This application claims priority from EP Patent Application No: 22198878.5, filed Sep. 29, 2022, which is expressly incorporated by reference herein in its entirety.
The present invention relates to a system and method for transmitting data within a telecommunications system with improved efficiency.
Separate services within mobile networks can be provided as separate data streams. Furthermore, each individual service may each comprise separate data streams. These separate data streams often have different quality of service requirements as they have different attributes when received by user equipment (UE) or terminal. Different types of data packets within each data stream can have different requirements. These service requirements may be based on particular desired user experiences for each service, portion of a service or other technical requirements. For example, live video chat services may require low latency but may accept high error rates. In contrast, video content delivery services, such as those providing movies and TV programmes, can be buffered but require higher bandwidth and lower error rates to reach particular user experience requirements or other technical requirements. Data services such as those providing extended reality (XR) functionality to video goggles or glasses can include separate data streams with different traffic patterns and their own separate requirements. These may include video presented to a user in front of their field of view or omnidirectional background images. Furthermore, some frames of the video stream may be coded in a different way to others (e.g., I vs P frames).
As shown in
The base station 20 sets up different DRBs 40 to pass the data to the UE 10. Again, a separate DRB 40 may be initiated for each data service, data type or data streams having the same or similar quality requirements. These data streams may be sent through the same DRB 40.
Under 5G NB, up to 32 DRBs are available for each UE 10 at any one time. Therefore, this is a limited resource. Furthermore, setting up new DRBs 40 at each base station 20 and UE 10 incurs additional overheads. Whilst it is possible to multiplex different streams through a single DRB 40 if necessary, the DRB 40 must be set up with the highest set of parameter requirements out of all of the different data services that are to use that particular DRB 40. As the DRB 40 must be initiated with the highest data stream requirements, other data streams within the same DRB 40 (that may have lower quality requirements) are still provided with this highest level. This unnecessarily allocates resources when they are not required for particular data flows. This can be particularly apparent when data services provide multiple different data streams for virtual reality or augmented reality (e.g., extended reality—XR). Within such extended reality services, there may be multiple data streams including video streams, cloud gaming, background architecture and other data streams necessary to set up the full service. This can require a high number of separate DRBs 40 to be set up (each with different data quality parameters) or separate data streams may be multiplexed within the same DRB 40 at the same (highest) data quality transmission rates and parameters.
Whilst these particular system requirements are applied to the Uplink (UL) side (e.g., between the gNB and UE), similar issues are encountered on the Downlink (DL) side.
Whilst some data services may provide the core network with characteristics of the data stream that they require and this information may be used to allocate radio resources within the base station 20, this is not always the case, especially with encrypted traffic where little or no information may be determined from it. Furthermore, there may be little or no cooperation between the data services and the network operator. Therefore, it may take some time for a particular base station 20 to determine the radio resources that are required to satisfy the requirements of a particular UE engaged in one or more data services. Therefore, a base station 20 will generally treat all unknown data streams in the same way. This may involve allocating more radio resources to individual data streams than is necessary or may require the base station 20 to refuse admission of a new UE following a handover request because the required and precautionary high level of radio resources are not available. This may be unnecessary if the data services required by a UE uses fewer radio resources. Nevertheless, the base station 20 may maintain an overly precautionary approach. Additionally, the base station 20 may admit too many UEs that it can't adequately serve if they all require a high level of radio resources, and these radio resources are no available to the base station 20. In any case, this can lead to inadequate or inefficient allocation of radio resources by base stations.
Therefore, there is required a system and method to overcome these problems.
