2.58/2.14 0.13/0.13 0.17/0.18 2.28/2.25 0.36/0.35
GP(RQ+RBF/RQ×RBF) 5.00/5.03 0.09/0.10 2.16/2.17 0.13/0.13 0.17/0.17 0.09/0.10 2.22/2.23 0.13/0.13 0.17/0.16 2.31/2.25 0.36/0.35
20% 1 GP(RQ+Brownian/RQ×Brownian) 9.69/7.63 0.06/0.07 2.45/4.32 0.24/0.23 0.24/0.25 0.06/0.07 2.44/4.29 0.25/0.24 0.23/0.24 4.57/3.67 0.71/0.57
GP(RQ+Exp/RQ×Exp) 9.81/10.21 0.06/0.06 2.68/2.33 0.24/0.23 0.24/0.25 0.06/0.06 2.68/2.32 0.24/0.24 0.23/0.24 4.76/4.96 0.74/0.78
GP(RQ+Periodic/RQ×Periodic) 9.39/9.47 0.06/0.06 2.49/2.49 0.25/0.24 0.23/0.24 0.06/0.06 2.50/2.49 0.25/0.24 0.23/0.23 4.50/4.43 0.70/0.69
GP(RQ+RBF/RQ×RBF) 9.39/9.34 0.06/0.06 2.42/2.68 0.24/0.24 0.23/0.24 0.06/0.06 2.42/2.69 0.25/0.24 0.23/0.23 4.59/4.23 0.72/0.66
3 GP(RQ+Brownian/RQ×Brownian) 10.33/9.24 0.10/0.12 3.38/4.63 0.29/0.29 0.28/0.28 0.10/0.12 3.38/4.62 0.30/0.30 0.27/0.27 4.81/4.27 0.75/0.67
GP(RQ+Exp/RQ×Exp) 10.33/10.65 0.10/0.11 3.90/3.06 0.29/0.29 0.28/0.28 0.10/0.11 3.92/3.05 0.30/0.30 0.27/0.27 4.83/4.92 0.76/0.77
GP(RQ+Periodic/RQ×Periodic) 9.91/10.11 0.10/0.10 4.13/3.61 0.29/0.29 0.28/0.28 0.10/0.10 4.17/3.63 0.30/0.30 0.27/0.27 4.74/4.68 0.74/0.73
GP(RQ+RBF/RQ×RBF) 9.98/10.17 0.10/0.10 3.75/3.86 0.29/0.30 0.28/0.28 0.10/0.10 3.77/3.88 0.30/0.31 0.27/0.27 4.75/4.73 0.74/0.74
5 GP(RQ+Brownian/RQ×Brownian) 10.67/9.96 0.14/0.15 3.77/4.54 0.34/0.34 0.32/0.32 0.14/0.15 3.79/4.55 0.36/0.36 0.31/0.31 4.65/4.46 0.73/0.70
GP(RQ+Exp/RQ×Exp) 10.65/10.93 0.14/0.15 4.55/3.22 0.34/0.34 0.32/0.32 0.14/0.15 4.58/3.22 0.36/0.36 0.31/0.31 4.66/4.71 0.73/0.74
GP(RQ+Periodic/RQ×Periodic) 10.26/10.44 0.13/0.14 5.19/4.17 0.35/0.34 0.32/0.32 0.13/0.14 5.25/4.21 0.36/0.36 0.31/0.31 4.63/4.57 0.72/0.72
GP(RQ+RBF/RQ×RBF) 10.34/10.53 0.13/0.14 4.53/4.42 0.35/0.34 0.31/0.32 0.13/0.14 4.57/4.46 0.36/0.36 0.30/0.31 4.64/4.58 0.73/0.72
7 GP(RQ+Brownian/RQ×Brownian) 10.76/10.28 0.17/0.18 4.00/4.38 0.32/0.32 0.32/0.32 0.17/0.18 4.02/4.41 0.33/0.33 0.31/0.31 4.48/4.41 0.70/0.69
GP(RQ+Exp/RQ×Exp) 10.73/10.97 0.16/0.18 5.02/3.25 0.32/0.32 0.32/0.32 0.16/0.18 5.07/3.26 0.33/0.33 0.31/0.31 4.50/4.54 0.71/0.71
GP(RQ+Periodic/RQ×Periodic) 10.36/10.52 0.16/0.16 5.94/4.53 0.32/0.32 0.32/0.33 0.16/0.16 6.01/4.58 0.33/0.34 0.31/0.32 4.48/4.42 0.70/0.69
GP(RQ+RBF/RQ×RBF) 10.48/10.64 0.15/0.16 5.09/4.78 0.32/0.32 0.32/0.32 0.15/0.16 5.15/4.83 0.33/0.34 0.31/0.31 4.50/4.44 0.71/0.70
Variable Duration GP(RQ+Brownian/RQ×Brownian) 10.64/9.82 0.14/0.16 3.72/4.50 0.30/0.30 0.36/0.37 0.14/0.16 3.79/4.56 0.31/0.31 0.35/0.35 4.72/4.36 0.74/0.68
GP(RQ+Exp/RQ×Exp) 10.62/10.92 0.14/0.15 4.48/3.16 0.30/0.30 0.36/0.37 0.14/0.15 4.59/3.22 0.31/0.31 0.35/0.35 4.75/4.83 0.75/0.76
GP(RQ+Periodic/RQ×Periodic) 10.22/10.39 0.14/0.14 5.14/4.12 0.31/0.30 0.36/0.36 0.14/0.14 5.27/4.22 0.32/0.31 0.35/0.35 4.66/4.61 0.73/0.72
