TABLE II.
Simulation Results
| The known-constituent case with 5 MUAPs from data set 2 was used. np = number of particles in each swarm; max_iter = maximum number of iterations; thresh. = threshold for swarm re-generation and termination. The standard parameter values used in Table I are shown in parentheses. | |||||||
| np (27) | max_iter (2700) | ||||||
| Parameter | 10 | 40 | 80 | 1e3 | 4e3 | 5e3 | 1e4 |
| ID (%) | 91 | 99 | 100 | 94 | 96 | 93 | 83 |
| Evals | 0.3 | 1.07 | 2.05 | 0.34 | 0.74 | 0.75 | 0.72 |
| thresh. (1e-5) | SNR (dB)(35) | ||||||
| Parameter | 1e-6 | 1e-4 | 20 | 25 | 30 | 40 | 45 |
| ID (%) | 99 | 100 | 57 | 92 | 98 | 99 | 100 |
| Evals | 0.68 | 0.70 | 0.68 | 0.69 | 0.69 | 0.67 | 0.68 |