WO2007121674A1 - A scheduling method and apparatus in communication systems - Google Patents

A scheduling method and apparatus in communication systems Download PDF

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Publication number
WO2007121674A1
WO2007121674A1 PCT/CN2007/001326 CN2007001326W WO2007121674A1 WO 2007121674 A1 WO2007121674 A1 WO 2007121674A1 CN 2007001326 W CN2007001326 W CN 2007001326W WO 2007121674 A1 WO2007121674 A1 WO 2007121674A1
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WIPO (PCT)
Prior art keywords
scheduling
user terminal
period
algorithm
priority queue
Prior art date
Application number
PCT/CN2007/001326
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French (fr)
Chinese (zh)
Inventor
Xiaoxia Wang
Fangfu Guo
Original Assignee
Huawei Technologies Co., Ltd.
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from CNB2006100744873A external-priority patent/CN100536603C/en
Priority claimed from CNB2006100846684A external-priority patent/CN100502361C/en
Application filed by Huawei Technologies Co., Ltd. filed Critical Huawei Technologies Co., Ltd.
Publication of WO2007121674A1 publication Critical patent/WO2007121674A1/en

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Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L47/00Traffic control in data switching networks
    • H04L47/50Queue scheduling
    • H04L47/62Queue scheduling characterised by scheduling criteria
    • H04L47/625Queue scheduling characterised by scheduling criteria for service slots or service orders
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L47/00Traffic control in data switching networks
    • H04L47/50Queue scheduling
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L47/00Traffic control in data switching networks
    • H04L47/50Queue scheduling
    • H04L47/52Queue scheduling by attributing bandwidth to queues
    • H04L47/522Dynamic queue service slot or variable bandwidth allocation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L47/00Traffic control in data switching networks
    • H04L47/50Queue scheduling
    • H04L47/62Queue scheduling characterised by scheduling criteria
    • H04L47/6215Individual queue per QOS, rate or priority
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/60Scheduling or organising the servicing of application requests, e.g. requests for application data transmissions using the analysis and optimisation of the required network resources
    • H04L67/61Scheduling or organising the servicing of application requests, e.g. requests for application data transmissions using the analysis and optimisation of the required network resources taking into account QoS or priority requirements

Definitions

  • the present invention relates to the field of communications technologies, and in particular, to a scheduling method and apparatus for a communication system. Background technique
  • WCDMA Wideband Code Divisio Multiple Access
  • HSDPA High Speed Downlink Packet Access
  • the technology mainly adopts Adaptive Modulation and Coding (AMC), Hybrid Automatic Repeat Request (HQQ) and fast scheduling to further improve the downlink packet data rate. In this way, the capacity and frequency efficiency of the system are greatly improved, and the quality of the user terminal service is also improved.
  • AMC Adaptive Modulation and Coding
  • HQQ Hybrid Automatic Repeat Request
  • HS-DSCH High Speed Downlink Shared Channel
  • GBR bit rate
  • the scheduling algorithm can determine the service priority for each user terminal, and therefore, for the user terminal It is very important to be able to get the GBR rate.
  • the basic idea of the R algorithm is to ensure that the user terminals in the cell circulate and occupy the radio resources of the same time in a certain order to perform communication.
  • Each user terminal corresponds to a queue for storing data to be transmitted.
  • the non-empty queue receives services in a round-robin manner to transmit data.
  • the scheduling algorithm schedules all user terminals that are simultaneously carried on the HS-DSCH channel in turn.
  • a timer is started, indicating the length of waiting time, and each time interval of each user terminal is queued according to the length of each user terminal waiting time. Priority scheduling of user terminals with long waiting times.
  • the algorithm has fairness in scheduling opportunities, since the specific conditions of the wireless channels of different user terminal devices are not considered, the scheduling time for each user terminal device is relatively fixed, and the differentiated service cannot be provided; It is also impossible to make full use of the time period in which the channel quality of the user terminal equipment is high, and more data is transmitted during the time period, so that system resource utilization efficiency and system throughput are low; thus, the algorithm does not consider the user terminal.
  • the demand for GBR is guaranteed, so that user terminal satisfaction is very low.
  • Max C/I Maximum Carrier to Interference Algorithm
  • CQI channel quality indicator
  • the CQIs reported by the user terminals that can transmit data are queued from large to small; then, the data of the user terminal devices are sequentially transmitted in descending order of CQI.
  • the algorithm can obtain the maximum system throughput, the service obtained by the user terminal is very unfair.
  • the user terminal equipment close to the base station will always receive the service because of its good channel condition, and the user terminal equipment at the cell edge is due to its letter.
  • the quality indicator is low, so there is no service opportunity, and the user terminal with low channel quality may even be "starved"; thus, the algorithm does not consider the user end.
  • the GBR requirement is such that the user terminal with high channel quality obtains a rate much larger than the GBR, and the user terminal with low channel shield cannot obtain the GBR rate service, and the user terminal satisfaction rate is low.
  • the PF algorithm assigns a corresponding priority to each user terminal device, and the user terminal device with the highest priority first accepts the service.
  • the user terminal that can send data calculates the priority according to the following formula (1), and then schedules the user terminal in order from highest to lowest according to the priority:
  • ?, _ max (0 is the maximum transmission rate supported by the location of the user terminal at time t, r,. (0 represents the actual transmission rate obtained by the user terminal in the previous period.
  • the algorithm makes the ratio of the rate that the user terminal in the same cell can obtain to the location that can be provided is basically unchanged, that is, the probability that the user terminal device obtains the service at any time is almost the same, but the user terminal GBR requirement is not considered. It may cause a large number of scheduling opportunities to be allocated to low-channel quality user terminals due to the existence of a large number of low channel quality user terminals, so that high channel quality user terminals do not have sufficient scheduling opportunities, thereby making the system The number of satisfied user terminals is low.
