Research Article
[Retracted] Swarm Intelligence with Adaptive Neuro-Fuzzy Inference System-Based Routing Protocol for Clustered Wireless Sensor Networks
Table 2
Result analysis of the SI-ANFISR technique with existing methods under 500 nodes.
| No. of rounds | SI-ANFISR | E-ALWO | RPL | MDS-MAP | EESRA | GWO |
| Delay (sec) | 200 | 0.1843 | 0.1997 | 0.2304 | 0.2486 | 0.2595 | 0.2711 | 400 | 0.1918 | 0.2064 | 0.2449 | 0.2571 | 0.2543 | 0.2739 | 600 | 0.1990 | 0.2202 | 0.2466 | 0.2597 | 0.2726 | 0.2808 | 800 | 0.2090 | 0.2134 | 0.2554 | 0.2665 | 0.2761 | 0.2941 | 1000 | 0.2075 | 0.2396 | 0.2854 | 0.2865 | 0.3053 | 0.3122 |
| Residual energy (J) | 200 | 0.4800 | 0.4540 | 0.2895 | 0.4149 | 0.4127 | 0.4070 | 400 | 0.4237 | 0.3617 | 0.1977 | 0.3088 | 0.2753 | 0.2702 | 600 | 0.3408 | 0.2970 | 0.1325 | 0.2425 | 0.1489 | 0.1503 | 800 | 0.2625 | 0.2258 | 0.0777 | 0.1765 | 0.0457 | 0.0596 | 1000 | 0.2340 | 0.1471 | 0.0340 | 0.1152 | 0.0409 | 0.0368 |
| 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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