Information About Radio Resource Management
The Radio Resource Management (RRM) software that is embedded in the device acts as a built-in Radio Frequency (RF) engineer to consistently provide real-time RF management of your wireless network. RRM enables devices to continually monitor their associated lightweight access points for the following information:
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Traffic load—The total bandwidth used for transmitting and receiving traffic. It enables wireless LAN managers to track and plan network growth ahead of client demand.
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Interference—The amount of traffic coming from other 802.11 sources.
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Noise—The amount of non-802.11 traffic that is interfering with the currently assigned channel.
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Coverage—The Received Signal Strength (RSSI) and signal-to-noise ratio (SNR) for all connected clients.
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Other —The number of nearby access points.
RRM performs these functions:
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Radio resource monitoring
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Power control transmission
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Dynamic channel assignment
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Coverage hole detection and correction
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RF grouping
Note |
RRM grouping does not occur when an AP operates in a static channel that is not in the DCA channel list. The Neighbor Discovery Protocol (NDP) is sent only on DCA channels; therefore, when a radio operates on a non-DCA channel, it does not receive NDP on the channel. |
Radio Resource Monitoring
RRM automatically detects and configures new devices and lightweight access points as they are added to the network. It then automatically adjusts the associated and nearby lightweight access points to optimize coverage and capacity.
Lightweight access points can scan all the valid channels for the country of operation as well as for channels available in other locations. The access points in local mode go offchannel for a period not greater than 70 ms to monitor these channels for noise and interference. Packets collected during this time are analyzed to detect rogue access points, rogue clients, ad-hoc clients, and interfering access points.
Note |
In the presence of voice traffic or other critical traffic (in the last 100 ms), access points can defer off-channel measurements. The access points also defer off-channel measurements based on the WLAN scan priority configurations. |
Each access point spends only 0.2 percent of its time off channel. This activity is distributed across all the access points so that adjacent access points are not scanning at the same time, which could adversely affect wireless LAN performance.
Information About RF Groups
An RF group is a logical collection of controllers that coordinate to perform RRM in a globally optimized manner to perform network calculations on a per-radio basis. Separate RF groups exist for 2.4-GHz and 5-GHz networks. Clustering Cisco Catalyst 9800 Series Wireless Controller into a single RF group enables the RRM algorithms to scale beyond the capabilities of a single Cisco Catalyst 9800 Series Wireless Controller.
An RF group is created based on the following parameters:
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User-configured RF network name.
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Neighbor discovery performed at the radio level.
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Country list configured on the controller.
RF grouping runs between controllers .
Lightweight access points periodically send out neighbor messages over the air. Access points using the same RF group name validate messages from each other.
When access points on different controllers hear validated neighbor messages at a signal strength of –80 dBm or stronger, the controllers dynamically form an RF neighborhood in auto mode. In static mode, the leader is manually selected and the members are added to the RF Group.
Note |
RF groups and mobility groups are similar, in that, they both define clusters of controllers , but they are different in terms of their use. An RF group facilitates scalable, system-wide dynamic RF management, while a mobility group facilitates scalable, system-wide mobility and controller redundancy. |
RF Group Leader
RF Group Leader can be configured in two ways as follows:
Note |
RF Group Leader is selected based on the controller with the greatest AP capacity (platform limit). If multiple controllers have the same capacity, the leader is selected based on the Group ID, which is a combination of the management IP address, AP capacity, random number, and so on. The one with the highest Group ID is selected as the leader. |
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Auto Mode: In this mode, the members of an RF group elect an RF group leader to maintain a primary power and channel scheme for the group. The RF grouping algorithm dynamically chooses the RF group leader and ensures that an RF group leader is always present. Group leader assignments can and do change (for instance, if the current RF group leader becomes inoperable or RF group members experience major changes).
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Static Mode: In this mode, a user selects a controller as an RF group leader manually. In this mode, the leader and the members are manually configured and fixed. If the members are unable to join the RF group, the reason is indicated. The leader tries to establish a connection with a member every minute if the member has not joined in the previous attempt.
