Frequency Domain HRV Parameters Deviation from the GT Estimated from the Noisy and Reconstructed Series (The values are in percentage deviation)
| P |
D |
Noisy/Reconstructed |
Frequency domain |
| ULF |
VLF |
LF |
HF |
LF/HF |
VLF Peak |
LF Peak |
HF Peak |
Fraction LF |
Fraction HF |
| 10% |
1 |
Noisy (σ = 1) |
1.87 × 1014 |
2.63 × 1014 |
4.03 × 1014 |
3.46 × 1015 |
81.22 |
47.18 |
68.30 |
40.65 |
52.86 |
277.34 |
| CSI |
29.95 |
28.30 |
37.45 |
102.13 |
32.06 |
8.13 |
13.30 |
9.71 |
9.02 |
39.90 |
| GP (Linear) |
111.76 |
103.21 |
172.25 |
2.38 × 103 |
78.63 |
22.43 |
37.44 |
71.42 |
47.60 |
252.11 |
| GP (Periodic) |
14.87 |
14.90 |
13.95 |
25.63 |
27.00 |
4.85 |
8.73 |
7.83 |
6.59 |
33.65 |
| GP (Brownian) |
5.46 |
3.63 |
7.42 |
11.08 |
7.13 |
2.88 |
4.70 |
3.85 |
1.72 |
5.13 |
| GP (Exponential) |
4.82 |
3.23 |
3.32 |
9.52 |
8.96 |
2.61 |
3.97 |
3.57 |
2.26 |
5.98 |
| GP (Matern 3/2 / 5/2) |
5.14 / 5.10 |
3.74 / 3.75 |
3.57 / 3.46 |
9.24 / 12.93 |
9.29 / 14.77 |
3.08 / 2.91 |
5.47 / 4.98 |
3.28 / 3.50 |
1.91 / 2.85 |
6.87 / 10.15 |
| GP (RBF / RQ) |
5.66 / 4.56 |
4.19 / 2.98 |
4.06 / 3.04 |
14.35 / 8.05 |
16.39 / 7.05 |
3.10 / 2.55 |
5.47 / 4.19 |
5.45 / 2.85 |
3.00 / 1.65 |
11.17 / 4.90 |
|
| 3 |
Noisy (σ =1) |
2.75 × 1014 |
3.97 × 1014 |
6.23 × 1014 |
5.84 × 1015 |
82.15 |
48.37 |
79.55 |
40.24 |
54.61 |
284.81 |
| CSI |
733.12 |
865.98 |
980.55 |
3.84 × 103 |
58.16 |
20.62 |
22.91 |
13.15 |
13.60 |
46.70 |
| GP (Linear) |
162.10 |
171.52 |
273.14 |
2.31 × 103 |
70.21 |
28.28 |
36.84 |
39.41 |
35.75 |
195.46 |
| GP (Periodic) |
15.18 |
13.24 |
11.50 |
12.91 |
16.63 |
6.09 |
10.12 |
5.13 |
3.53 |
18.35 |
| GP (Brownian) |
9.27 |
6.28 |
9.86 |
10.15 |
7.18 |
4.27 |
7.22 |
4.60 |
1.58 |
5.76 |
| GP (Exponential) |
8.40 |
5.89 |
5.88 |
10.92 |
8.73 |
4.03 |
6.01 |
3.87 |
2.15 |
5.92 |
| GP (Matern 3/2 / 5/2) |
9.88 / 10.14 |
7.27 / 7.81 |
6.26 / 6.60 |
10.26 / 13.26 |
11.78 / 18.16 |
4.82 / 4.74 |
7.58 / 7.41 |
4.33 / 5.72 |
3.05 / 4.49 |
10.61 / 11.46 |
| GP (RBF / RQ) |
10.94 / 7.68 |
8.23 / 5.15 |
6.45 / 6.02 |
13.91 / 9.96 |
19.12 / 7.18 |
5.01 / 3.79 |