GP(RQ+RBF/RQ×RBF) 10.32/10.47 0.14/0.14 4.51/4.36 0.31/0.30 0.36/0.36 0.14/0.14 4.63/4.46 0.32/0.31 0.35/0.35 4.70/4.63 0.74/0.72
30% 1 GP(RQ+Brownian/RQ×Brownian) 15.10/11.84 0.08/0.10 3.96/6.76 0.41/0.41 0.36/0.37 0.08/0.10 3.94/6.72 0.42/0.42 0.35/0.36 6.58/5.32 1.02/0.83
GP(RQ+Exp/RQ×Exp) 15.50/15.98 0.08/0.09 4.54/3.62 0.41/0.41 0.36/0.37 0.08/0.09 4.54/3.60 0.42/0.42 0.35/0.36 7.14/7.39 1.11/1.15
GP(RQ+Periodic/RQ×Periodic) 14.78/14.75 0.08/0.08 4.08/4.02 0.42/0.41 0.35/0.36 0.08/0.08 4.10/4.02 0.43/0.42 0.34/0.35 6.80/6.57 1.06/1.02
GP(RQ+RBF/RQ×RBF) 14.95/14.65 0.08/0.08 3.91/4.31 0.42/0.41 0.35/0.36 0.08/0.08 3.92/4.32 0.43/0.42 0.34/0.35 6.84/6.37 1.06/0.99
3 GP(RQ+Brownian/RQ×Brownian) 16.10/14.34 0.13/0.15 5.31/7.10 0.49/0.49 0.48/0.49 0.13/0.15 5.34/7.11 0.50/0.50 0.46/0.47 7.15/6.35 1.12/1.00
GP(RQ+Exp/RQ×Exp) 16.10/16.60 0.13/0.14 6.10/4.60 0.49/0.49 0.48/0.49 0.13/0.14 6.16/4.61 0.50/0.50 0.46/0.47 7.22/7.35 1.13/1.15
GP(RQ+Periodic/RQ×Periodic) 15.46/15.74 0.13/0.13 6.56/5.66 0.49/0.48 0.48/0.49 0.13/0.13 6.66/5.71 0.50/0.50 0.46/0.47 7.11/6.98 1.11/1.09
GP(RQ+RBF/RQ×RBF) 15.57/15.77 0.13/0.13 5.90/6.11 0.49/0.49 0.48/0.48 0.13/0.13 5.97/6.17 0.50/0.50 0.46/0.46 7.13/6.94 1.12/1.09
5 GP(RQ+Brownian/RQ×Brownian) 16.55/15.40 0.18/0.20 5.81/6.89 0.53/0.52 0.48/0.48 0.18/0.20 5.86/6.92 0.55/0.54 0.46/0.46 7.05/6.72 1.10/1.05
GP(RQ+Exp/RQ×Exp) 16.52/16.93 0.18/0.19 7.04/4.72 0.53/0.52 0.48/0.48 0.18/0.19 7.12/4.77 0.54/0.54 0.46/0.46 7.06/7.12 1.11/1.12
GP(RQ+Periodic/RQ×Periodic) 15.89/16.19 0.17/0.18 8.10/6.43 0.53/0.53 0.48/0.47 0.17/0.18 8.21/6.51 0.55/0.55 0.46/0.46 7.01/6.91 1.10/1.08
GP(RQ+RBF/RQ×RBF) 15.93/16.33 0.17/0.18 7.22/6.84 0.52/0.53 0.48/0.48 0.17/0.18 7.31/6.91 0.54/0.55 0.46/0.46 7.04/6.93 1.10/1.09
7 GP(RQ+Brownian/RQ×Brownian) 16.81/16.02 0.22/0.23 6.15/6.71 0.55/0.55 0.56/0.56 0.22/0.23 6.22/6.76 0.58/0.58 0.53/0.54 6.81/6.69 1.07/1.05
GP(RQ+Exp/RQ×Exp) 16.76/17.13 0.21/0.23 7.61/4.76 0.55/0.55 0.56/0.56 0.21/0.23 7.71/4.80 0.58/0.58 0.53/0.54 6.84/6.89 1.07/1.08
GP(RQ+Periodic/RQ×Periodic) 16.16/16.46 0.20/0.21 9.28/7.00 0.56/0.55 0.55/0.56 0.20/0.21 9.40/7.09 0.58/0.57 0.53/0.53 6.80/6.73 1.07/1.05
GP(RQ+RBF/RQ×RBF) 16.25/16.63 0.20/0.21 8.13/7.40 0.56/0.55 0.55/0.56 0.20/0.21 8.24/7.49 0.58/0.57 0.53/0.53 6.82/6.75 1.07/1.06
Variable Duration GP(RQ+Brownian/RQ×Brownian) 16.43/15.06 0.18/0.20 5.70/6.90 0.48/0.48 0.63/0.63 0.18/0.20 5.85/7.02 0.50/0.50 0.60/0.60 7.05/6.53 1.10/1.02
GP(RQ+Exp/RQ×Exp) 16.43/16.86 0.18/0.19 6.85/4.63 0.48/0.48 0.63/0.63 0.18/0.19 7.03/4.75 0.50/0.50 0.60/0.60 7.11/7.24 1.12/1.14
GP(RQ+Periodic/RQ×Periodic) 15.78/16.08 0.18/0.18 7.84/6.30 0.49/0.48 0.62/0.63 0.18/0.18 8.06/6.48 0.50/0.50 0.60/0.60 6.99/6.92 1.10/1.08
GP(RQ+RBF/RQ×RBF) 15.89/16.15 0.18/0.18 6.91/6.69 0.49/0.48 0.62/0.62 0.17/0.18 7.11/6.87 0.51/0.50 0.60/0.60 7.03/6.88 1.10/1.08