The RF group leader analyzes real-time radio data collected by the system, calculates the power and channel assignments, and sends them to each of the controllers in the RF group. The RRM algorithms ensure system-wide stability, and restrain channel and power scheme changes to the appropriate local RF neighborhoods.
Note |
When a controller becomes both leader and member for a specific radio, you get to view the IPv4 and IPv6 address as part of the group leader. When a Controller A becomes a member and Controller B becomes a leader, the Controller A displays either IPv4 or IPv6 address of Controller B using the address it is connected. So, if both leader and member are not the same, you get to view only one IPv4 or IPv6 address as a group leader in the member. |
If Dynamic Channel Assignment (DCA) needs to use the worst-performing radio as the single criterion for adopting a new channel plan, it can result in pinning or cascading problems.
The main cause of both pinning and cascading is that any potential channel plan changes are controlled by the RF circumstances of the worst-performing radio. The DCA algorithm does not do this; instead, it does the following:
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Multiple local searches: The DCA search algorithm performs multiple local searches initiated by different radios in the same DCA run rather than performing a single global search that is driven by a single radio. This change addresses both pinning and cascading, while maintaining the desired flexibility and adaptability of DCA and without jeopardizing stability.
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Multiple Channel Plan Change Initiators (CPCIs): Previously, the single worst radio was the sole initiator of a channel plan change. Now each radio in an RF group is evaluated and prioritized as a potential initiator. Intelligent randomization of the resulting list ensures that every radio is eventually evaluated, which eliminates the potential for pinning.
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Limiting the propagation of channel plan changes (Localization): For each CPCI radio, the DCA algorithm performs a local search for a better channel plan, but only the CPCI radio itself and its one-hop neighboring access points are actually allowed to change their current transmit channels. The impact of an access point triggering a channel plan change is felt only to within two RF hops from that access point, and the actual channel plan changes are confined to within a one-hop RF neighborhood. Because this limitation applies across all CPCI radios, cascading cannot occur.
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Non-RSSI-based cumulative cost metric: A cumulative cost metric measures how well an entire region, neighborhood, or network performs with respect to a given channel plan. The individual cost metrics of all the access points in that area are considered in order to provide an overall understanding of the channel plan’s quality. These metrics ensure that the improvement or deterioration of each single radio is factored into any channel plan change. The objective is to prevent channel plan changes in which a single radio improves, but at the expense of multiple other radios experiencing a considerable performance decline.
The RRM algorithms run at a specified updated interval, which is 600 seconds by default. Between update intervals, the RF group leader sends keepalive messages to each of the RF group members and collects real-time RF data.
Note |
Several monitoring intervals are also available. See the Configuring RRM section for details. |
RF Grouping Failure Reason Codes
RF Grouping failure reason codes and their explanations are listed below:
Reason Code |
Description |
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1 |
Maximum number (20) of controllers are already present in the group. |
2 |
If the following conditions are met:
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3 |
Group ID do not match. |
4 |
Request does not include source type. |
5 |
Group spilt message to all member while group is being reformed. |
6 |
Auto leader is joining a static leader, during the process deletes all the members. |
9 |
Grouping mode is turned off. |
11 |
Country code does not match. |
12 |
Controller is up in hierarchy compared to sender of join command (static mode). Requestor is up in hierarchy (auto mode). |
13 |
Controller is configured as static leader and receives join request from another static leader. |
14 |
Controller is already a member of static group and receives a join request from another static leader. |
15 |
Controller is a static leader and receives join request from non-static member. |
16 |
Join request is not intended to the controller. Controller name and IP do not match. |
18 |
RF domain do not match. |
19 |
Controller received a Hello packet at incorrect state. |
20 |
Controller has already joined Auto leader, now gets a join request from static leader. |
21 |
Group mode change. Domain name change from CLI. Static member is removed from CLI. |
22 |
Max switch size (350) is reached |
Additional Reference
Radio Resource Management White Paper: https://www.cisco.com/c/en/us/td/docs/wireless/controller/technotes/8-3/b_RRM_White_Paper/b_RRM_White_Paper_chapter_011.html
RF Group Name
A controller is configured in an RF group name, which is sent to all the access points joined to the controller and used by the access points as the shared secret for generating the hashed MIC in the neighbor messages. To create an RF group, you configure all of the controllers to be included in the group with the same RF group name.