  • Embodiments of the present invention provide a scheduling method and apparatus for a communication system, so as to increase the number of user terminals that receive satisfactory services in the system, and improve user satisfaction.
  • an embodiment of the present invention provides a scheduling method for a communication system, where the method includes the steps of: determining, in a preset scheduling period, whether the user terminal is satisfied with a service;
  • the embodiment of the present invention further provides a scheduling apparatus of a communication system, where the apparatus includes: a determining unit, configured to determine, in a preset scheduling period, whether the user terminal is satisfied with a service; The judgment result of the judgment unit is that the user terminal is placed in a different priority queue. If the determination result is yes, the user terminal is placed in a low priority queue. If the determination result is no, the user terminal is placed. Enter the high priority queue;
  • a scheduling unit configured to schedule user terminal data in the priority queue.
  • the method and apparatus for scheduling a communication system can enable as many users as possible to obtain satisfactory services in a scheduling period, thereby increasing the number of user terminals that are satisfactory in the system, and improving user satisfaction. degree.
  • FIG. 1 is a flowchart of a communication system scheduling method according to an embodiment of the present invention
  • FIG. 2 is a flowchart of a first embodiment of a communication system scheduling method according to the present invention
  • FIG. 3 is a flowchart of a second embodiment of a communication system scheduling method according to the present invention.
  • FIG. 4 is a flowchart of a third embodiment of a communication system scheduling method according to the present invention.
  • FIG. 5 is a schematic structural diagram of a scheduling apparatus of a communication system according to an embodiment of the present invention.
  • Figure 6 is an embodiment of the apparatus of Figure 5.
  • Embodiments of the present invention provide a wideband code division multiple access (WCDMA) communication system capable of supporting a third generation (3G) wireless mobile communication technology, in particular, an HSDPA system of a WCDMA communication system, and the scheduling of the communication system of the present invention.
  • WCDMA wideband code division multiple access
  • 3G third generation
  • HSDPA High Speed Downlink Packet Access
  • TD-SCDMA time division duplex-synchronous code division multiple access.
  • FIG. 1 is a flowchart of a scheduling method of a communication system according to an embodiment of the present invention, the method includes:
  • Step 11 In the preset scheduling period, determine whether the user terminal is satisfied with the service; Step 12: If yes, put the user terminal into a low priority queue; Step 13: If no, put the user terminal into a high priority queue;
  • Step 14 Scheduling user terminal data in the priority queue.
  • Embodiment 1 is a diagrammatic representation of Embodiment 1:
  • the demand for the transmission rate is relatively stable. If the rate fluctuation is too large, the data transmission may be temporarily interrupted, thereby affecting the quality of service. Therefore, when the service is carried on the HS-DSCH channel.
  • a scheduling algorithm based on the scheduling period is adopted, so that as many user terminals as possible obtain a rate greater than or equal to GBR in each scheduling period, and the scheduling period should meet the rate allowed at the service. Within the range of fluctuations.
  • each scheduling period includes multiple transmission time intervals TTI, and one or several TTIs are used as one adjustment period.
  • the length of the scheduling period may be tolerated according to services. Rate fluctuation to determine, for example, a scheduling period may contain 150 1000 ⁇ ; Then, whether the amount of data that the user terminal has been scheduled is greater than or equal to "GBRx scheduling period" is used as a basis for determining whether the user terminal is satisfied with the quality of service. Put the user terminal into two queues with different priority levels.
  • the transmission rate ratio algorithm obtained by the user terminal refers to the ratio of the actual transmission rate obtained by the user to the guaranteed bit rate.
  • FIG. 2 it is an implementation process diagram of a first embodiment of a method for scheduling a communication system according to the present invention.
  • a TTI is used as an adjustment period as an example.
  • the process of this method includes:
  • Step 21 Determine whether the current TTI is the first TTI of the current scheduling period. If yes, set the amount of data that each user terminal has scheduled in the current scheduling period to 0 (ie, step 22). Otherwise, keep the original Value, go directly to step 23;
  • Step 23 Put all user terminals into two queues according to whether the amount of data that the user terminal has been scheduled is greater than or equal to the product of the GBR and the scheduling period, and the user terminal is placed in two queues: a high priority queue and a low priority queue. ;
  • step 23 The amount of data that the user terminal is scheduled is also the amount of data that the user terminal has sent.
  • the specific implementation process of step 23 is as follows:
  • the amount of data that the user terminal has sent is greater than or equal to the "GBRx scheduling period, and the user terminal is placed in the low priority queue; the user terminal that has sent the data amount less than the "GBRx scheduling period" is placed in the high priority. Level queue.
  • Step Spiral 24 In each priority queue, according to algorithms such as MAX C/I, Round Robin or Proportional Fair, it is also possible to use a waiting time length algorithm, a transmission rate ratio algorithm obtained by a user terminal, or other sorting algorithm, for each The user terminal performs priority queuing in the order of high to low.
  • Step 25 In the next adjustment period, the results of the priority queuing according to the previous adjustment period are sequentially scheduled from the highest to the lowest order in the high priority queue.
  • User terminal data until the HSDPA resource is exhausted; if the user terminal data in the high priority queue has been scheduled, and the HSDPA resource remains, the user terminal data in the low priority queue is sequentially scheduled;
  • Step 26 Update the amount of data that the user terminal has scheduled in the current scheduling period;
  • Step 27 Return to the above steps, that is, repeat steps 21 to 26.
  • the user terminal data is scheduled according to the result of the priority scheduling of the previous scheduling period, and then the user terminal is determined to be satisfied with the service. According to this, different priority queues are put into the queue, and the queued result is used for the next adjustment period.