A particular base station serves data services to one or more user equipment (UE). This takes the form of a data stream having particular characteristics. In order to provide the UE with a data service at a sufficient quality in terms of bandwidth, latency and other quality of service (QoS) requirements, then certain radio resources need to be allocated to the UE. This may be in the form of setting up or changing parameters of a data radio bearer (DRB), for example or may take other forms. Some data services may advertise or request certain minimum QoS requirements, and this information may be passed on to the base station (e.g., through a core network) so that the correct radio resources may be allocated. However, this information may not always be sufficient or available. The base station may initially allocate a high or highest level of radio resources to the UE data stream and over time, determine that this level may be reduced. For example, the periodicity of any multiplexing process may be altered over time to match the characteristics of the particular data stream provided to a particular UE or group of UEs or requests for data. This may take several seconds or longer to achieve.
In order to avoid, this, the gathered characteristics information is passed on to one or more other base stations (e.g., gNBs) providing them with information about potential data requirements that may be imposed on them. For example, this information may be received from a neighbouring base station. Should the UE handover to the base station that received the characteristics (or if a new UE requires a data service that has already be provided and analysed to a different UE) then the base station may immediately allocate the necessary radio resources and/or set up the DRB with a more appropriate set of QoS parameters to more accurately match the requirements of the data stream without having to determine this over a period of time. Therefore, the radio resources can be optimised more quickly. Furthermore, this information may be used by the base station receiving the characteristic information to make a decision on whether or not to admit the UE, especially if it is at or close to a limit on available radio resources.
In accordance with a first aspect, there is provided a method for managing one or more base stations, the method comprising the steps of:
Preferably, the method may further comprise the step of:
Optionally, the step of allocating resources may further comprise the step of setting up, configuring and/or reconfiguring one or more data radio bearer, DRB, between the UE and the second base station. For example, this may determine DRB parameters to use and so avoid the need to over-specify a DRB (at high QoS parameters) for a data stream of unknown requirements. This process may also be used to configure or reconfigure a plurality of DRBs (for the same or for different UEs).
Optionally, the method may further comprise the step of the first base station determining a category for each of the one or more data streams, and wherein the data describing the determined characteristics includes the category of each of the one or more data streams.
Optionally, the method may further comprise the step of determining that the data stream provided to the UE is in the same category as included in the received data before the step of allocating the radio resources of the second base station. Therefore, the second (or other) base stations may be requested to provide a new UE (e.g., following a handover) with data services. The second base station can determine a category of this new UE (e.g., for a list or known categories that it has already received data characteristics or descriptions of), review its received characteristics (or apply predetermined radio resource allocations) corresponding this this category and allocate radio or other resources to the data stream provided to the new UE. This can avoid needing to over-allocated resources and then reduce this allocation over time or refuse additional UE connections when this is not required given the total available resources.
Optionally, the category may comprise any one or more of: UE identifier or group of UE identifiers and data service type of the data stream. Other categories may be used.
Optionally, the method may further comprise the step of the second base station determining that sufficient radio resources are available to provide the data stream to the UE according to the received characteristics before admitting the UE access to the second base station. This may follow a handover request or at any time that a UE is requesting connection to the second base station.
In the event that the second base station receives data describing the characteristics of the data stream for a particular UE or group of UEs from the first base station, the second base station may carry out calculations or other analysis to determine if it can provide the necessary quality of service for existing and new UEs (and described data stream characteristics) before accepting the new UE or UEs. This may include determining a current radio resource utilisation based on the total radio resources that can be provided by the second base station. If following such a determination, not enough spare radio resources are determined to be available then the second base station can refuse to admit some or all of the new UE or UEs (e.g., following a handover request). More than one neighbouring base stations may act as the second base station simultaneously with each one determining if admitting the new UE or UEs will enable all quality of service requirements to be met for the described new data streams. Therefore, this improves a probability that a neighbouring base station can (correctly) accept handover of one or more UEs based on the radio resource requirements. The second base station (that determines that it does not have sufficient resources) does not allocate the radio resources under these circumstances. For example, a closest neighbouring base station (with a highest signal) may usually be the choice for a candidate target (second) base station. However, it may not have the required spare resources for the particular UE data stream. In this case a base station that is further away from the first base station (e.g., providing a lower signal to the UE) but has greater spare capacity (especially for VR or XR data streams) is selected or accepts the requesting UE or UEs.