If there is any possibility that an access point joined to a controller might hear RF transmissions from an access point on a different controller , you should configure the controller with the same RF group name. If RF transmissions between access points can be heard, then system-wide RRM is recommended to avoid 802.11 interference and contention as much as possible.
Rogue Access Point Detection in RF Groups
After you have created an RF group of controller , you need to configure the access points connected to the controller to detect rogue access points. The access points will then select the beacon or probe-response frames in neighboring access point messages to see if they contain an authentication information element (IE) that matches that of the RF group. If the selection is successful, the frames are authenticated. Otherwise, the authorized access point reports the neighboring access point as a rogue, records its BSSID in a rogue table, and sends the table to the controller .
Secure RF Groups
Secure RF groups enable to encrypt and secure RF grouping and RRM message exchanges over DTLS tunnel. During the DTLS handshake controllers authenticate each other with wireless management trust-point certificate.
Note |
If a controller has to be part of secure RF-group, that controller must be part of the same mobility group. |
Transmit Power Control
The device dynamically controls access point transmit power based on the real-time wireless LAN conditions.
The Transmit Power Control (TPC) algorithm increases and decreases an access point’s power in response to changes in the RF environment. In most instances, TPC seeks to lower an access point's power to reduce interference, but in the case of a sudden change in the RF coverage, for example, if an access point fails or becomes disabled, TPC can also increase power on the surrounding access points. This feature is different from coverage hole detection, which is primarily concerned with clients. TPC provides enough RF power to achieve the required coverage levels while avoiding channel interference between access points. We recommend that you select TPCv1; TPCv2 option is deprecated. With TPCv1, you can select the channel aware mode; we recommend that you select this option for 5 GHz, and leave it unchecked for 2.4 GHz.
Overriding the TPC Algorithm with Minimum and Maximum Transmit Power Settings
The TPC algorithm balances RF power in many diverse RF environments. However, it is possible that automatic power control will not be able to resolve some scenarios in which an adequate RF design was not possible to implement due to architectural restrictions or site restrictions, for example, when all the access points must be mounted in a central hallway, placing the access points close together, but requiring coverage to the edge of the building.
In these scenarios, you can configure maximum and minimum transmit power limits to override TPC recommendations. The maximum and minimum TPC power settings apply to all the access points through RF profiles in a RF network.
To set the Maximum Power Level Assignment and Minimum Power Level Assignment, enter the maximum and minimum transmit power used by RRM in the fields in the Tx Power Control window. The range for these parameters is -10 to 30 dBm. The minimum value cannot be greater than the maximum value; the maximum value cannot be less than the minimum value.
If you configure a maximum transmit power, RRM does not allow any access point attached to the controller, to exceed this transmit power level (whether the power is set by RRM TPC or by coverage hole detection). For example, if you configure a maximum transmit power of 11 dBm, no access point will transmit above 11 dBm, unless the access point is configured manually.
Cisco APs support power level changes in 3 dB granularity. TPC Min and Max power settings allow for values in 1 dB increments. The resulting power level will be rounded to the nearest value supported in the allowed powers entry for the AP model and the current serving channel.
Each AP model has its own set of power levels localized for its regulatory country and region. Moreover, the power levels for the same AP model will vary based on the band and channel it is set to. For more information on Allowed Power Level vs. Actual power(in dBm), use the show ap name <name> config slot <0|1|2|3> command to view the specific number of power levels, the range of power levels allowed, and the current power level setting on the AP.
Dynamic Channel Assignment
Two adjacent access points on the same channel can cause either signal contention or signal collision. In a collision, data is not received by the access point. This functionality can become a problem, for example, when someone reading an e-mail in a café affects the performance of the access point in a neighboring business. Even though these are separate networks, someone sending traffic to the café on channel 1 can disrupt communication in an enterprise using the same channel. Devices can dynamically allocate access point channel assignments to avoid conflict and increase capacity and performance. Channels are reused to avoid wasting scarce RF resources. In other words, channel 1 is allocated to a different access point far from the café, which is more effective than not using channel 1 altogether.