8.10 / 6.09 |
7.71 / 3.74 |
3.37 /1.45 |
12.46 / 5.16 |
|
| 5 |
Noisy (σ = 1) |
2.94 × 1014 |
4.28 × 1014 |
6.68 × 1014 |
6.36 × 1015 |
81.67 |
47.95 |
79.10 |
41.68 |
54.20 |
284.23 |
| CSI |
3.24 × 104 |
2.59 × 104 |
1.07 × 104 |
6.30 × 104 |
106.23 |
26.54 |
31.46 |
15.52 |
17.99 |
55.90 |
| GP (Linear) |
222.76 |
247.05 |
334.64 |
2.04 × 103 |
62.43 |
29.87 |
33.73 |
27.80 |
27.07 |
148.37 |
| GP (Periodic) |
15.75 |
12.87 |
10.67 |
8.93 |
12.53 |
7.05 |
10.84 |
4.99 |
2.59 |
12.68 |
| GP (Brownian) |
11.77 |
8.04 |
10.54 |
9.75 |
6.76 |
4.96 |
8.88 |
4.34 |
1.49 |
5.52 |
| GP (Exponential) |
11.57 |
8.24 |
7.09 |
10.63 |
7.78 |
4.87 |
7.92 |
3.85 |
1.91 |
5.44 |
| GP (Matern 3/2 / 5/2) |
16.09 / 17.26 |
12.99 / 14.99 |
8.42 / 9.33 |
10.68 / 13.17 |
14.55 / 21.31 |
6.44 / 6.67 |
9.07 / 8.69 |
4.32 / 6.30 |
3.05 / 5.49 |
9.59 / 12.87 |
| GP (RBF / RQ) |
20.66 / 10.09 |
17.84 / 6.70 |
11.75 / 7.60 |
13.56 / 9.96 |
24.87 / 6.60 |
7.29 / 4.60 |
9.86 / 7.38 |
7.33 / 3.95 |
4.17 / 1.45 |
15.10 / 4.89 |
|
| 7 |
Noisy (σ =1) |
3.39 × 1014 |
5.29 × 1014 |
7.35 × 1014 |
7.08 × 1015 |
81.62 |
47.37 |
77.93 |
41.68 |
53.90 |
281.09 |
| CSI |
1.94 × 104 |
2.14 × 104 |
3.35 × 104 |
2.75 × 105 |
136.41 |
25.12 |
36.26 |
21.51 |
21.77 |
73.00 |
| GP (Linear) |
276.44 |
321.95 |
373.58 |
1.78 × 103 |
58.48 |
30.13 |
32.66 |
24.36 |
22.46 |
118.11 |
| GP (Periodic) |
16.32 |
12.82 |
10.61 |
7.76 |
10.40 |
7.71 |
10.66 |
4.28 |
2.16 |
9.93 |
| GP (Brownian) |
14.04 |
9.53 |
11.10 |
10.24 |
6.46 |
6.17 |
9.68 |
4.19 |
1.42 |
5.26 |
| GP (Exponential) |
14.69 |
10.32 |
8.20 |
10.77 |
7.13 |
6.20 |
9.22 |
4.36 |
1.68 |
5.18 |
| GP (Matern 3/2 / 5/2) |
23.18 / 27.39 |
19.12 / 23.70 |
10.12 / 13.08 |
11.18 / 13.09 |
16.89 / 25.45 |
8.77 / 8.85 |
11.92 / 11.70 |
4.66 / 6.10 |
3.49 / 5.27 |
10.66 / 14.41 |
| GP (RBF / RQ) |
39.09 / 12.07 |
34.35 /7.88 |
21.07 / 8.93 |
14.57 / 10.27 |
34.21 / 6.31 |
10.16 / 5.65 |
13.81 / 8.77 |
7.54 / 4.07 |
5.24 / 1.37 |
19.09 / 4.80 |
|
| Variable Duration |
Noisy (σ = 1) |
3.08 × 1014 |
4.30 × 1014 |
6.44 × 1014 |
6.47 × 1015 |
81.86 |
47.63 |