Optionally, the method may further comprise the steps of the second base station:
Optionally, the method may further comprise the steps of:
Optionally, the first base station and the second base station are within adjacent cell sites. However, they may be distant base stations, or the information may be sent to all base stations within a particular area or within the entire telecommunications network. This information may be stored (e.g., within each base station or remote from the base stations) and updated over time, for example. Required radio resources may be mapped against received characteristics in advance or as required.
Optionally, the characteristics of the one or more data streams may comprise any one or more of: quality of service, QoS; latency; bandwidth; periodicity; error rate; priority; cyclic data patterns; round trip delay; jitter; data volume; and data rate variation. Other characteristics may be included. For example, a data stream may include periodic bursts of data with quiet periods in between. There may be several such periodic transmissions of data each with their own periodicities and data volumes, for example. Therefore, radio resource requirements may be predicted and provided dynamically according to predicted requirements.
Optionally, the one or more data streams between the base station and one or more UE may be uplink and/or downlink data streams. Therefore, radio requirements in both directions may be predicted and allocated.
Optionally, the step of the first base station determining characteristics of one or more data streams between the first base station and one or more UE may further comprise an application server providing the characteristics of the data stream, wherein the application server generates the one or more data streams. The application server may provide data services to a UE and so be aware of the characteristics of such a data stream. The application server may also receive data from the UE (e.g., in order to provide extended or virtual reality processing). Therefore, the application server can determine the characteristics based on data received from the UE (e.g., image or video data have a particular resolution or frame rate). The application server can provide this information or information used to determine the characteristics to the first base station either directly or through an intermediary. Information (or partial information) from the application server may also supplement characteristics determined by the first base station, for example.
Preferably, the application server may provide the characteristics to a core network and the core network provides the characteristics to the first base station. This information or data may be provided through a user plane function (UPF) or otherwise.
Optionally, the one or more data streams may be any one or more of: augmented reality; virtual reality; extended reality data streams; and cloud gaming. Other types of data stream may be used, including streaming, video and audio data, for example.
According to a second aspect, there is provided a telecommunications system comprising:
Preferably, the means (e.g., computing means) of the second base station(s) are further adapted to execute the step of:
Optionally, the telecommunications system may further comprise an application server configured to provide the one or more data streams. The application server may provide directly or indirectly information used by the first base station to determine the characteristics, for example.
Optionally, the telecommunications system may further comprise a third base station comprising means adapted to execute the steps of:
According to a third aspect, there is provided a computer program product comprising instructions which, when the program is executed by a computer, causes the computer to carry out the method, as described above.
According to a further aspect, there is provided a method for managing one or more base stations, the method comprising the steps of:
The methods described above may be implemented as a computer program comprising program instructions to operate a computer. The computer program may be stored on a computer-readable medium.
The computer system and telecommunications system may include a processor or processors (e.g. local, virtual or cloud-based) such as a Central Processing Unit (CPU), and/or a single or a collection of Graphics Processing Units (GPUs). The processor may execute logic in the form of a software program. The computer system may include a memory including volatile and non-volatile storage medium. A computer-readable medium may be included to store the logic or program instructions. The different parts of the system may be connected using a network (e.g. wireless networks and wired networks). The computer system may include one or more interfaces. The computer system may contain a suitable operating system such as UNIX, Windows® or Linux, for example. Particular instructions or method steps may be carried out by different components, or the steps may be shared across separate components. Any of the aspects may be combined or different parts of the different described methods may be used with any other described method or parts of the described methods. Furthermore, a telecommunications system may use any one or more (or all) of the described methods. When used together, the separate methods combine to provide additional efficiency gains. For example, either or both of the uplink and the downlink may be enhanced using the described methods.
