Research Article
GWO-LPWSN: Grey Wolf Optimization Algorithm for Node Localization Problem in Wireless Sensor Networks
Table 2
Comparative analysis of mean localization error (MLE), computation time, and number of localized node (NL).
| Anchor
| PSO | MBA | GWO | MLE (%) | Time (s) | NL | MLE (%) | Time (s) | NL | MLE (%) | Time (s) | NL |
| 10 | 0.5559 | 4.17 | 132 | 0.6982 | 3.99 | 178 | 0.7771 | 1.98 | 185 | 20 | 0.5488 | 3.61 | 139 | 0.6422 | 2.48 | 186 | 0.7762 | 2.21 | 196 | 30 | 0.5357 | 3.03 | 142 | 0.6358 | 3.25 | 195 | 0.7758 | 2.60 | 213 | 40 | 0.4787 | 5.11 | 154 | 0.6169 | 2.47 | 205 | 0.7511 | 2.50 | 221 | 50 | 0.4594 | 4.59 | 161 | 0.5798 | 2.25 | 210 | 0.7043 | 2.37 | 234 | 60 | 0.4592 | 5.59 | 173 | 0.5747 | 3.33 | 240 | 0.7011 | 2.55 | 249 | 70 | 0.4445 | 5.01 | 182 | 0.5425 | 1.86 | 246 | 0.6983 | 1.72 | 262 | 80 | 0.4433 | 5.58 | 196 | 0.5369 | 4.13 | 251 | 0.6974 | 2.06 | 271 | 90 | 0.4247 | 5.22 | 208 | 0.5205 | 1.75 | 258 | 0.6779 | 1.51 | 279 | 100 | 0.3054 | 5.93 | 219 | 0.5021 | 2.55 | 260 | 0.6586 | 1.80 | 286 |
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