Determining locations of deployed access points
A network management system (NMS) automatically determines locations of deployed access points (APs) in a wireless network. The system identifies clusters of APs, wherein each AP in a cluster is a member of at least one robust quad, and wherein each robust quad in the cluster has three APs in common with another robust quad in the cluster. The NMS identifies one of the plurality of clusters as a global cluster and the remaining plurality of clusters as local clusters. The NMS determines coordinates of each node in the global cluster based on the coordinates of the anchor APs in the global coordinate system. For each local cluster, the NMS transforms the coordinates of each AP from the respective local coordinate system to the global coordinate system.
1 . A system comprising:
a plurality of access points (APs) configured to provide a wireless network at a site; and
a network management system comprising:
one or more processors; and
a memory comprising instructions that when executed by the one or more processors cause the one or more processors to:
based on neighbor relationships between the plurality of APs, identify a plurality of clusters of APs, wherein each AP in a cluster is a member of at least one robust quad, and wherein each robust quad in the cluster has three APs in common with another robust quad in the cluster;
determine coordinates of each AP in a global cluster of the plurality of clusters in a global coordinate system based on measured coordinates of at least three anchor APs in the global cluster;
for each of the plurality of clusters other than the global cluster, determine coordinates of each AP in the cluster in a local coordinate system associated with the cluster;
for each of the plurality of clusters other than the global cluster, transform the coordinates of each AP in the cluster from the associated local coordinate system to the global coordinate system; and
automatically invoke, based on the coordinates of one or more of the plurality of APs in the global coordinate system, one or more actions.
2 . The system of claim 1 , the memory further comprising instructions that when executed by the one or more processors cause the one or more processors to:
identify the global cluster as one of the plurality of clusters including a highest number of robust quads;
identify one of the robust quads in the global cluster as an anchor robust quad; and
define at least three APs in the anchor robust quad as anchor APs; and
generate a notification identifying the anchor APs.
3 . The system of claim 1 , the memory further comprising instructions that when executed by the one or more processors cause the one or more processors to:
for each of the plurality of clusters other than the global cluster, identify a robust quad in the cluster as an origin robust quad; and
define the associated local coordinate system for the cluster based on at least three APs in the origin robust quad.
4 . The system of claim 1 , the memory further comprising instructions that when executed by the one or more processors cause the one or more processors to:
receive data indicative of distances between two or more of the plurality of APs.
5 . The system of claim 4 , wherein the data indicative of distances between two or more APs includes round trip time (RTT) data.
6 . The system of claim 4 , the memory further comprising instructions that when executed by the one or more processors cause the one or more processors to:
determine the coordinates of each AP in the global cluster in the global coordinate system based on absolute locations of at least three anchor APs in the global cluster and the data indicative of distance measurements between APs in the global cluster.
7 . The system of claim 4 , the memory further comprising instructions that when executed by the one or more processors cause the one or more processors to:
for each of the plurality of clusters other than the global cluster, determine the coordinates of each AP in the cluster in the associated local coordinate system based on defined of at least three APs in the cluster and the data indicative of distance measurements between APs in the cluster.
8 . The system of claim 1 , wherein the actions include generating data representative of a user interface (UI) for display on a display device including user interface elements representing one or more of the plurality of APs at the site and the corresponding locations of one or more of the plurality of APs at the site.
9 . The system of claim 1 , wherein the actions include one or more of:
automatically analyzing the coordinates of one or more of the plurality of APs in the global coordinate system and generating a notification indicative of whether a deployment of one or more of the plurality of APs at the site is acceptable;
automatically adjusting transmit power of one or more of the plurality of APs based on the coordinates of the one or more of the plurality of APs; and
providing location services to one or more wireless client devices associated with the wireless network.
10 . The system of claim 1 , the memory further comprising instructions that when executed by the one or more processors cause the one or more processors to:
(a) for each of a plurality of local clusters, determine a distance between the local cluster and the global cluster;
(b) identify a nearest local cluster to the global cluster based on the determined distances;
(c) transform coordinates of APs in the nearest local cluster from an associated local coordinate system to the global coordinate system;
(d) merge the nearest local cluster with the global cluster; and
(e) repeat steps (a)-(d) until each of the plurality of local clusters has been merged with the global cluster.
