Patent ID: 11917422
Assignee: DELL PRODUCTS L.P.
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 14:
15. An information handling system executing an intelligent throughput performance analysis and issue detection system, comprising:
a network interface device to establish a wireless link with a wireless network;
a processor to execute code instructions of a neural network of the intelligent throughput performance analysis and issue detection system trained to predict throughput values at the information handling system based on controlled connectivity testing metrics gathered in a controlled laboratory from a plurality of tested information handling systems that includes the information handling system;
the processor to execute code instructions of the intelligent throughput performance analysis and issue detection system to:
gather a measured throughput of the wireless link and operational connectivity metrics for the information handling system that describe antenna positional information, antenna adaptation controller parameters, signal strength measurements, and wireless link performance metrics;
output from the trained neural network a first predicted throughput value based on the gathered operational connectivity metrics; and
determine a difference exceeding a maximum tolerance between the first predicted throughput value and the measured throughput;

the network interface device to transmit a notification of erroneously predicted throughput, values output from the neural network, and the operational connectivity metrics for the information handling system to a remote neural network training platform; and
the processor executing code instructions of the intelligent throughput performance analysis and issue detection system to transmit to a technical support software agent executing at the information handling system an issue report requesting remediation or reconfiguration of the information handling system to increase throughput.