  • the scheduling time is divided into scheduling periods, and multiple transmission time intervals TTI are included in each scheduling period, and according to whether the data amount that the user terminal has been scheduled is greater than the “GBRx scheduling period, as a measurement user terminal. Whether to obtain a satisfactory basis for the quality of service, and based on the judgment
  • the user terminal After the satisfactory service, put it in the low priority queue. When the user terminal does not get satisfactory service, put it in the high priority queue. After that, according to the corresponding algorithm (for example, the maximum carrier-to-interference ratio algorithm, round robin The algorithm, the proportional fairness algorithm, the latency algorithm, the transmission rate ratio algorithm obtained by the user terminal or other sorting algorithm, etc.) allocate scheduling opportunities to the user terminal. In this way, the remaining resources can be allocated to other user terminals that need to be scheduled, thereby increasing the number of user terminals that are generally satisfactory in the system, and improving user satisfaction.
  • the corresponding algorithm for example, the maximum carrier-to-interference ratio algorithm, round robin The algorithm, the proportional fairness algorithm, the latency algorithm, the transmission rate ratio algorithm obtained by the user terminal or other sorting algorithm, etc.
  • Embodiment 2 is a diagrammatic representation of Embodiment 1:
  • the scheduling period is set, and whether the amount of data that has been scheduled by the user terminal is greater than the “GBRx scheduling period” is used to measure whether the user terminal obtains a satisfactory service.
  • the scheduling algorithm of the communication system of the first embodiment of the present invention is different in that, in this embodiment, whether the actual transmission rate that the user terminal has obtained is greater than or equal to GBR is used to measure whether the user terminal is satisfied.
  • FIG. 3 it is an implementation diagram of a second embodiment of a method for scheduling a communication system according to the present invention.
  • a TTI is used as an adjustment period as an example.
  • the method process includes:
  • Step 31 Calculate the transmission rate that the user terminal has obtained
  • the transmission rate ⁇ ( t ) that the user terminal has obtained is a filtered value of the actual transmission rate of the user terminal within the smoothing time Tc.
  • i'i ( t ) is the transmission rate that the user terminal has obtained
  • Tc is the smoothing time constant
  • indicating how many TTIs are used to smooth the rate
  • the smoothing time constant Tc should be chosen to be large enough to ensure that the negative effects of fast fading are filtered, but should also be short enough to allow the calculated rate to reflect the shadow fading environment.
  • the smoothing time constant Tc takes a value of 800. It can be understood that the transmission rate that the user terminal has obtained can also be calculated by other means.
  • Step 32 Put all user terminals into 2 queues according to whether the transmission rate that the user terminal has obtained is greater than or equal to whether the GBR is a satisfactory service for the user terminal: high priority queue and low Priority queue
  • Step 33 In each priority queue, according to the MAX C/l, Round Robin, Proportional Fair algorithm, or according to the waiting time length algorithm, the transmission rate ratio algorithm obtained by the user terminal or other sorting algorithm, each user terminal is performed. Priority queuing, in order from high to low;
  • Step 34 In the next adjustment period, according to the result of the prioritization of the previous adjustment period, the user terminal data in the high priority queue is sequentially scheduled from the highest to the lowest, until the HSDPA resource is exhausted;
  • step 34 if the user terminal data in the high priority queue has been scheduled, and the HSDPA resource remains, the user terminal data in the low priority queue is sequentially scheduled;
  • Step 35 Return to the above steps, repeat steps 31 through 34.
  • the transmission rate that the user terminal has obtained is calculated by using the formula (2), and then according to whether the transmission rate ri ( t ) that the user terminal has obtained is greater than or equal to the GBR, as a basis for determining whether the user terminal obtains a satisfactory quality of service, Put the user terminal into two different priority levels, that is, when the user terminal has received satisfactory service, put it into the low priority queue; when the user terminal does not get satisfactory service, put it into the queue High priority queue.
  • the user terminal is then assigned a scheduling opportunity according to a corresponding algorithm (e.g., maximum carrier-to-interference ratio algorithm, round-robin algorithm, proportional fairness algorithm, latency algorithm, resulting rate ratio, example algorithm, or other ranking algorithm).
  • a corresponding algorithm e.g., maximum carrier-to-interference ratio algorithm, round-robin algorithm, proportional fairness algorithm, latency algorithm, resulting rate ratio, example algorithm, or other ranking algorithm.
  • the user terminal is also considered to be satisfied with the service.
  • the user terminals are accordingly placed in different priority queues.
  • the user has no data in the buffer queue to be transmitted, which refers to the user at the NodeB. There is no data in the MAC-hs queue cache.
  • the first or second embodiment it is also possible to judge by using the criterion of determining whether the user terminal is satisfied with the service terminal at the end point of the scheduling period. In this way, not only is the judgment of whether the service is satisfactory in each adjustment period, but also the user terminal is placed in a different priority queue, and then scheduled; and such judgment is also made at the end of a scheduling period, and then the user terminal is further Put in different priority queues. In this way, the remaining resources can be allocated to other user terminals that need to be scheduled, thereby increasing the number of user terminals that are generally satisfactory in the system, and improving user satisfaction.
  • the above description is based on the air interface HSDPA data scheduling of the WCDMA system as an example.
  • the present invention is not limited thereto, and the embodiment of the present invention can also be applied to data scheduling of the Iub interface.
  • the implementation process is known to those skilled in the art and will not be described herein.
  • the technical solution provided by the embodiment of the present invention is applicable to a WCDMA communication system, a CDMA2000 communication system, or a communication system such as TD-SDCDMA.
  • Embodiment 3 is a diagrammatic representation of Embodiment 3
  • FIG. 4 is a flowchart of an implementation of a third embodiment of a method for scheduling a communication system according to the present invention, the process includes:
  • the user terminal is scheduled according to a more efficient scheduling method for a period of time; then, the user terminal that is not satisfied is preferentially scheduled; finally, the redundant time resource is redistributed.
