## 3 Self-Configuration Management (SCM)
### Data and Radio Model
\begin{table}
\begin{tabular}{c c c c c c c c c} \hline \hline \multirow{2}{*}{**Round \#**} & \multirow{2}{*}{**Cluster \#**} & \multirow{2}{*}{**Mac Address**} & \multirow{2}{*}{**Hearbeat Data**} & \multicolumn{2}{c}{**Elapsed Diffusion Time (\%)**} & \multirow{2}{*}{**Neighboring Data**} & \multirow{2}{*}{\(D\) (m\({}^{2}\))**} & \multirow{2}{*}{**Status**} & \multirow{2}{*}{\(E\) *} \\ \cline{5-10} \multirow{5}{*}{R5} & & 192.1683.1 & \({}^{*}\)1000000\({}^{*}\)(29) & 300 & (24,41,31) & 25 & Traffic & 1.0 \\ \cline{3-10}  & & 192.1683.2 & \({}^{*}\)11000000\({}^{*}\) & & (29,24,41,31) & & CH & 1.66 \\ \cline{3-10}  & & 192.1683.3 & \({}^{*}\)11100000\({}^{*}\)(24) & 260 & (29,41,31) & 30 & Traffic & 1.2 \\ \cline{3-10}  & & 192.1683.4 & \({}^{*}\)11110000\({}^{*}\)(41) & 300 & (29,24,31) & 40 & Offbeat & 1.0 \\ \cline{3-10}  & & 192.1683.5 & \({}^{*}\)11111000\({}^{*}\)(31) & 99 & (29,24,41) & 15 & Traffic & 1.48 \\ \hline \multicolumn{2}{c}{_RC_} & & \multicolumn{5}{c}{80\%} & & & \\ \hline \multirow{5}{*}{R10} & & 192.1682.1 & \({}^{*}\)10000000\({}^{*}\)(29) & 298 & (32,30,18) & 50 & Traffic & 0.77 \\ \cline{3-10}  & & 192.16812.2 & \({}^{*}\)11000000\({}^{*}\)(32) & 430 & (29,30,18) & 35 & offbeat & 0.90 \\ \cline{3-10}  & & 192.16812.3 & \({}^{*}\)11100000\({}^{*}\)(30) & 287 & (29,32,18) & 45 & Traffic & 0.84 \\ \cline{3-10}  & & 192.16812.4 & \({}^{*}\)11110000\({}^{*}\)(18) & 296 & (29,32,30) & 10 & offbeat & 0.92 \\ \cline{3-10}  & & 192.16812.5 & \({}^{*}\)11111000\({}^{*}\) & & (29,32,30,18) & & CH & 1.0 \\ \hline \multicolumn{2}{c}{_RC_} & & \multicolumn{5}{c}{60\%} & & & \\ \hline \multirow{5}{*}{R15} & & 192.1682.01 & \({}^{*}\)10000000\({}^{*}\)(35) & & (35,29,41,38,37) & CH & 0.73 \\ \cline{3-10}  & & 192.1682.02 & \({}^{*}\)11000000\({}^{*}\)(29,41) & 264, 299 & (35,38,37) & 40 & Offbeat & 0.52 \\ \cline{3-10}  & & 192.1682.03 & \({}^{*}\)11100000\({}^{*}\)(38) & 274 & (35,29,41,37) & 30 & Traffic & 0.55 \\ \cline{3-10}  & & 192.1682.04 & \({}^{*}\)11110000\({}^{*}\)(-) & & (35,29,41,38,37) & 20 & Fail-Stop & 0.62 \\ \cline{3-10}  & & 192.1682.05 & \({}^{*}\)11111000\({}^{*}\)(37) & 182 & (35,29,41,38) & 40 & Traffic & 0.67 \\ \hline \multicolumn{2}{c}{_RC_} & & \multicolumn{5}{c}{60\%} & & & \\ \hline \hline \end{tabular}
\end{table} 
Table 3: Illustrated practical results recorded through communication for different clusters at three diverse rounds. on the Sj adjacent node. If high = 0, the head node determines that the sensor produced an inaccurate result and declares a system error. Otherwise, the hypothesis hij = 1 is decided on. Following that, it is applied to =Algorithm 1 to determine if the problematic node is present in the cluster or not, and then each head node CH can estimate the mean of the healthy nodes SH received from them. We divided the preceding phase into two practical parts to optimize the computation involved in faultfinding. The first stage was to use the neighbors to detect malfunctioning sensor nodes. If the node did not locate a defect, it proceeds to the second stage of searching for an identical faulty node in the planned network using a detection alarm. This was discovered alarmingly during the suggested network programming known as a system error detection alarm (SEDA). We employed the alarm system to monitor network traffic for sent packets and send a quick alert to CH if it exceeded a specified period. This diagnosed rank 2 is the response with two different timings of the special broadcast round. In addition, the system monitored a network on a regular basis for repeated dispatch operations within the same time slot in distribution. This was classified as a forbidden activity with a ranking of 3 or produced an incorrect result. We documented each forbidden behavior centrally to the CH by warning it twice with alert beats using the SEDA system. Otherwise, the sensor node gives all clustering nodes Ci, which are most likely fault-free. Table 4 examined the observed problems in the proposed network utilizing the alarm system during dissemination cycle 22.