Research Article
Parallel Differential Evolutionary Particle Filtering Algorithm Based on the CUDA Unfolding Cycle
Table 8
Six algorithms’ running schedule. Unit: ms.
| | IIPRPDE-PF | 2U-PRPDE-PF | 4U-PRPDE-PF | 8U-PRPDE-PF | WU-PRPDE-PF | CU-PRPDE-PF |
| | 39.2 | 37.51 | 36.35 | 35.64 | 33.56 | 33 | | 51.7 | 50.592 | 49.011 | 48 | 44.2 | 43 | | 76.05 | 75.888 | 73.5165 | 69.2 | 65 | 64 | | 152.35 | 139.536 | 135.1755 | 136.5 | 130.21 | 128 | | 250.6 | 241.536 | 233.988 | 225.82 | 214.18 | 210 | | 493.3 | 471.648 | 456.909 | 448.2 | 421.62 | 414 | | 972 | 930.24 | 901.17 | 883.6 | 830.77 | 816 | | 1927.85 | 1861.296 | 1803.1305 | 1748.59 | 1647.73 | 1620 | | 3753.85 | 3607.536 | 3494.8005 | 3410.6 | 3208.42 | 3154 | | 7526.55 | 7215.888 | 6990.3915 | 6842 | 6432.94 | 6324.8 | | 15031 | 14394.24 | 13944.42 | 13662 | 12847 | 12631 |
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