It should be noted that any feature described above may be used with any particular aspect or embodiment of the invention.
The present invention may be put into practice in a number of ways and embodiments will now be described by way of example only and with reference to the accompanying drawings, in which:
It should be noted that the figures are illustrated for simplicity and are not necessarily drawn to scale. Like features are provided with the same reference numerals.
Mobile network types (e.g., LTE) map different services (e.g., video, voice, web, etc) to particular quality characteristics, which must be satisfied in order to provide a necessary user experience. These services are provided to customers via user equipment (UE) such as smartphones, tablets, IoT devices or other connected devices. Once data packets are sent from the User Plane Function or Entity (UPF) 30 to a base station (or gNB), they are treated according to pre-defined Quality of Service (QoS) flows that are mapped to a data radio bearer (DRB) 40. The configuration (features and settings) of the DRBs 40 are selected to fulfil these QoS parameters.
Some data services can be technically realised such that all data packets providing that service are the same or similar in terms of size, periodicity, and other requirements. However, there are some services that have data packets of different size, periodicity, and importance to the customer or end user. One or more data flows may be transmitted as parts of different data services. Furthermore, different data streams within a single data service, can include data packets that are more important than others and so have different technical and quality of transmission requirements.
For example, streaming video into glasses or 3-D goggles may include images of primary importance (visual information provided at the user's central field of view and other images may provide background or peripheral information. These data may be transmitted as separate streams having different compression and other quality parameters. These may comprise I and P frames, for example, providing information for the central and less important peripheral information, respectively.
When a service is setup or initiated, corresponding configurations may be provided to subsequent nodes in the network so that the traffic may be handled according to these configurations and requirements.
In general, different QoS flows may be mapped to separate DRBs 40 to enable the gNB 20 to satisfy the QoS requirements of the air interface. The gNB 20 may enable radio related features and schedule the packets differently for each DRB 40.
Example characteristics of different QoSs (5GQIs) in 5G are standardized in 23.501 table 5.7.4-1. This is shown in table 1 below.
Important quality attributes may include: resource type: guaranteed bit rate or non-guaranteed bit rate, priority, packet delay budget, packet error rates, and protocol data unit (PDU) set information for example. PDU Set: A PDU Set is composed of one or more PDUs carrying the payload of one unit of information generated at the application level (e.g., a frame or video slice for XRM Services, as used in TR 26.926 [27]). Other quality attributes may be used. Once the DRB 40 and/or QoS flow or flows 50 are established then these parameters remain known to the gNB 20 without the need for additional data to be sent. Some parameters may be sent to the gNB 20 explicitly. These may include: maximum bit rate, guaranteed bit rate, and allocation retention priority, for example.
In 5G (New Radio—NR) technology, traffic from QoS flows 50 with very similar of the same QoS characteristics may be associated to the same DRB 40 as long the QoS of these QoS flows 50 is satisfied. However, this can lead to higher than necessary resources being provided to data packets from different QoS flows and this can cause inefficiencies in the use of radio and other resources.
The treatment of data packets inside one DRB 40 remains the same for all data packets in that DRB 40. Whilst this can be acceptable where few different services are being provided to a UE 10, this can increase inefficiencies when additional data services are added or used at the same time.
In the example of
An application 130 on the UE 10 receives and processes the data packets so that the service can be rendered on the UE 10 or provide an additional service.
Whilst
In order to avoid such a situation where different priority data streams have to be sent with the same transmission quality parameters, then multiple QoS streams and DRBs 40 may be set up. This is illustrated schematically in
Whilst the number of DRBs that any one UE 10 can support in New Radio (5G) has increased from eight DRBs to 32 DRBs, this still represents a limited resource.
There are several separate but complementary ways in which this situation can be improved. Each individual method that will be described can be used on its own and improve overall efficiency and effectiveness of the telecommunications system or they may be combined in any combination for even greater effect and improvement.