  • step 41 each scheduling period is divided into different scheduling time periods
  • the different scheduling time segments include a service rate scheduling time segment and a mandatory scheduling time segment.
  • the scheduling period may further include a supplementary scheduling time segment.
  • Each scheduling period includes a number of transmission time intervals TTI, which are set by the system itself.
  • the determination of the length of the scheduling period needs to take into account the fluctuation range requirements of the user rate and the signal fading period factor of the channel environment. Taking into account the above factors, each scheduling period can be 0 to 5 seconds.
  • the scheduling period length is 0.5 seconds, and includes 250 transmission time intervals.
  • a ⁇ is taken as an adjustment cycle as an example, but it is not Limited to this.
  • each of the scheduling time periods is represented by X, Y, and z, respectively, indicating a service rate scheduling time period, a mandatory scheduling time period, and a supplementary scheduling time period:
  • the X phase is ended and the process proceeds directly to the ⁇ phase. Then, there are X and ⁇ phases in this scheduling period, and the length of the ⁇ phase is 0.
  • the ⁇ phase continues until the end of the scheduling period, and does not enter the ⁇ phase. Then there are X and ⁇ phases in this cycle.
  • X, Y, Ze [0, 100] respectively represent the proportion of the scheduling period occupied by each scheduling period.
  • the determination of the X, ⁇ , and ⁇ values can be obtained based on the simulation results of the system.
  • the simulation is performed separately by the network simulation software, and the simulation result is analyzed.
  • the corresponding X value is the maximum value of X.
  • (X—max % x scheduling period) is the duration of the X period
  • (Y—max % x scheduling period) is the duration of the Y period.
  • Step 42 Determine whether the user terminal is satisfied in each TTI (ie, the adjustment period of this embodiment), and put the user terminal that is satisfied with the service into the low priority queue, and put the user terminal that does not receive the satisfactory service into the high priority queue. ; In each case, whether the actual transmission rate that the user terminal has obtained is greater than or equal to GBR is used as a basis for determining that the user terminal is satisfied with the service.
  • determining whether the user terminal is satisfied with the service may also be based on other criteria, such as: whether the amount of data that has been sent by the user terminal is greater than or equal to the product of the GBR and the scheduling period; or whether the following conditions are met, and the scheduling period ends. Point, if the amount of data that the user terminal has been scheduled in the current scheduling period does not reach the product of the GBR and the scheduling period, but the user has no data in the buffer queue to be transmitted; or, at the end of the scheduling period, if the user terminal The actual transmission rate obtained does not reach GBR, but the user has no data in the buffer queue to be transmitted.
  • step 43 according to the scheduling time period in which the adjustment period is located, in each priority queue, selecting a suitable queuing basis, and prioritizing each user terminal;
  • the maximum carrier-to-interference ratio scheduling algorithm and/or the proportional fair scheduling algorithm are used to prioritize the user terminal; in the mandatory scheduling period, according to the scheduling priority indicator (SPI, Schedule Priority Indicator) Prioritize the user terminals.
  • SPI Schedule Priority Indicator
  • each user terminal is prioritized by a round robin algorithm or a proportional fair algorithm.
  • step 44 in the next adjustment period, according to the result of the prior adjustment period priority queuing, the user terminal data in the high priority queue is sequentially scheduled from high to low until the HSDPA resources are exhausted.
  • the judgment basis may be one of the foregoing judgment criteria.
  • whether the actual transmission rate obtained by the user terminal reaches the GBR is as follows. For an example, describe it. The user terminal that has reached the GBR in the actual transmission rate in the period is placed in the low priority queue; and the user terminal that does not reach the GBR in the actual transmission rate obtained in the period is placed in the high priority queue. Priority is given to scheduling.
  • the scheduling algorithm that can be used is: MA C/I scheduling algorithm and / Or PF scheduling algorithm.
  • the X time period When the last TTI of the X time period arrives, it is judged whether the actual transmission rate obtained by the user terminal in the scheduling period does not reach the GBR, that is, whether all the user terminals are satisfied with the service. If the last transmission time of the X time period arrives, the actual transmission rate obtained by the user terminal in the scheduling period does not reach the GBR, the X time period ends, and the Y scheduling time period is entered, and in the Y scheduling time period, these are The user terminal whose transmission rate does not reach the GBR is scheduled according to the SPI in the priority queue until the transmission rate obtained by all the user terminals in the period reaches the GBR, and the Y period ends. Correspondingly, if the actual transmission rate obtained by all users in the period reaches GBR before the last TTI of the X period arrives, the X period ends prematurely and does not enter the Y period.
  • the supplementary scheduling time period ie, the Z phase, which is the actual transmission rate obtained by all the user terminals, may be entered.
  • the remaining time resources of the scheduling period the round robin algorithm Round Robin or the proportional fair Porportional fair scheduling algorithm is used to allocate the remaining time resources to all user terminals.
  • the X scheduling time period of the above scheme has a maximum value X - max, which can be adjusted.
  • X - max the maximum value reserved for the high-priority user is insufficient.
  • the next scheduling period needs to reduce the length of the X-phase, that is, X-max is reduced by one step; if there is no unsatisfactory user , and the scheduling period includes the ⁇ phase, then the X phase is increased in the next scheduling cycle, that is, X-max is increased by one step. In other cases, the length of the X phase remains the same.
  • Table 2 shows the scheduling algorithm used for each scheduling period, the users it targets, and a description of the purpose. It is to be noted that determining whether the user terminal is satisfied with the service may be a plurality of standards. In the following table, whether the actual transmission rate obtained by the user terminal is obtained by using the GBR is described as an example, but is not limited thereto: Table 2 Scheduling of each scheduling time period Algorithm description table
  • the X traffic rate can be selected by the following algorithms: MAX C/I actual transmission speed) W GBR user scheduling time scheduling algorithm, PF scheduling algorithm rate does not reach the user plane of the multi-send GBR under the condition of the ring-breaking, time resource trace rate Y Forced scheduling for users who do not meet GBR according to the actual transmission speed.