79.55 |
42.85 |
54.47 |
284.37 |
| CSI |
2.21 × 105 |
3.33 × 105 |
7.23 × 105 |
5.63 × 106 |
108.66 |
25.00 |
32.66 |
16.99 |
18.56 |
57.83 |
| GP (Linear) |
266.11 |
295.24 |
327.33 |
1.59 × 103 |
61.22 |
28.79 |
32.73 |
30.35 |
26.35 |
142.65 |
| GP (Periodic) |
15.88 |
13.14 |
10.80 |
9.54 |
13.20 |
7.03 |
10.42 |
4.94 |
2.76 |
13.59 |
| GP (Brownian) |
12.22 |
8.34 |
10.30 |
9.83 |
6.52 |
5.41 |
8.53 |
4.86 |
1.43 |
5.30 |
| GP (Exponential) |
12.04 |
8.58 |
6.94 |
10.37 |
7.39 |
5.34 |
7.80 |
4.10 |
1.81 |
5.23 |
| GP (Matern 3/2 / 5/2) |
17.13 / 18.31 |
14.02 / 15.70 |
8.29 / 9.21 |
10.13 / 12.79 |
13.96 / 20.53 |
7.17 / 7.18 |
9.14 / 9.22 |
4.08 / 5.59 |
2.87 / 4.27 |
9.23 / 12.53 |
| GP (RBF / RQ) |
26.18 / 10.30 |
22.95 / 6.91 |
14.58 / 7.43 |
13.70 / 9.68 |
26.43 / 6.23 |
8.62 / 5.00 |
10.26 / 7.26 |
7.02 / 3.95 |
4.35 / 1.37 |
15.63 / 4.64 |
| 20% |
1 |
Noisy (σ = 1) |
3.77 × 1014 |
5.29 × 1014 |
7.81 × 1014 |
7.26 × 1015 |
79.88 |
46.89 |
68.68 |
33.34 |
50.32 |
266.50 |
| CSI |
2.21 × 103 |
3.63 × 103 |
4.89 × 103 |
2.06 × 105 |
54.01 |
16.84 |
23.35 |
16.29 |
18.48 |
85.59 |
| GP (Linear) |
171.89 |
204.04 |
308.59 |
4.29 × 103 |
82.29 |
26.39 |
50.70 |
80.44 |
53.96 |
282.05 |
| GP (Periodic) |
26.97 |
28.62 |
27.33 |
42.61 |
41.67 |
7.47 |
13.32 |
11.76 |
12.50 |
64.93 |
| GP (Brownian) |
8.33 |
5.64 |
15.35 |
21.50 |
13.74 |
3.82 |
7.92 |
6.54 |
3.31 |
9.43 |
| GP (Exponential) |
7.44 |
5.25 |
6.28 |
19.26 |
19.88 |
3.55 |
5.94 |
5.12 |
4.72 |
12.12 |
| GP (Matern 3/2 / 5/2) |
8.47 / 8.43 |
6.68 / 6.63 |
7.04 / 6.84 |
17.07 / 26.24 |
18.14 / 34.68 |
4.42 / 4.22 |
7.68 / 7.09 |
4.46 / 5.21 |
3.52 / 5.66 |
12.61 / 20.79 |
| GP (RBF / RQ) |
9.45 / 6.83 |
7.44 / 4.59 |
7.86 / 5.84 |
27.63 / 16.67 |
38.39 / 14.87 |
4.57 / 3.50 |
7.01 / 5.59 |
8.08 / 3.96 |
5.94 / 3.29 |
22.41 / 9.63 |
|
| 3 |
Noisy (σ =1) |
4.41 × 1014 |
6.28 × 1014 |
1.05 × 1015 |
1.07 × 1016 |
81.43 |
47.13 |
78.58 |
34.84 |
52.91 |
277.13 |
| CSI |
5.97 × 104 |
9.19 × 104 |
2.60 × 104 |
1.95 × 105 |
83.24 |
28.44 |
32.68 |
19.68 |
19.44 |
72.24 |
| GP (Linear) |
262.47 |
302.82 |
