Research Article
A Novel Short-Medium Term Satellite Clock Error Prediction Algorithm Based on Modified Exponential Smoothing Method
Table 2
The statistical chart of above schemes (unit in ns.).
| Scheme | No. | 1 | 2 | 3 | 4 | 5 | 6 | Avg | Std |
| S1 | DES | RMSE | 0.3363 | 0.2405 | 0.3225 | 0.2570 | 0.5088 | 0.8182 | 0.4139 | 0.2198 | Max | 1.2321 | 0.1874 | 0.1672 | 0.5926 | 1.2149 | 2.1844 | | | Min | -1.4544 | -0.5476 | -0.7088 | -0.5061 | -0.7692 | -1.5594 | | | TES | RMSE | 0.4691 | 0.5258 | 0.8922 | 0.2881 | 0.5435 | 0.8214 | 0.5900 | 0.2267 | Max | 1.1801 | 0.9491 | 1.7628 | 0.5479 | 1.0825 | 1.9872 | | | Min | -1.5104 | -0.0705 | 0.0125 | -0.5682 | -0.9944 | -1.7465 | | | GM | RMSE | 0.3298 | 0.1253 | 0.2004 | 0.2509 | 0.4298 | 0.7968 | 0.3555 | 0.2404 | Max | 1.5075 | 0.2875 | 0.4857 | 0.5229 | 1.0631 | 1.6884 | | | Min | -1.1804 | -0.3155 | -0.4108 | -0.5805 | -1.1460 | -2.0537 | | | S2 | DES+GM | RMSE | 0.3321 | 0.2401 | 0.3214 | 0.2562 | 0.5037 | 0.7996 | 0.4089 | 0.2131 | Max | 1.2165 | 0.1887 | 0.1696 | 0.5897 | 0.7448 | 2.0719 | | | Min | -1.4703 | -0.5475 | -0.7061 | -0.5134 | -1.3902 | -1.6737 | | | TES+GM | RMSE | 0.4367 | 0.3113 | 0.7305 | 0.2843 | 0.4335 | 0.8007 | 0.4995 | 0.2164 | Max | 1.0742 | 0.6572 | 1.5336 | 0.5605 | 0.7266 | 1.9872 | | | Min | -1.6213 | -0.2455 | -0.1339 | -0.5561 | -1.4685 | -1.7465 | | | S3 | DES | RMSE | 0.4001 | 1.0364 | 1.2312 | 0.3363 | 1.5164 | 0.7425 | 0.8772 | 0.4685 | Max | 1.2322 | 0.1874 | 0.1963 | 1.1834 | 1.4221 | 2.1844 | | | Min | -1.4544 | -2.0241 | -2.4174 | -0.0686 | -2.1932 | -2.4237 | | | DES+SW | RMSE | 0.3171 | 0.5586 | 1.2093 | 0.2891 | 1.1880 | 0.7354 | 0.7163 | 0.4081 | Max | 1.2328 | 0.1849 | 2.5172 | 1.0120 | 1.4221 | 2.0767 | | | Min | -1.4537 | -1.1640 | -1.4977 | -0.6863 | -2.9796 | -2.4733 | | | DES+GM+SW | RMSE | 0.2793 | 0.3996 | 0.7033 | 0.2548 | 1.0269 | 0.7376 | 0.5669 | 0.3058 | Max | 1.1912 | 0.5105 | 1.7261 | 0.8462 | 0.7881 | 2.0767 | | | Min | -1.4963 | -1.2359 | -0.9158 | -0.8081 | -2.6918 | -1.6754 | | | TES | RMSE | 2.6601 | 7.2823 | 15.7942 | 3.3886 | 1.3800 | 0.7894 | 5.2158 | 5.6630 | Max | 1.1801 | 15.6289 | 34.2391 | 0.0548 | 1.1644 | 2.2027 | | | Min | -6.0656 | -0.0705 | 0.0125 | -7.5281 | -3.5282 | -2.4249 | | | TES+SW | RMSE | 1.4326 | 4.5575 | 6.4957 | 2.6798 | 1.2568 | 0.7520 | 2.8624 | 2.2443 | Max | 4.2711 | 4.8356 | 10.1357 | 5.8127 | 1.4003 | 2.2027 | | | Min | -2.0166 | -12.4834 | -16.7888 | -2.4607 | -3.3671 | -1.5969 | | | TES+GM+SW | RMSE | 0.7098 | 3.0143 | 3.2632 | 1.7600 | 1.1082 | 0.6773 | 1.7555 | 1.4300 | Max | 1.8674 | 4.3660 | 9.8627 | 3.3411 | 0.9642 | 1.5817 | | | Min | -1.8219 | -7.9424 | -0.8799 | -2.4694 | -3.6636 | -2.8538 | | | GM | RMSE | 0.2429 | 0.1440 | 0.2624 | 0.2692 | 0.7284 | 0.7310 | 0.3963 | 0.2621 | Max | 1.5075 | 0.4878 | 0.4857 | 0.8203 | 2.2155 | 2.5908 | | | Min | -1.1804 | -0.4490 | -0.9562 | -0.8304 | -1.1460 | -2.0537 | | |
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