  • the time period priority indication (SPI) is used to determine the user rate does not reach the household priority, and meet the user service requirements of the differentiated terminal to schedule GBR.
  • the supplementary scheduling will balance the remaining time resources.
  • the actual transmission time period is the allocation of the redundant time period to all users.
  • the adopted time rate has been reached. The user needs to consider the degree of the user channel environment and priority users.
  • the embodiment of the present invention is directed to a user whose transmission rate does not reach the GBR, and the user terminal is scheduled according to a higher efficiency algorithm in the X time period, that is, the service rate adjustment time period.
  • the selected algorithms are: MAX C/I scheduling algorithm, PF scheduling algorithm, so that all users with GBR first send more data when the channel environment becomes better, and improve the utilization of time resources;
  • the user terminal that still has not satisfied GBR at the end of the X time period is adjusted according to the scheduling priority indication (SPI).
  • SPI scheduling priority indication
  • the transmission rate of all user terminals has reached the GBR and the service is satisfactory, enter the Z time segment, that is, the supplementary scheduling time period, and allocate the remaining time resources to all required user terminals again.
  • the scheduling algorithm used can use Round Robin. Or the Porportional Fair, to achieve the purpose of allocating redundant time resources, avoiding wasted time resources.
  • the X time period can be further divided into two time segments, and the basis of the division is that the two system indicators of the number of users satisfying the service and the response time of the small data volume service achieve the optimal performance, the two times.
  • the segments are: (1) the maximum carrier-to-interference ratio scheduling period, and (2) the proportional fair scheduling period.
  • the MAX C/I scheduling algorithm and the PF scheduling algorithm are respectively used for time resource scheduling.
  • the user guarantees the bit rate requirement.
  • the user terminal When the user terminal has obtained a satisfactory service, the user terminal is put into the low priority queue. When the user terminal does not get the satisfactory service, the user is used. The terminal is placed in the high priority queue. After that, each scheduling period is divided into smaller scheduling time segments, and a targeted scheduling algorithm is adopted in the scheduling time period, so that a larger number of users obtain the guaranteed bit rate in the scheduling period, thereby improving the user. Satisfaction.
  • an embodiment of the present invention further provides a scheduling apparatus for a communication system, and a schematic structural diagram thereof is shown in FIG. 5.
  • the apparatus includes: a determining unit 52, an adjusting unit 53, and a scheduling unit 54.
  • the determining unit 52 is configured to determine, according to a determination result of the determining unit 52, the user terminal, Entering a different priority queue, if the determination result is yes, placing the user terminal into a low priority queue, and if the determination result is no, placing the user terminal into a high priority queue; the scheduling unit 54, Used to schedule user terminal data in the priority queue.
  • FIG. 6 is an embodiment of the apparatus of FIG.
  • the apparatus includes the unit defined in FIG. 5 (in FIG. 6, the judgment unit number is 62, the adjustment unit number is 53, and the scheduling unit number is 54), and may further include: a period dividing unit 61.
  • the period dividing unit 61 is configured to divide the scheduling time into a plurality of the scheduling periods, and divide the scheduling period into multiple adjustment periods, where the adjustment period is in units of ,, including one or more TTIs;
  • the function of the determining unit 62 may be specifically implemented in multiple manners. The following is one of the modes:
  • the determining unit 62 includes a data amount determining sub-unit 621, configured to perform the current scheduling period according to the user terminal in each of the adjustment periods. Whether the amount of data that has been scheduled is greater than or equal to the product of the GBR and the scheduling period to determine whether the user terminal is satisfied with the service, and sends the result of the determination to the adjusting unit 63.
  • the adjusting unit 63 adjusts the scheduling priority of the user terminal according to the determination result of the data amount determining sub-unit 621, and if the determination result is yes, lowers the The scheduling priority of the user terminal, the user terminal is placed in the low priority queue, and if the determination result is no, the scheduling priority of the user terminal is increased, and the user terminal is placed in the high priority queue;
  • the scheduling unit 64 is configured to schedule user terminal data in the priority queue.
  • the scheduling unit 64 may further include: a queuing subunit 641, scheduling Subunit 642 and algorithm selection subunit 643.
  • the queuing sub-unit 641 is configured to perform priority queuing for the user terminals in each priority queue.
  • the scheduling sub-unit 642 is configured to sequentially schedule the queuing results according to the queuing sub-unit 641.
  • the algorithm selection sub-unit 643 is configured to select a basis used for priority queuing of the user terminal.
  • the priority queuing for each user terminal is based on: maximum carrier-to-interference ratio algorithm, round-robin algorithm, proportional fairness algorithm, length of waiting time, or ratio of transmission rate obtained by the user terminal.
  • the scheduling unit 64 schedules the user terminal data in the priority queue, and uses the judgment result of the previous adjustment period. That is, in one adjustment period, the judgment and the different priority queues are performed, the queuing sub-unit 641 performs priority queuing on the user terminal, and then the scheduling sub-unit 642 performs scheduling according to the queuing result in the next scheduling period. Then repeat the above function actions.
  • the scheduling apparatus further includes a data volume updating unit 65, configured to update, after the scheduling unit 63, the data of the user terminal, that the user terminal has been scheduled in a current scheduling period. The amount of data.
  • the function of the judging unit 62 can take another form.
  • the judging unit 62 may include: a calculating subunit and a GBR judging subunit.
  • the calculating subunit is configured to calculate an actual transmission rate that has been obtained by the user terminal in the current scheduling period in each of the adjustment periods; and the GBR determining subunit is configured to calculate according to the calculating subunit As a result, it is judged whether the actual transmission rate is greater than or equal to GBR, and the result of the determination is sent to the adjustment unit.