509.26 |
4.49 × 103 |
74.41 |
32.76 |
45.46 |
49.58 |
41.05 |
222.07 |
| GP (Periodic) |
25.98 |
25.33 |
22.16 |
21.83 |
27.79 |
9.12 |
15.21 |
7.81 |
6.81 |
36.46 |
| GP (Brownian) |
14.04 |
9.63 |
19.49 |
19.85 |
11.75 |
5.74 |
11.69 |
6.44 |
2.62 |
9.50 |
| GP (Exponential) |
13.03 |
9.54 |
10.96 |
21.74 |
17.73 |
5.42 |
9.13 |
5.63 |
4.18 |
10.98 |
| GP (Matern 3/2/5/2) |
17.86/16.48 |
14.69/13.87 |
12.38/10.89 |
18.18/26.67 |
24.89/41.24 |
7.60/6.99 |
11.06/10.15 |
7.19/9.05 |
4.77/6.65 |
15.43/22.98 |
| GP (RBF/RQ) |
20.01/11.55 |
16.86/7.85 |
12.77/11.88 |
27.13/19.82 |
46.74/13.51 |
7.21/5.43 |
11.39/8.60 |
12.35/5.27 |
6.65/2.81 |
24.83/9.05 |
|
| 5 |
Noisy (σ =1) |
6.08 × 1014 |
8.79 × 1014 |
1.34 × 1015 |
1.29 × 1016 |
81.07 |
47.08 |
75.72 |
36.60 |
52.60 |
277.27 |
| CSI |
2.55 × 105 |
7.20 × 105 |
1.50 × 106 |
2.00 × 107 |
131.91 |
27.63 |
41.29 |
33.28 |
27.39 |
108.58 |
| GP (Linear) |
467.77 |
569.50 |
701.92 |
3.58 × 103 |
64.38 |
35.92 |
38.72 |
28.99 |
26.04 |
138.81 |
| GP (Periodic) |
26.19 |
23.07 |
20.60 |
13.47 |
18.12 |
11.48 |
15.34 |
5.92 |
3.94 |
19.67 |
| GP (Brownian) |
21.91 |
15.20 |
22.18 |
20.05 |
10.26 |
8.33 |
17.84 |
4.95 |
2.27 |
8.67 |
| GP (Exponential) |
23.18 |
17.53 |
16.17 |
21.25 |
12.43 |
8.53 |
16.94 |
5.22 |
3.03 |
8.43 |
| GP (Matern 3/2/5/2) |
45.82/49.04 |
43.03/47.95 |
21.44/23.57 |
20.15/25.74 |
39.17/55.75 |
13.73/12.66 |
19.92/18.89 |
5.28/8.57 |
6.70/8.95 |
20.92/26.38 |
| GP (RBF/RQ) |
71.90/18.16 |
72.50/12.31 |
43.65/18.04 |
30.73/20.15 |
78.45/10.08 |
15.42/7.95 |
18.98/13.92 |
10.46/4.79 |
8.94/2.16 |
33.64/7.49 |
|
| 7 |
Noisy (σ =1) |
5.49 × 1014 |
7.62 × 1014 |
1.06 × 1015 |
1.02 × 1016 |
79.99 |
47.21 |
75.38 |
32.96 |
50.89 |
269.56 |
| CSI |
7.40 × 106 |
5.14 × 106 |
1.16 × 107 |
7.68 × 107 |
118.12 |
29.91 |
33.09 |
36.71 |
29.37 |
125.96 |
| GP (Linear) |
466.74 |
556.93 |
841.90 |
6.04 × 103 |
71.38 |
37.81 |
46.95 |
40.80 |
35.78 |
194.83 |
| GP (Periodic) |
35.84 |
34.53 |
31.97 |
20.92 |
21.50 |
13.91 |
19.29 |
8.04 |
7.49 |
39.97 |
| GP (Brownian) |
23.73 |
16.22 |
32.39 |
21.67 |