Whilst methods 600 and 700 described with reference to
At step 810, each data packet is assigned with a set of transmission quality parameters. The base station 20 or the UPF (a server) 30 or another part of the core network may carry out this assignment or this may be determined in another way. The assignment of transmission quality parameters may be explicit. For example, this may be achieved by providing a set of transmission quality parameters with each data packet, e.g., as part of a header, or defining a predetermined set of parameters out of a plurality of sets of parameters. Alternatively, the data packets may be assigned with or as a data packet type, where each type has an associated set of transmission quality parameters. The information may be examined before a new QoS flow is established and set it up with more appropriate transmission quality parameters. Therefore, the QoS flow can be established and its resources allocated more appropriately according to uplink requirements from the UE 10 (e.g., for live video streaming).
The information defining the transmission quality parameters are included within the data packets. This information may also be implicit and indicated by the nature or properties of the data packets (e.g., size, content, etc.) In an example implementation, the information is included within a part of a GTP-U header of the data packet. At step 830 the data packets are transmitted between the server (e.g., UPF 30 that receives the data from server 110) and the base station 20.
The following describes the implementation of these methods and systems in more detail.
In current telecommunication systems, UEs 10 are not necessarily listening to data channels all of the time but only during certain periods. This is illustrated schematically in
Depending on the particular traffic characteristics, the DRX-RetransmissionTimerUL might be configured with different values or time periods and this needs to be provided to the UE 10. There may be multiple DRX-RetransmissionTimerUL values that are provided to the UE 10. In some examples, DRX-RetransmissionTimerUL low and DRX-RetransmissionTimerUL high may need to be defined to differentiate between low and high priority packets, which also require acknowledgment. For example, DRX configuration inside a RRCReconfiguration message may be used or any other RRC message where DRX-Configuration is present. An example current DRX-Configuration is shown in
Providing information to the gNB 20 regarding a transmission quality parameter such as the priority of a data packet (e.g., high or low priority), is important as this enables the dNB 20 to be able to differentiate between DRX-RetransmissionTimerUL Low and DRX-RetransmissionTimerUL high data packets. Furthermore, this allows the gNB 20 to know how long the UE 20 will be waiting to receive an “ack” message. It is one enhancement to the current system that the UE 10 provides this information to the gNB 20.
In one example implementation of this enhancement, the MAC-PDU header, which normally consists of several sub-headers, may be used. As it can be seen from the table 2, which shows the structure and values of LCID for UL-SCH, there is a reserved bit in the MAC header. According to this enhancement, this reserved bit may be used to indicate the importance of the data packet or other transmission quality parameter or set of parameters. Therefore, the UE 10 is able to differentiate streams with different characteristics and able to send packets to the gNB 20 identifying different streams using the MAC header.
If finer grained information about the importance of data packets is required, i.e. a need to provide more information than low and high importance data packets, then this also requires more than two different DRX retransmissionTimerUL timers. This requires more than one bit to indicate the priority of the packet or other transmission quality parameter. Therefore, in another example implementation of this enhancement, other reserved bits may be used, for example, the reserved bits from LCID (or eLCID), as illustrated schematically in
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The DRX-RetransmissionTimerUL is not the only parameter which that has been enhanced. A different number of retransmissions can be indicated and used for different priority data packets. This number of retransmissions may also depend on the required reliability for a given data stream inside one DRB 40. Therefore, data packets that are more important may use a higher number of repetitions (i.e., anther transmission quality parameter) compared with other, lower priority data packets or streams. These show example transmission quality parameters and how they may be communicated to different components within the system.
These are examples of a method for use within a wireless digital telecommunication system including a base station and a terminal or UE 10, wherein the base station 20 provides the UE 10 with a set of parameters to be used within the same data radio bearer depending on the priority of the packets and wherein the priority of the packets is indicated to the gNB 20.