  • the adjusting unit adjusts the scheduling priority of the user terminal according to the judgment result of the GBR determining subunit, and if the judgment result is yes, lowers the scheduling priority of the user terminal, and places the user terminal into If the result of the determination is no, the scheduling priority of the user terminal is increased, and the user terminal is placed in a high priority queue.
  • the scheduling unit is configured to schedule user terminal data in the priority queue. .
  • the function of the judging unit 62 can adopt the third mode.
  • the determining unit may further include a buffer determining subunit, configured to determine, in each of the adjustment periods, whether the user terminal has data in the buffer queue user terminal to be transmitted, and send the determination result to the adjusting unit.
  • the adjusting unit adjusts the scheduling priority of the user terminal according to the judgment result of the buffer judging subunit, and if the judgment result is yes, the scheduling priority of the user terminal is lowered, and if the judging result is No, the scheduling priority of the user terminal is increased; the scheduling unit is configured to adjust the priority of the adjusting unit.
  • the data of the user terminal of the level is scheduled.
  • the queuing subunits prioritize the user terminals, and then the subunits are scheduled in the next scheduling period. Scheduling based on the queuing results. Then repeat the above function actions.
  • the period dividing unit 61 may further include: a time segment dividing subunit 611, configured to divide the scheduling period into a service rate scheduling time period, a mandatory scheduling time period, and a supplementary scheduling time period, where each of the adjustment periods corresponds to Service rate adjustment time period, forced scheduling time period, or supplementary scheduling time period.
  • the algorithm selection sub-unit 643 selects an appropriate queuing basis according to different scheduling time periods corresponding to the adjustment period.
  • the maximum carrier-to-interference ratio scheduling algorithm and/or the proportional fair scheduling algorithm are selected.
  • the scheduling unit is instructed to schedule the user terminal according to the scheduling priority indication.
  • a round robin algorithm or a proportional fair algorithm is selected.
  • the service rate scheduling period of the above solution has a maximum value X_max, which can be adjusted.
  • the apparatus may include a time period adjustment unit to perform its adjustment function. At the end of the scheduling period, it is determined whether there is an unsatisfactory user. If it exists, it indicates that the mandatory scheduling period reserved for the high-priority user is insufficient. In the next scheduling period, the time length of the service rate scheduling period needs to be reduced, that is, X-max is reduced by one step; if not, Satisfied user, and this scheduling period includes the forced scheduling time period, then the X phase is increased in the next scheduling period, that is, X-max is increased by one step. In other cases, the length of the X phase remains the same.
  • the determining unit may further include: a data amount determining subunit, a GBR judging subunit, and a buffer judging subunit, and the specific functions and functions thereof are as described above, and are not described herein again.
  • the scheduling method and apparatus of the communication system reduces the scheduling priority of the user terminal when the user terminal has received a satisfactory service in a preset scheduling period.
  • the low priority queue when the user terminal does not get satisfactory service, increases the scheduling priority of the user terminal and puts it into the high priority queue.
  • the user terminal is then assigned a scheduling opportunity according to a corresponding algorithm (eg, maximum carrier-to-interference ratio algorithm, round-robin algorithm, proportional fairness algorithm, latency algorithm, resulting rate scaling algorithm, or other ranking algorithm).
  • a corresponding algorithm eg, maximum carrier-to-interference ratio algorithm, round-robin algorithm, proportional fairness algorithm, latency algorithm, resulting rate scaling algorithm, or other ranking algorithm.
  • the scheduling period can be divided into smaller scheduling time segments, and a targeted scheduling algorithm is adopted in different scheduling time periods, so that a larger number of users can get satisfactory services in the scheduling period, thereby improving users. Satisfaction.

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Abstract

A scheduling method in communication systems includes: determining whether a user terminal has obtained a satisfactory service within a predetermined scheduling period; if so, putting the said user terminal into a low priority queue; otherwise, putting the said user terminal into a high priority queue; scheduling the user terminal data in the said priority queues. A scheduling apparatus in communication systems includes: a determining unit, an adujusting unit and a scheduling unit. The present scheme is able to increse the number of user terminals who have obtained satisfactory services and increase the user satisfactory degree.

Description

通信系统的调度方法及装置 本申请分别要求于 2006年 4月 21 日、 2006年 5月 29日提交中国专利局、 申请号分别为 200610074487.3、 200610084668.4, 发明名称分别为"一种移动 通信系统的调度方法"、 "一种通信系统的调度方法 "的中国专利申请的优先权, 其全部内容通过引用结合在本申请中。  Dispatching method and device for communication system This application is respectively required to be submitted to the Chinese Patent Office on April 21, 2006 and May 29, 2006, and the application numbers are 200610074487.3, 200610084668.4, respectively, and the invention names are respectively "a scheduling of a mobile communication system. The priority of the Chinese Patent Application, the entire disclosure of which is incorporated herein by reference.
技术领域 本发明涉及通信技术领域, 尤其涉及一种通信系统的调度方法及装置。 背景技术 The present invention relates to the field of communications technologies, and in particular, to a scheduling method and apparatus for a communication system. Background technique
在宽带码分多址接入( Wideband Code Divisio Multiple Access, WCDMA ) R5版本中引入一种新的高速数据传输技术——高速下行分組接入 ( High Speed Downlink Packet Access , HSDPA )。 该技术主要采用了自适应编码和调制 ( Adaptive Modulation and Coding , AMC )、 快速混合自动重传 ( Hybrid Automatic Repeat request, HARQ )和快速调度等技术, 以进一步提高下行分 组数据速率。 这样, 大大提高了系统的容量和频讲效率, 也提高了用户终端服 务的质量。  In the R5 version of Wideband Code Divisio Multiple Access (WCDMA), a new high-speed data transmission technology, High Speed Downlink Packet Access (HSDPA), is introduced. The technology mainly adopts Adaptive Modulation and Coding (AMC), Hybrid Automatic Repeat Request (HQQ) and fast scheduling to further improve the downlink packet data rate. In this way, the capacity and frequency efficiency of the system are greatly improved, and the quality of the user terminal service is also improved.
