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, implemented in a controller which is communicatively coupled to a Wi-Fi network, the method comprising:
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 of the one or more access points, wherein the channel includes a channel in one or more of a 2.4 GHz band and a 5 GHz band and the bandwidth includes a size of the channel including any of 20 MHz, 40 MHz, 80 MHz, and 160 MHz.
2. The method of claim 1 , wherein the one or more access points include a plurality of access points collectively forming the Wi-Fi network.
3. The method of claim 2 , wherein the plurality of access points utilize a same channel for backhaul links and client links.
4. The method of claim 2 , wherein the plurality of access points utilize different channels for backhaul links and client links.
5. The method of claim 1 , wherein the optimization is performed with one or more additional Wi-Fi networks in a cluster.
6. The method of claim 1 , wherein the controller is in a cloud.
7. The method of claim 1 , further comprising
performing the providing based on a hysteresis threshold, the hysteresis threshold configured to maintain stability of the Wi-Fi network by preventing configuration changes with minor changes in operational circumstances of the Wi-Fi network.
8. The method of claim 1 , wherein some of the one or more access points are assigned a bandwidth less than a maximum supported bandwidth, in the optimization.
9. A controller comprising:
a network interface communicatively coupled to a plurality of Wi-Fi networks;
one or more processors communicatively coupled to the network interface; and
memory storing instructions that, when executed, cause the one or more processors to
receive inputs related to signal strength and interference during operation of a Wi-Fi network of the plurality of Wi-Fi networks,
perform 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
provide 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 of the one or more access points, wherein the channel includes a channel in one or more of a 2.4 GHz band and a 5 GHz band and the bandwidth includes a size of the channel including any of 20 MHz, 40 Mhz, 80 Mhz, and 160 MHz.
10. The controller of claim 9 , wherein the one or more access points include a plurality of access points collectively forming the Wi-Fi network.
11. The controller of claim 10 , wherein the plurality of access points utilize a same channel for backhaul links and client links.
12. The controller of claim 10 , wherein the plurality of access points utilize different channels for backhaul links and client links.
13. The controller of claim 9 , wherein the optimization is performed with one or more additional Wi-Fi networks of the plurality of Wi-Fi networks in a cluster.
14. The controller of claim 9 , wherein the instructions that, when executed, cause the one or more processors to
provide the outputs based on a hysteresis threshold, the hysteresis threshold configured to maintain stability of the Wi-Fi network by preventing configuration changes with minor changes in operational circumstances of the Wi-Fi network.
15. The controller of claim 9 , wherein some of the one or more access points are assigned a bandwidth less than a maximum supported bandwidth, in the optimization.
16. A non-transitory computer-readable medium comprising instructions that, when executed, cause one or more processors to perform steps of:
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 of the one or more access points, wherein the channel includes a channel in one or more of a 2.4 GHz band and a 5 GHz band and the bandwidth includes a size of the channel including any of 20 MHz, 40 MHz, 80 MHz, and 160 MHz.
17. The non-transitory computer-readable medium of claim 16 , wherein the one or more access points include a plurality of access points collectively forming the Wi-Fi network.
18. The non-transitory computer-readable medium of claim 17 , wherein the plurality of access points utilize a same channel for backhaul links and client links.
19. The non-transitory computer-readable medium of claim 17 , wherein the plurality of access points utilize different channels for backhaul links and client links.
20. The non-transitory computer-readable medium of claim 16 , wherein the steps further include
performing the providing based on a hysteresis threshold, the hysteresis threshold configured to maintain stability of the Wi-Fi network by preventing configuration changes with minor changes in operational circumstances of the Wi-Fi network.