11 . A method comprising:
based on neighbor relationships between a plurality of access points (APs), identifying a plurality of clusters of APs, wherein each AP in a cluster is a member of at least one robust quad, and wherein each robust quad in the cluster has three APs in common with another robust quad in the cluster;
determining coordinates of each AP in a global cluster of the plurality of clusters in a global coordinate system based on measured coordinates of at least three anchor APs in the global cluster;
for each of the plurality of clusters other than the global cluster, determining coordinates of each AP in the cluster in a local coordinate system associated with the cluster;
for each of the plurality of clusters other than the global cluster, transforming the coordinates of each AP in the cluster from the associated local coordinate system to the global coordinate system; and
automatically invoking, based on the coordinates of one or more of the plurality of APs in the global coordinate system, one or more actions.
12 . The method of claim 11 , further comprising:
identifying the global cluster as one of the plurality of clusters including a highest number of robust quads;
identifying one of the robust quads in the global cluster as an anchor robust quad; and
defining at least three APs in the anchor robust quad as anchor APs; and
generating a notification identifying the anchor APs.
13 . The method of claim 11 , further comprising:
for each of the plurality of clusters other than the global cluster, identifying a robust quad in the cluster as an origin robust quad; and
defining the associated local coordinate system for the cluster based on at least three APs in the origin robust quad.
14 . The method of claim 11 , further comprising:
receiving data indicative of distances between two or more of the plurality of APs, wherein the data indicative of distances between two or more APs includes round trip time (RTT) data.
15 . The method of claim 14 , further comprising:
determining the coordinates of each AP in the global cluster in the global coordinate system based on absolute locations of at least three anchor APs in the global cluster and the data indicative of distance measurements between APs in the global cluster.
16 . The method of claim 14 , further comprising:
for each of the plurality of clusters other than the global cluster, determining the coordinates of each AP in the cluster in the associated local coordinate system based on defined coordinates of at least three APs in the cluster and the data indicative of distance measurements between APs in the cluster.
17 . The method of claim 11 , wherein the actions include generating data representative of a user interface (UI) for display on a display device including user interface elements representing one or more of the plurality of APs at a site and the corresponding locations of one or more of the plurality of APs at the site.
18 . The method of claim 11 , wherein the actions include one or more of:
automatically analyzing the coordinates of one or more of the plurality of APs in the global coordinate system and generating a notification indicative of whether a deployment of one or more of the plurality of APs at a site is acceptable;
automatically adjusting transmit power of one or more of the plurality of APs based on the coordinates of the one or more of the plurality of APs; and
providing location services to one or more wireless client devices associated with a wireless network.
19 . The method of claim 11 , further comprising:
(a) for each of a plurality of local clusters, determining a distance between the local cluster and the global cluster;
(b) identifying a nearest local cluster to the global cluster based on the determined distances;
(c) transforming coordinates of APs in the nearest local cluster from an associated local coordinate system to the global coordinate system;
(d) merging the nearest local cluster with the global cluster; and
(e) repeating steps (a)-(d) until each of the plurality of local clusters has been merged with the global cluster.
20 . A Non-transitory computer-readable media comprising instructions that when executed by one or more processors cause the one or more processors to:
based on neighbor relationships between a plurality of access points (APs), identify a plurality of clusters of APs, wherein each AP in a cluster is a member of at least one robust quad, and wherein each robust quad in the cluster has three APs in common with another robust quad in the cluster;
determine coordinates of each AP in a global cluster of the plurality of clusters in a global coordinate system based on measured coordinates of at least three anchor APs in the global cluster;
for each of the plurality of clusters other than the global cluster, determine coordinates of each AP in the cluster in a local coordinate system associated with the cluster;
for each of the plurality of clusters other than the global cluster, transform the coordinates of each AP in the cluster from the associated local coordinate system to the global coordinate system; and
generating data representative of a user interface (UI) for display on a display device including user interface elements representing one or more of the plurality of APs at the site and the corresponding locations of one or more of the plurality of APs at the site.