目前, 在高速下行分组接入的通信系统中, 通过高速下行共享信道(High Speed Downlink Shared Channel , HS-DSCH ) 来传输用户终端数据。 一条 HS-DSCH信道可以承担多个用户终端的数据发送任务。 所有承载于该信道的 用户终端可以分时间和分不同信道码来共享该信道,如果高速下行共享信道每 2ms发送一次数据(传输时间间隔 TTI = 2ms ), 那么, 不同用户终端可以在不 同的传输时间间隔内发送数据,也可以在相同的传输时间间隔内使用不同的信 道码进行数据发送。 每个用户终端数据具体的发送时间, 由调度算法决定。  Currently, in a high-speed downlink packet access communication system, user terminal data is transmitted through a High Speed Downlink Shared Channel (HS-DSCH). An HS-DSCH channel can undertake data transmission tasks of multiple user terminals. All user terminals carried on the channel can share the channel by time and by different channel codes. If the high speed downlink shared channel transmits data every 2 ms (transmission time interval TTI = 2 ms), then different user terminals can be in different transmissions. Data is transmitted within the time interval, and different channel codes can also be used for data transmission within the same transmission time interval. The specific transmission time of each user terminal data is determined by a scheduling algorithm.
通常,会话类和流类业务都有保证比特速率(Guaranteed Bit Rate , GBR ) 服务需求。 保证比特速率定义为: 当业务的传输速率大于等于 GBR时, 业务 的服务质量是令人满意的; 当业务传输速率小于 GBR时, 业务服务质量不能 接受。  Generally, both session and flow services have guaranteed bit rate (GBR) service requirements. The guaranteed bit rate is defined as: When the transmission rate of the service is greater than or equal to GBR, the service quality of the service is satisfactory; when the service transmission rate is less than GBR, the service quality of service is unacceptable.
调度算法可以决定对每个用户终端的服务优先级, 因此,对于用户终端是 否能够得到 GBR速率非常重要。 The scheduling algorithm can determine the service priority for each user terminal, and therefore, for the user terminal It is very important to be able to get the GBR rate.
ϋ前, 主要有三种常用的调度算法:  Before that, there are three main scheduling algorithms:
(一)轮循 ( Round Robin, R )算法  (1) Round Robin (R) algorithm
R 算法的基本思想是: 保证小区内的用户终端按照某种确定的顺序循环 占用等时间的无线资源来进行通信。每个用户终端对应一个队列以存放待传数 据,在调度时非空的队列以轮循的方式接受服务以传送数据。该调度算法是对 同时承载于 HS-DSCH信道的所有用户终端轮流进行调度。  The basic idea of the R algorithm is to ensure that the user terminals in the cell circulate and occupy the radio resources of the same time in a certain order to perform communication. Each user terminal corresponds to a queue for storing data to be transmitted. When scheduling, the non-empty queue receives services in a round-robin manner to transmit data. The scheduling algorithm schedules all user terminals that are simultaneously carried on the HS-DSCH channel in turn.
具体的, 每个用户终端建立或者发送一次数据后, 就启动一个计时器, 表 示等待的时间长短,在每个传输时间间隔内,按照每个用户终端等待时间的长 短, 从大到小进行排队, 优先调度等待时间长的用户终端。  Specifically, after each user terminal establishes or sends data once, a timer is started, indicating the length of waiting time, and each time interval of each user terminal is queued according to the length of each user terminal waiting time. Priority scheduling of user terminals with long waiting times.
尽管该算法在调度机会上具有公平性,但是, 由于没有考虑到不同用户终 端设备的无线信道的具体情况, 因此,对每个用户终端设备的调度时刻相对固 定, 不能提供差异化服务; 该算法也不能充分利用用户终端设备信道质量较高 的时间段,在该时间段内发送较多的数据,从而使系统资源利用效率和系统吞 吐量很低; 由此可见, 该算法并没有考虑用户终端保证 GBR的需求, 以致用 户终端满意度很低。  Although the algorithm has fairness in scheduling opportunities, since the specific conditions of the wireless channels of different user terminal devices are not considered, the scheduling time for each user terminal device is relatively fixed, and the differentiated service cannot be provided; It is also impossible to make full use of the time period in which the channel quality of the user terminal equipment is high, and more data is transmitted during the time period, so that system resource utilization efficiency and system throughput are low; thus, the algorithm does not consider the user terminal. The demand for GBR is guaranteed, so that user terminal satisfaction is very low.
(二)最大载干比 ( Maximum Carrier to Interference, Max C/I )算法 Max C/I算法是一种典型的利用 "多用户终端分集效果"来实现最大化系统 容量的调度算法。 其基本思想是: 对所有用户终端设备依据其信通质量指示 ( channel quality indicator, CQI )预测值进行排序,'并按照从大到小的顺序进 行数据发送。  (2) Maximum Carrier to Interference (Max C/I) Algorithm The Max C/I algorithm is a typical scheduling algorithm that utilizes "multi-user terminal diversity effect" to maximize system capacity. The basic idea is: Sort all the user terminal devices according to their channel quality indicator (CQI) prediction values, and perform data transmission in descending order.
具体的, 在每个传输时间间隔内, 首先, 将可以发送数据的用户终端报告 的 CQI进行从大到小排队; 然后, 依照 CQI从大到小的顺序依次发送用户终 端设备的数据。  Specifically, in each transmission time interval, first, the CQIs reported by the user terminals that can transmit data are queued from large to small; then, the data of the user terminal devices are sequentially transmitted in descending order of CQI.