The device’s Dynamic Channel Assignment (DCA) capabilities are also useful in minimizing adjacent channel interference between access points. For example, two overlapping channels in the 802.11b/g band, such as 1 and 2, cannot simultaneously use 11 or 54 Mbps. By effectively reassigning channels, the device keeps adjacent channels that are separated.
Note |
We recommend that you use only nonoverlapping channels (1, 6, 11, and so on). |
Note |
Channel change does not require you to shut down the radio. |
The device examines a variety of real-time RF characteristics to efficiently handle channel assignments as follows:
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Access point received energy: The received signal strength measured between each access point and its nearby neighboring access points. Channels are optimized for the highest network capacity.
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Noise: Noise can limit signal quality at the client and access point. An increase in noise reduces the effective cell size and degrades user experience. By optimizing channels to avoid noise sources, the device can optimize coverage while maintaining system capacity. If a channel is unusable due to excessive noise, that channel can be avoided.
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802.11 interference: Interference is any 802.11 traffic that is not a part of your wireless LAN, including rogue access points and neighboring wireless networks. Lightweight access points constantly scan all the channels looking for sources of interference. If the amount of 802.11 interference exceeds a predefined configurable threshold (the default is 10 percent), the access point sends an alert to the device. Using the RRM algorithms, the device may then dynamically rearrange channel assignments to increase system performance in the presence of the interference. Such an adjustment could result in adjacent lightweight access points being on the same channel, but this setup is preferable to having the access points remain on a channel that is unusable due to an interfering foreign access point.
In addition, if other wireless networks are present, the device shifts the usage of channels to complement the other networks. For example, if one network is on channel 6, an adjacent wireless LAN is assigned to channel 1 or 11. This arrangement increases the capacity of the network by limiting the sharing of frequencies. If a channel has virtually no capacity remaining, the device may choose to avoid this channel. In huge deployments in which all nonoverlapping channels are occupied, the device does its best, but you must consider RF density when setting expectations.
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Load and utilization: When utilization monitoring is enabled, capacity calculations can consider that some access points are deployed in ways that carry more traffic than other access points, for example, a lobby versus an engineering area. The device can then assign channels to improve the access point that has performed the worst. The load is taken into account when changing the channel structure to minimize the impact on the clients that are currently in the wireless LAN. This metric keeps track of every access point’s transmitted and received packet counts to determine how busy the access points are. New clients avoid an overloaded access point and associate to a new access point. This Load and utilization parameter is disabled by default.
The device combines this RF characteristic information with RRM algorithms to make system-wide decisions. Conflicting demands are resolved using soft-decision metrics that guarantee the best choice for minimizing network interference. The end result is optimal channel configuration in a three-dimensional space, where access points on the floor above and below play a major factor in an overall wireless LAN configuration.
Note |
DCA supports only 20-MHz channels in 2.4-GHz band. |
Note |
In a Dynamic Frequency Selection (DFS) enabled AP environment, ensure that you enable the UNII2 channels option under the DCA channel to allow 100-MHz separation for the dual 5-GHz radios. |
The RRM startup mode is invoked in the following conditions:
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In a single-device environment, the RRM startup mode is invoked after the device is upgraded and rebooted.
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In a multiple-device environment, the RRM startup mode is invoked after an RF Group leader is elected.
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You can trigger the RRM startup mode from the CLI.
The RRM startup mode runs for 100 minutes (10 iterations at 10-minute intervals). The duration of the RRM startup mode is independent of the DCA interval, sensitivity, and network size. The startup mode consists of 10 DCA runs with high sensitivity (making channel changes easy and sensitive to the environment) to converge to a steady-state channel plan. After the startup mode is finished, DCA continues to run at the specified interval and sensitivity.