15.05 |
9.10 |
23.47 |
7.51 |
3.34 |
13.26 |
| GP (Exponential) |
24.45 |
18.80 |
21.20 |
14.25 |
14.34 |
9.16 |
20.06 |
6.76 |
5.44 |
13.84 |
| GP (Matern 3/2 / 5/2) |
42.70 / 39.49 |
41.86 / 38.16 |
27.30 / 19.88 |
18.05 / 16.63 |
26.07 / 60.67 |
13.61 / 9.67 |
19.29 / 18.94 |
7.76 / 6.67 |
4.32 / 6.30 |
10.61 / 12.46 |
| GP (RBF / RQ) |
61.04 / 19.09 |
60.89 / 12.66 |
36.60 / 24.16 |
27.75 / 18.65 |
107.68 / 16.41 |
15.30 / 8.67 |
15.58 / 11.21 |
11.81 / 8.77 |
10.34 / 3.28 |
40.48 / 11.09 |
|
| Variable Duration |
Noisy (σ = 1) |
5.21 × 1014 |
7.20 × 1014 |
1.12 × 1015 |
1.16 × 1016 |
81.10 |
46.85 |
77.74 |
35.00 |
52.48 |
275.11 |
| CSI |
4.37 × 107 |
4.21 × 107 |
1.84 × 108 |
5.71 × 108 |
111.19 |
27.44 |
38.08 |
25.11 |
22.52 |
83.67 |
| GP (Linear) |
439.99 |
522.22 |
623.68 |
3174.74 |
66.48 |
34.25 |
38.34 |
36.75 |
30.73 |
165.93 |
| GP (Periodic) |
26.19 |
23.98 |
21.37 |
17.19 |
23.48 |
11.04 |
15.05 |
6.73 |
5.44 |
28.32 |
| GP (Brownian) |
17.98 |
12.34 |
20.49 |
19.36 |
10.52 |
7.60 |
15.61 |
5.66 |
2.38 |
8.64 |
| GP (Exponential) |
18.47 |
13.68 |
13.46 |
20.72 |
14.01 |
7.70 |
13.09 |
5.36 |
3.48 |
8.99 |
| GP (Matern 3/2 / 5/2) |
32.68 / 31.35 |
29.86 / 29.15 |
17.26 / 15.23 |
17.88 / 25.74 |
30.98 / 45.18 |
10.75 / 10.14 |
14.75 / 14.85 |
5.65 / 7.95 |
5.60 / 7.27 |
17.91 / 24.03 |
| GP (RBF / RQ) |
47.20 / 15.11 |
44.59 / 10.14 |
27.20 / 14.76 |
26.39 / 19.29 |
60.28 / 10.77 |
12.42 / 7.10 |
16.04 / 11.02 |
11.04 / 4.85 |
7.77 / 2.34 |
28.80 / 7.61 |
| 30% |
1 |
Noisy (σ =1) |
5.49 × 1014 |
7.62 × 1014 |
1.20 × 1015 |
1.11 × 1016 |
79.15 |
45.61 |
67.72 |
31.98 |
49.37 |
263.22 |
| CSI |
3.94 × 1010 |
1.72 × 1010 |
1.04 × 108 |
6.59 × 107 |
75.29 |
27.68 |
37.10 |
27.52 |
28.24 |
136.98 |
| GP (Linear) |
268.03 |
312.04 |
405.65 |
5.82 × 103 |
84.17 |
28.30 |
57.70 |
85.09 |
57.55 |
298.33 |
| GP (Periodic) |
38.25 |
41.21 |
40.58 |
52.42 |
52.28 |
10.13 |
16.54 |
16.97 |
18.57 |
95.55 |
| GP (Brownian) |
11.63 |
7.97 |
24.48 |
31.58 |
20.73 |
5.09 |
12.83 |
6.54 |
4.94 |
13.73 |
| GP (Exponential) |
10.77 |
7.83 |
10.15 |
29.60 |
33.85 |
