A comprehensive evaluation method of wlan network load based on fahp-svm theory
A FAHP-SVM, network load technology, applied in the field of network load comprehensive evaluation, to achieve accurate and objective evaluation results, reduce labor costs and time costs
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[0040] The present invention will be further described below in conjunction with accompanying drawing.
[0041] Such as figure 1 As shown, a WLAN network performance comprehensive evaluation method based on the FAHP-SVM theory includes the following steps: Step 1, constructing a WLAN network load comprehensive evaluation index system, which is based on the feasibility of WLAN network characteristics , Representativeness, and comprehensiveness are the selection principles of indicators. CPU utilization, memory utilization, number of connected APs, DHCP address pool utilization, and number of associated users are selected to form a WLAN network load evaluation index system. The specific indicators and their meanings As shown in Table 1;
[0042] Step 2. Select the learning samples of the machine learning algorithm to lay the foundation for the automatic evaluation of the subsequent model. Considering the WLAN network load evaluation system itself, learning the output evaluatio...
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