Physical Uplink Shared Channel (PUSCH) Resources are transmitted with particular periodicities in telecommunications systems (e.g., 5G). The following enhancement describes how these periodicities can be varied within different components and how this information can be received when the periodicities are varied. This involves the use of a table or bitmap of the periodicity, which is communicated between components or nodes in the system.
The bitmap of periodicities is provided to the UE 10 for combined use of Uplink resources. This enables a further enhancement by enabling the scheduling of the UE 10 to be carried out in a more optimised way. This improves efficiencies as different data packets can be treated differently rather than transmitting them according to the highest requirements through a DRB 40. This can be especially useful if the data packets have different round trip timing (RTT) requirements, for example.
A table or bitmap with this periodicity mapping is provided to the UE or UEs 10. In the example illustrated in tables 3 to 5, there are two different data services with different periodicity requirements. As described previously, the two separate data services can set up two separate DRBs (DRB1 and DRB2 set up according to the separate requirements of table 3) having different transmission quality parameters (in this example, 100 ms and 150 ms periodicities), in a similar way to that shown in
Alternatively, the data packets from the two different data services may be multiplexed (e.g., using time division multiplexing) within the same DRB 40, as in a similar way to that shown in
However, when a mapping of the periodicities of the different data packet types can be sent to the UE 10 then variable periodicities can be used, specific to each data packet or data packet type.
X and Y are data packets belonging to stream 1 and stream 2, respectively. The gNB 20 provides a “configured grant” configuration with a periodicity that the data may be sent in Uplink (UL) and also a configuration describing the periodicities of each data stream. The UE 10 may then transmit data belonging to Stream 1 or Stream 2 or alternatively, as a bit of one stream and a bit of the other stream. More than two streams may be used in a similar way. Whatever transmission scheme is used, the information used define such a scheme is encoded within a bitmap or schema (e.g., a table such as table 5). Such a table or bitmap may be devised based on properties of the data, available buffers and/or particular QoS requirements. In another example implementation, the separate data streams may relate to the I and P frames of a video stream. I-frames need to be transmitted less frequently that P-frames but require more system resources as they are less compressed. In this example, there is one data service being provided (e.g., live stream video) but two (or more types) of data packets are used and transmitted at different periodicities through the same DRB 40.
Information is provided to the UE 10 so that it can determine which data belongs to which stream. The way in which this information is provided may depend on the data within the stream. However, this information may be provided by using upper layer protocols such as GTP-U, TCP, UDP or others.
The above-described implementations describe enhancements to the UL and downlink (DL), including providing the UE 10 with a visibility of data traffic patterns. Similar and additional improvements are available for the Downlink (DL), requiring the base station (e.g., gNB) 20 to have visibility of the incoming packets. Some of the examples of traffic pattern characteristics include but are not limited to: the periodicity of the data, the amount of data in a particular time interval, packet value, and acceptable jitter.
This may be achieved using new QoS/5QI values and GTP-U packet marking, for example. The Access and Mobility Management Function (AMF) may include new characteristics for use when a new QoS Flow is established. These new characteristics may include but are not limited to: the periodicity of the data stream, the size of the data packet, relative importance of the data traffic, etc. This is illustrated schematically as the packet flow shown in
The base station (e.g., gNB) 20 receives such parameters and sets up DRB(s) 40 accordingly. User Plane data packets may be recognised at the gNB level in DL based on any information inside the headers of transport protocols (e.g., GTP-U, UDP, TCP, RTP, etc.).
The other base stations 920 receive this information (e.g., directly from base station 20 or indirectly through intermediate servers or the core network) at step 1030. The other base stations 920 use this received information to allocate their own radio resources (step 1040). Again, they may store the received information and update this over time. Other information may also be used to determine this allocation. For example, the current capacity or resources available to the base station 920 may also be taken into account when allocating the radio resources.