4.72 |
8.01 |
6.65 |
7.36 |
18.63 |
| GP (Matern 3/2/5/2) |
12.68/12.34 |
10.47/10.18 |
11.30/11.28 |
21.89/39.06 |
26.07/60.67 |
5.93/5.57 |
9.68/9.39 |
5.91/6.27 |
4.83/8.20 |
16.43/31.08 |
| GP (RBF/RQ) |
13.84/9.54 |
11.72/6.47 |
13.19/10.03 |
39.50/25.97 |
67.21/24.34 |
6.07/4.98 |
9.90/7.42 |
9.86/5.45 |
8.63/5.00 |
32.98/14.54 |
|
| 3 |
Noisy (σ = 1) |
7.20 × 1014 |
1.01 × 1015 |
1.65 × 1015 |
1.63 × 1016 |
80.10 |
46.10 |
74.03 |
31.50 |
50.74 |
268.43 |
| CSI |
4.85 × 107 |
3.54 × 107 |
4.27 × 107 |
1.61 × 108 |
103.75 |
30.84 |
40.10 |
31.13 |
26.32 |
111.44 |
| GP (Linear) |
353.10 |
410.31 |
674.33 |
6.34 × 103 |
77.23 |
35.89 |
52.41 |
54.56 |
45.28 |
243.30 |
| GP (Periodic) |
36.58 |
37.23 |
33.85 |
29.29 |
37.96 |
12.48 |
19.77 |
9.75 |
10.78 |
57.53 |
| GP (Brownian) |
18.15 |
12.61 |
29.62 |
29.86 |
16.63 |
7.51 |
19.26 |
8.17 |
3.78 |
13.41 |
| GP (Exponential) |
17.68 |
13.44 |
16.65< |
32.78 |
29.57 |
7.20 |
13.28 |
6.86 |
6.61 |
16.53 |
| GP (Matern 3/2/5/2) |
25.78/22.95 |
22.96/20.52 |
18.56/14.78 |
27.70/39.78 |
43.49/69.47 |
10.36/9.26 |
13.74/13.30 |
9.05/11.25 |
7.20/8.88 |
23.25/33.04 |
| GP (RBF/RQ) |
30.51/15.01 |
27.68/10.37 |
19.56/18.65 |
39.42/29.88 |
83.22/20.71 |
10.45/6.94 |
14.44/11.10 |
17.52/6.42 |
9.28/4.13 |
35.90/12.83 |
|
| 5 |
Noisy (σ =1) |
8.03 × 1014 |
1.06 × 1015 |
1.72 × 1015 |
1.70 × 1016 |
79.99 |
47.21 |
75.38 |
32.96 |
50.89 |
269.56 |
| CSI |
7.40 × 106 |
5.14 × 106 |
1.16 × 107 |
7.68 × 107 |
109.60 |
29.91 |
43.09 |
36.71 |
29.37 |
125.96 |
| GP (Linear) |
466.74 |
556.93 |
841.90 |
6.04 × 103 |
71.38 |
37.81 |
46.95 |
40.80 |
35.78 |
194.83 |
| GP (Periodic) |
35.84 |
34.53 |
31.97 |
20.92 |
29.70 |
13.91 |
19.29 |
8.04 |
7.49 |
39.97 |
| GP (Brownian) |
23.73 |
16.22 |
32.39 |
29.47 |
15.05 |
9.10 |
23.47 |
7.51 |
3.34 |
13.26 |
| GP (Exponential) |
24.45 |
18.80 |
21.20 |
32.45 |
23.31 |
9.16 |
20.06 |
6.71 |
5.44 |
13.84 |
| GP (Matern 3/2/5/2) |
42.70/39.49 |
41.86/38.16 |
27.30/19.88 |
27.97/39.34 |
56.85/79.18 |
13.61/12.60 |
19.62/18.94 |
7.75/11.39 |
8.64/9.68 |
27.71/35.04 |
| GP (RBF/RQ) |