Note |
DCA algorithm interval is set to 1 hour, but DCA algorithm always runs in default interval of 10 min, channel allocation occurs at 10-min intervals for the first 10 cycles, and channel changes occur as per the DCA algorithm every 10 min. After that the DCA algorithm goes back to the configured time interval. This is common for both DCA interval and anchor time because it follows the steady state. Invoking channel update will not result in any immediate changes until the next DCA interval is triggered. |
Note |
If Dynamic Channel Assignment (DCA)/Transmit Power Control (TPC) is turned off on the RF group member, and auto is set on RF group leader, the channel or TX power on a member gets changed as per the algorithm that is run on the RF group leader. |
Dynamic Bandwidth Selection
While upgrading from 11n to 11ac, the Dynamic Bandwidth Selection (DBS) algorithm provides a smooth transition for various configurations.
The following pointers describe the functionalities of DBS:
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It applies an additional layer of bias on top of those applied to the core DCA, for channel assignment in order to maximize the network throughput by dynamically varying the channel width.
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It fine tunes the channel allocations by constantly monitoring the channel and Base Station Subsystem (BSS) statistics.
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It evaluates the transient parameters, such as 11n or 11ac client mix, load, and traffic flow types.
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It reacts to the fast-changing statistics by varying the BSS channel width or adapting to the unique and new channel orientations through 11ac for selection between 40 MHz and 80 MHz bandwidths.
Coverage Hole Detection and Correction
The RRM coverage hole detection algorithm can detect areas of radio coverage in a wireless LAN that are below the level needed for robust radio performance. This feature can alert you to the need for an additional (or relocated) lightweight access point.
If clients on a lightweight access point are detected at threshold levels (RSSI, failed client count, percentage of failed packets, and number of failed packets) lower than those specified in the RRM configuration, the access point sends a “coverage hole” alert to the device. The alert indicates the existence of an area where clients are continually experiencing poor signal coverage, without having a viable access point to which to roam. The device discriminates between coverage holes that can and cannot be corrected. For coverage holes that can be corrected, the device mitigates the coverage hole by increasing the transmit power level for that specific access point. The device does not mitigate coverage holes caused by clients that are unable to increase their transmit power or are statically set to a power level because increasing their downstream transmit power might increase interference in the network.
Cisco AI Enhanced RRM
The AI Enhanced RRM is the next evolution of Cisco's award winning Radio Resource Management (RRM).
The RRM runs as a service in a Cisco Catalyst 9800 Series Wireless Controller. The Cisco RRM manages the RF Group (the components making up the RF Network) based on dynamic measurements between every AP and its neighbors stored in a local database for the entire RF Group. At runtime, the RRM draws the last 10 minutes of the collected data, and gently optimizes based on the current network conditions.
The AI Enhanced RRM integrates the power of Artificial Intelligence and Machine Learning to the reliable and trusted Cisco RRM product family algorithms in the Cloud.
Note |
The AI enhanced RRM is coordinated through the Cisco Catalyst Center (on-prem appliance) as a service. The current RRM sites are seamlessly transitioned to an intelligent centralized service. AI enhanced RRM along with other Cisco Catalyst Center services brings a host of new features with it. |
Cisco AI Enhanced RRM operates as a distributed RRM service. RF telemetry is collected from the Cisco Access Points by the controller, and passed through the Catalyst Center to the Cisco AI Analytics Cloud where the data is stored. The RRM Algorithms run against this telemetry data stored in the cloud. AI analyzes the solutions, and passes any configuration change information back to the Catalyst Center. The Catalyst Center maintains the control connection with the enrolled controller and passes any individual AP configuration changes back to the APs.
The following RRM algorithms run in the cloud while the remaining work in the controller:
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DCA
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TPC
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DBS
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FRA
Note |
The RRM algorithms run in the cloud against the telemetry data available in the cloud. |
If the location of controller, and APs are provisioned previously, assigning a location enrolls the AI Enhanced RRM Services and the profile to be pushed to the controller. Thus, AI Enhanced RRM becomes the RF Group Leader for the subscribed controller.
For more information on the Cisco Catalyst Center, see Cisco Catalyst Center User Guide.
Note |
The following table covers the controller and Cisco Catalyst Center release versions that support Cisco AI Enhanced RRM support:
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