Optimization of distributed Wi-Fi networks
Systems and methods for Wi-Fi network optimization include receiving inputs related to signal strength and interference during operation of the Wi-Fi network; performing an optimization to determine operational parameters of one or more access points in the Wi-Fi network, wherein the optimization is based on the inputs and is configured to address an objective associated with the Wi-Fi network; and providing outputs comprising the operational parameters for configuration of the Wi-Fi network, based on the optimization, wherein the operational parameters include channel and bandwidth selection, and topology of the one or more access points.
1. A method comprising:
receiving, by a device, inputs related to operations by an access point associated with a network at a location, the inputs comprising information related to characteristics of the network;
analyzing, by the device, the inputs;
determining, by the device, operational parameters of the access point, the operational parameters corresponding to an objective function of the network, the objective function maximizing excess capacity for a load ratio of the access point for desired loads of each client connected to the access point; and
configuring, by the device, the access point based on the operational parameters, the configuration causing the network to operate at the location in accordance with the objective function.
2. The method of claim 1 , further comprising:
providing an output to the access point, the provided output causing the access point to perform the configuration based on the operational parameters.
3. The method of claim 1 , wherein the configuration corresponds to a set of network capabilities at the location, the network capabilities being at least one of bandwidth, capacity, power, band steering, channel selection and coverage.
4. The method of claim 1 , wherein inputs comprise information related to at least one of signal strength and interference during operation of the network.
5. The method of claim 1 , wherein the configuration comprises a topology of the access point within the network.
6. The method of claim 1 , further comprising
performing the configuration based on a hysteresis threshold, the hysteresis threshold configured to maintain stability of the network by preventing configuration changes with minor changes in operational circumstances of the network.
7. The method of claim 1 , wherein the network is a Wi-Fi network.
8. The method of claim 1 , wherein in the device is a controller.
9. The method of claim 1 , wherein the controller is in a cloud.
10. The method of claim 1 , wherein the location comprises a plurality of access points, wherein the configuration is performed for each of the plurality of access points.
11. A device comprising:
a processor configured to:
receive inputs related to operations by an access point associated with a network at a location, the inputs comprising information related to characteristics of the network;
analyze the inputs;
determine operational parameters of the access point, the operational parameters corresponding to an objective function of the network, the objective function maximizing excess capacity for a load ratio of the access point for desired loads of each client connected to the access point; and
configure, by the device, the access point based on the operational parameters, the configuration causing the network to operate at the location in accordance with the objective function.
12. The device of claim 11 , wherein the processor is further configured to:
providing an output to the access point, the provided output causing the access point to perform the configuration based on the operational parameters.
13. The device of claim 11 , wherein the configuration corresponds to a set of network capabilities at the location, the network capabilities being at least one of bandwidth, capacity, power, band steering, channel selection and coverage.
14. The device of claim 11 , wherein inputs comprise information related to at least one of signal strength and interference during operation of the network.
15. The device of claim 11 , wherein the configuration comprises a topology of the access point within the network.
16. A non-transitory computer-readable storage medium tangibly encoded with computer-executable instructions, that when executed by a device on a network, perform a method comprising:
receiving, by the device, inputs related to operations by an access point associated with the network at a location, the inputs comprising information related to characteristics of the network;
analyzing, by the device, the inputs;
determining, by the device, operational parameters of the access point, the operational parameters corresponding to an objective function of the network, the objective function maximizing excess capacity for a load ratio of the access point for desired loads of each client connected to the access point; and
configuring, by the device, the access point based on the operational parameters, the configuration causing the network to operate at the location in accordance with the objective function.
17. The non-transitory computer-readable storage medium of claim 16 , further comprising:
providing an output to the access point, the provided output causing the access point to perform the configuration based on the operational parameters.
18. The non-transitory computer-readable storage medium of claim 16 , wherein the configuration corresponds to a set of network capabilities at the location, the network capabilities being at least one of bandwidth, capacity, power, band steering, channel selection and coverage.
19. The non-transitory computer-readable storage medium of claim 16 , wherein inputs comprise information related to at least one of signal strength and interference during operation of the network.
20. The non-transitory computer-readable storage medium of claim 16 , wherein the configuration comprises a topology of the access point within the network.