61.04/19.03 |
60.89/12.66 |
36.60/24.16 |
38.88/30.20 |
107.68/16.41 |
15.30/8.67 |
19.29/16.45 |
15.93/6.34 |
10.34/3.28 |
40.48/11.09 |
|
| 7 |
Noisy (σ = 1) |
7.51 × 1014 |
1.02 × 1015 |
1.76 × 1015 |
1.80 × 1016 |
80.50 |
47.63 |
74.70 |
34.94 |
51.66 |
271.95 |
| CSI |
9.21 × 108 |
6.83 × 108 |
2.48 × 108 |
5.46 × 109 |
124.42 |
28.24 |
45.81 |
44.48 |
33.30 |
145.70 |
| GP (Linear) |
600.95 |
724.28 |
984.16 |
5.37 × 103 |
66.93 |
38.37 |
42.82 |
33.12 |
28.60 |
153.63 |
| GP (Periodic) |
35.80 |
33.69 |
31.11 |
19.06 |
25.35 |
14.52 |
19.38 |
7.81 |
6.06 |
31.24 |
| GP (Brownian) |
28.52 |
19.30 |
33.84 |
30.27 |
13.97 |
10.02 |
25.70 |
7.19 |
3.12 |
12.45 |
| GP (Exponential) |
30.76 |
23.62 |
24.69 |
32.02 |
18.52 |
10.29 |
23.96 |
6.51 |
4.44 |
11.88 |
| GP (Matern 3/2/5/2) |
76.94/68.14 |
74.60/69.96 |
36.05/30.65 |
28.71/38.31 |
72.79/93.07 |
16.99/16.10 |
27.02/25.13 |
7.31/11.04 |
10.00/11.21 |
31.96/36.98 |
| GP (RBF/RQ) |
112.23/22.91 |
116.33/15.60 |
66.81/27.80 |
42.17/30.24 |
138.03/13.87 |
20.22/9.62 |
25.32/19.25 |
14.13/6.36 |
11.64/2.86 |
45.06/10.12 |
|
| Variable Duration |
Noisy (σ = 1) |
7.76 × 1014 |
1.07 × 1015 |
1.68 × 1015 |
1.68 × 1016 |
80.17 |
47.00 |
75.29 |
32.99 |
51.11 |
269.70 |
| CSI |
6.38 × 106 |
5.25 × 106 |
8.56 × 106 |
6.52 × 107 |
117.16 |
29.08 |
42.96 |
34.63 |
27.93 |
111.29 |
| GP (Linear) |
530.88 |
641.90 |
880.50 |
4.76 × 103 |
69.79 |
37.63 |
42.40 |
41.78 |
34.07 |
183.03 |
| GP (Periodic) |
35.74 |
34.67 |
32.31 |
23.83 |
33.08 |
13.71 |
19.11 |
8.80 |
8.71 |
46.50 |
| GP (Brownian) |
23.50 |
16.02 |
30.68 |
28.86 |
14.38 |
8.82 |
22.22 |
6.69 |
3.30 |
12.22 |
| GP (Exponential) |
24.58 |
18.50 |
19.83 |
30.89 |
21.81 |
8.75 |
18.55 |
6.48 |
5.24 |
12.98 |
| GP (Matern 3/2 / 5/2) |
45.15 / 39.62 |
44.20 / 38.63 |
24.73 / 18.40 |
26.60 / 38.06 |
50.02 / 71.38 |
13.43 / 12.53 |
20.45 / 19.66 |
7.36 / 9.07 |
7.89 / 9.02 |
25.43 / 33.16 |
| GP (RBF / RQ) |
69.71 / 19.39 |
68.12 / 13.06 |
42.29 / 22.29 |
61.64 / 28.67 |
100.00 / 15.21 |
15.60 / 8.16 |
20.35 / 15.50 |
13.82 / 5.72 |
10.13 / 3.21 |
39.06 / 10.27 |