At this point, the method 900 ensures that the correct, appropriate, or more optimised radio resources are allocated. This in itself provides advantages, as the base station 20 can more efficiently allocate available the radio resources for later or current use and can use these allocation details accordingly. Preferably, the allocated radio resources may then be used to provide a new data stream (or to reallocate radio resources to an existing data stream) to a UE 10 at step 1050. This may be the same UE 10 that has moved to the cell site of base station 920 or may be a different UE 20 in the same or a similar category to the UE 10 where the characteristics were determined against UE 10.
As described above, XR (and other) applications and application servers can provide some or all information about the characteristics of traffic to the mobile network (core network) of the operator and the operator can configure its network or radio resources accordingly. Therefore, different data streams and traffic may be optimised within the network according to the requirements of these characteristics.
Cooperation between the application providers (applications servers) and mobile operators may or may not be fully established. Therefore, such information may be provided to the network operator, may only be provided in an incomplete form, partially or may not be provided at all.
If this information is not provided or not sufficiently provided, then the operator may instead establish a legacy bearer with a legacy set of requirements. This typically treats all the packets within the XR (or other) application with the same requirements (e.g., in accordance with standard TS 23.501).
However, this may not provide enough granularity or be accurate or current enough to enable the telecommunications network to differentiate between the requirements of different data streams such as video, audio, and pose information belonging to the same application, for example, and so it will not be able to treat different data streams having different technical requirements in a different way. Therefore, the network will only be able satisfy the requirements of an established QoS flow and will typically have to allocate a higher or highest level of resources to comfortably meet any possible set of requirements. This may allocate greater radio and other resources than is necessary, leading to inefficiencies.
Different streams, especially within XR (or other data service) implementations, may have different requirements and characteristics.
For example, the characteristics of these different data streams (e.g., provided by different application servers and services) may include any one or more of:
For example, the following steps may be carried out:
Data flows may be packet data units having common characteristics in download (DL) or upload (UL) in terms of the characteristics described above. The characteristics may take the form of ranges. For example, all packets with a periodicity of less than 4 ms and with the size of the data packet under 100 bytes in UL. Other ranges, characteristics and groups of characteristics may be used.
User groups may be identified. For example, a user group identification may be based on SPID and/or Slices ID allocated to the user or UE and/or be based on the IMEISV of the devices in use. This may also consider the required QoS or PDN that is in use, for example. User group identifications may be transmitted with the data stream characteristics to new base stations. The data stream characteristics may also take the form of required radio resources or parameters used to configure the base station or components within the base station. The information describing the characteristics may take the form of identifiers or codes that can be looked up by the receiving base station, for example.
In order to allocated radio resources, particular parameters may be adapted. Adaptations of the parameters may not be limited and may change over time. These parameters may be in the areas of C-DRX (e.g., PDCCH monitoring aspects), configured or dynamic grant operation, SPS, Packet dropping or other areas. Machine learning and artificial intelligence processes may be used to determine characteristics of the data streams in the first base station 20 and may also be used to allocate or set the radio or system resources in the additional base stations 920 that receive the characteristics, preferably before new UEs 10 connect.
As will be appreciated by the skilled person, details of the above embodiment may be varied without departing from the scope of the present invention, as defined by the appended claims.
For example, the example systems are shown as having a single UE but many UEs may be included and serviced by the described systems and methods. Furthermore, a plurality of base stations (e.g., gNBs) may be added to the system and include the described enhanced functionality. Various components within the systems may implement the described methods, including the UEs, the base stations, the servers and/or dedicated servers (e.g., virtual, dynamic, or static servers). Other multiplexing types may be used and this is not limited to time division multiplexing. Whilst handover requests are described with reference to
Many combinations, modifications, or alterations to the features of the above embodiments will be readily apparent to the skilled person and are intended to form part of the invention. Any of the features described specifically relating to one embodiment or example may be used in any other embodiment by making the appropriate changes.
Number | Date | Country | Kind |
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22198878.5 | Sep 2022 | EP | regional |