Research Article
[Retracted] Swarm Intelligence with Adaptive Neuro-Fuzzy Inference System-Based Routing Protocol for Clustered Wireless Sensor Networks
Table 1
Result analysis of the SI-ANFISR technique with existing methods under 200 nodes.
| No. of rounds | SI-ANFISR | E-ALWO | RPL | MDS-MAP | EESRA | GWO |
| Delay (sec) | 200 | 0.1633 | 0.1727 | 0.2073 | 0.2240 | 0.2276 | 0.2356 | 400 | 0.1684 | 0.1785 | 0.2142 | 0.2291 | 0.2342 | 0.2400 | 600 | 0.1716 | 0.1840 | 0.2193 | 0.2342 | 0.2382 | 0.2440 | 800 | 0.1815 | 0.1887 | 0.2265 | 0.2404 | 0.2458 | 0.2553 | 1000 | 0.1862 | 0.2135 | 0.2549 | 0.2662 | 0.2702 | 0.2774 |
| Residual energy (J) | 200 | 0.4421 | 0.4138 | 0.2462 | 0.3699 | 0.3699 | 0.3674 | 400 | 0.3828 | 0.3313 | 0.1547 | 0.2668 | 0.2410 | 0.2372 | 600 | 0.3042 | 0.2578 | 0.1006 | 0.2101 | 0.1186 | 0.1173 | 800 | 0.2230 | 0.1792 | 0.0477 | 0.1354 | 0.0026 | 0.0245 | 1000 | 0.1985 | 0.1122 | 0.0003 | 0.0825 | 0.0013 | 0.0026 |
| Throughput (kbps) | 200 | 10124 | 8120 | 5881 | 7295 | 5998 | 4938 | 400 | 18022 | 16018 | 11892 | 14722 | 11892 | 9771 | 600 | 28396 | 23798 | 17315 | 20616 | 16843 | 15075 | 800 | 37826 | 32757 | 33700 | 26745 | 33229 | 26863 | 1000 | 43838 | 42895 | 34054 | 32757 | 33700 | 30164 |
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