Research Article
Energy-Efficient Routing Using Fuzzy Neural Network in Wireless Sensor Networks
Algorithm 1
NH selection algorithm using neuro-fuzzy (NHSN).
| Input:and | | Process: | | (1) | for m =1 to | | (2) | Input the fixed premise {} to fuzzy layer of Takagi- Sugeno inference engine | | (3) | Fuzzy layer produces , and for each node according to Eq. (19). | | (4) | Tune the firing strength of each node using Eq. (21) | | (5) | Computes the firing strength of each node using Eq. (22). | | (6) | Performs defuzzification the consequent parameter of each node using Eq. (23). | | (7) | Computes the aggregated output using Eq. (24). | | (8) | Output: |
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