Granted Patent B2

US 12,520,170 · App. 18/155,185 · Granted Jan 6, 2026

Inventors: Ting Guo (Beijing, CN); Jiyong Li (Beijing, CN); Guangzhi Ran (Beijing, CN); Qiang Zhou (Beijing, CN); Yunfei Bu (Beijing, CN); Kangchang Huang (Beijing, CN)

Assignee: Hewlett Packard Enterprise Development LP

H04W24/02H04W24/08

Abstract

Claims (56)

1 . A method comprising:

receiving, by a network device, a weather metric corresponding to a wireless networking device;

developing, by the network device during a training phase, an RF setting knowledge base comprising a mapping between a plurality of predefined weather metrics and a plurality of performance-oriented RF settings, wherein developing the RF setting knowledge base comprises:

receiving, by the network device, the weather metric corresponding to the wireless networking device;

transmitting, by the network device, a plurality of predetermined RF settings to the wireless networking device in response to determining that the weather metric has changed by a predetermined magnitude;

receiving a performance parameter measurement from the wireless networking device corresponding to each of the plurality of predetermined RF settings;

determining a performance metric based on the performance parameter measurement;

selecting a predetermined RF setting of the plurality of predetermined RF settings based on the performance metric; and

storing the weather metric and the predetermined RF setting in the RF setting knowledge base;

identifying, by the network device, a target radio frequency (RF) setting for the wireless networking device corresponding to the weather metric; and

transmitting, by the network device, the target RF setting to the wireless networking device to cause the wireless networking device to operate with the target RF setting thereby enhancing performance of the wireless networking device.

2 . The method of claim 1 , wherein identifying the target RF setting comprises:

performing, by the network device, a look-up in the RF setting knowledge base; and

selecting, by the network device, based on a match between the weather metric and the plurality of predefined weather metrics, a performance-oriented RF setting of the plurality of performance-oriented RF settings as the target RF setting.

3 . The method of claim 1 , wherein the performance parameter measurement comprises one or more of a channel utilization or throughput.

4 . The method of claim 3 , wherein determining the performance metric comprises calculating a ratio of the throughput and the channel utilization.

5 . The method of claim 1 , wherein receiving the weather metric comprises downloading a weather report from a weather repository.

6 . The method of claim 1 , wherein receiving the weather metric comprises obtaining a weather measurement via a sensor installed with the wireless networking device.

7 . The method of claim 1 , wherein the wireless networking device is an indoor-type wireless networking device or an outdoor-type wireless networking device.

8 . The method of claim 1 , wherein the weather metric is indicative of a weather condition in a predefined area encompassing the wireless networking device.

9 . The method of claim 1 , wherein the target RF setting comprises a configuration corresponding to one or more of a transmit power, beamforming status, a fragment threshold, Aggregated Media Access Control Protocol Data Unit (AMPDU) size, or a Guard Interval (GI).

10 . A network device, comprising:

a machine-readable storage medium storing instructions; and

a processing resource coupled to the machine-readable storage medium, wherein the processing resource is configured to execute one or more of the instructions to:

receive a weather metric corresponding to an outdoor access point (AP);

develop, during a training phase, an RF setting knowledge base comprising a mapping between a plurality of predefined weather metrics and a plurality of performance-oriented RF settings, wherein developing the RF setting knowledge base comprises:

receive the weather metric corresponding to the outdoor AP;

transmit a plurality of predetermined RF settings to the outdoor AP in response to determining that the weather metric has changed by a predetermined magnitude;

receive a performance parameter measurement from the outdoor AP corresponding to each of the plurality of predetermined RF settings;

determine a performance metric based on the performance parameter measurement;

select a predetermined RF setting of the plurality of predetermined RF settings based on the performance metric; and

store the weather metric and the predetermined RF setting in the RF setting knowledge base;

identify a target RF setting for the outdoor AP corresponding to the weather metric; and

transmit the target RF setting to the outdoor AP to cause the outdoor AP to operate with the target RF setting thereby enhancing a performance of the outdoor AP.

11 . The network device of claim 10 , wherein the outdoor AP communicates with a wireless device via a communication link extending outside a building hosting the outdoor AP.

12 . The network device of claim 10 , wherein the machine-readable storage medium stores the RF setting knowledge base, and wherein to identify the target RF setting, the processing resource is configured to execute one or more of the instructions to:

perform a look-up in the RF setting knowledge base; and

select, based on a match between the weather metric and the plurality of predefined weather metrics, a performance-oriented RF setting of the plurality of performance-oriented RF settings as the target RF setting.

13 . The network device of claim 10 , wherein the performance parameter measurement comprises one or more of a channel utilization or a throughput of the outdoor AP.

14 . The network device of claim 13 , wherein, to determine a performance metric, the processing resource is configured to execute one or more of the instructions to calculate a ratio of the throughput and the channel utilization.

15 . A networked system, comprising:

an outdoor access point (AP);

a network device communicatively coupled to the outdoor AP, wherein the network device, wherein the network device is configured to;

receive a weather metric corresponding to an outdoor AP;

develop, during a training phase, an RF setting knowledge base comprising a mapping between a plurality of predefined weather metrics and a plurality of performance-oriented RF settings, wherein developing the RF setting knowledge base comprises:

receive the weather metric corresponding to the outdoor AP;

transmit a plurality of predetermined RF settings to the outdoor AP in response to determining that the weather metric has changed by a predetermined magnitude;

receive a performance parameter measurement from the outdoor AP corresponding to each of the plurality of predetermined RF settings:

determine a performance metric based on the performance parameter measurement;

select a predetermined RF setting of the plurality of predetermined RF settings based on the performance metric; and

store the weather metric and the predetermined RF setting in the RE setting knowledge base;

identify a target RF setting for the outdoor AP corresponding to the weather metric; and

transmit the target RF setting to the outdoor AP to cause the outdoor AP to operate with the target RF setting thereby enhancing a performance of the outdoor AP.

16 . The networked system of claim 15 , wherein the network device stores the RF setting knowledge base, and wherein to identify the target RF setting, the network device is configured to:

perform a look-up in the RF setting knowledge base; and

select, based on a match between the weather metric and the plurality of predefined weather metrics, a performance-oriented RF setting of the plurality of performance-oriented RF settings as the target RF setting.

Assignments (1)

Continuity (1)

References Cited (14)