尽管该算法能够得到最大的系统吞吐率,但是,用户终端所得的服务非常 不公平,距离基站近的用户终端设备由于其信道条件好会一直接受服务, 而处 于小区边缘的用户终端设备由于其信通质量指示较低, 因而得不到服务机会, 低信道质量的用户终端甚至会被"饿死"; 由此可见, 该算法也没有考虑用户终 端 GBR需求,使高信道质量的用户终端得到远大于 GBR的速率, 而低信道盾 量的用户终端得不到 GBR速率服务, 用户终端满意率低。 Although the algorithm can obtain the maximum system throughput, the service obtained by the user terminal is very unfair. The user terminal equipment close to the base station will always receive the service because of its good channel condition, and the user terminal equipment at the cell edge is due to its letter. The quality indicator is low, so there is no service opportunity, and the user terminal with low channel quality may even be "starved"; thus, the algorithm does not consider the user end. The GBR requirement is such that the user terminal with high channel quality obtains a rate much larger than the GBR, and the user terminal with low channel shield cannot obtain the GBR rate service, and the user terminal satisfaction rate is low.
(三)正比公平 ( Proportional Fair, PF )算法  (3) Proportional Fair (PF) algorithm
PF 算法为每个用户终端设备分配一个相应的优先级, 优先级最大的用户 终端设备首先接受服务。  The PF algorithm assigns a corresponding priority to each user terminal device, and the user terminal device with the highest priority first accepts the service.
具体的,在每个传输时间间隔内,将可以发送数据的用户终端按照以下公 式(1 )计算优先级, 然后按照优先级从高到低依次调度用户终端:  Specifically, in each transmission time interval, the user terminal that can send data calculates the priority according to the following formula (1), and then schedules the user terminal in order from highest to lowest according to the priority:
Priority i = U i=l , 2, 3...N ( 1 ) r, (t) Priority i = U i=l , 2, 3...N ( 1 ) r, (t)
其中, ?,_max(0是在 t时刻,用户终端所处位置所支持的最大传输速率, r,.(0 表示用户终端在前一段时间实际所得到的传输速率。 Where, ?, _ max (0 is the maximum transmission rate supported by the location of the user terminal at time t, r,. (0 represents the actual transmission rate obtained by the user terminal in the previous period.
尽管该算法使同一小区内的用户终端能够得到的速率与其所处位置所能 提供速率的比值基本不变,即用户终端设备在任意时刻获取服务的概率几乎相 同, 但是由于没有考虑用户终端 GBR需求, 可能会造成由于有大量低信道质 量用户终端的存在, 而将大量的调度机会分配给低信道质量的用户终端, 而使 高信道质量的用户终端得不到足够的调度机会,从而使得系统中满意的用户终 端数目低。  Although the algorithm makes the ratio of the rate that the user terminal in the same cell can obtain to the location that can be provided is basically unchanged, that is, the probability that the user terminal device obtains the service at any time is almost the same, but the user terminal GBR requirement is not considered. It may cause a large number of scheduling opportunities to be allocated to low-channel quality user terminals due to the existence of a large number of low channel quality user terminals, so that high channel quality user terminals do not have sufficient scheduling opportunities, thereby making the system The number of satisfied user terminals is low.
由此可见, 目前技术中由于没有考虑用户终端 GBR的服务需求, 而不能 为更多的用户终端提供满足 GBR需求的服务。  It can be seen that the current technology does not consider the service requirements of the user terminal GBR, and cannot provide more user terminals with services that meet the GBR requirements.
发明内容 Summary of the invention
本发明实施例提供一种通信系统的调度方法及装置,以增加系统中得到满 意服务的用户终端数量, 提高用户满意度。  Embodiments of the present invention provide a scheduling method and apparatus for a communication system, so as to increase the number of user terminals that receive satisfactory services in the system, and improve user satisfaction.
为此, 本发明实施例提供一种通信系统的调度方法, 所述方法包括步骤: 在预设的调度周期内 , 判断用户终端是否得到满意服务;  To this end, an embodiment of the present invention provides a scheduling method for a communication system, where the method includes the steps of: determining, in a preset scheduling period, whether the user terminal is satisfied with a service;
若是, 将所述用户终端放入低优先级队列; 否则, 将所述用户终端放入高 优先级队列;  If yes, placing the user terminal into a low priority queue; otherwise, placing the user terminal into a high priority queue;
调度所述优先级队列中的用户终端数据。 另外, 本发明实施例还提供一种通信系统的调度装置, 所述装置包括: 判断单元, 用于在预设的调度周期内, 判断用户终端是否得到满意服务; 调整单元, 用于根据所述判断单元的判断结果,将所述用户终端放入不同 的优先级队列, 若判断结果为是, 将所述用户终端放入低优先级队列, 若判断 结果为否, 则将所述用户终端放入高优先级队列; User terminal data in the priority queue is scheduled. In addition, the embodiment of the present invention further provides a scheduling apparatus of a communication system, where the apparatus includes: a determining unit, configured to determine, in a preset scheduling period, whether the user terminal is satisfied with a service; The judgment result of the judgment unit is that the user terminal is placed in a different priority queue. If the determination result is yes, the user terminal is placed in a low priority queue. If the determination result is no, the user terminal is placed. Enter the high priority queue;
调度单元, 用于对所述优先级队列中的用户终端数据进行调度。  a scheduling unit, configured to schedule user terminal data in the priority queue.
由上述技术方案可知, 依照本发明实施例所述通信系统调度的方法和装 置, 能够使尽量多的用户在调度周期内得到满意服务,从而增加系统中得到满 意服务的用户终端数目, 提高用户满意度。  According to the foregoing technical solution, the method and apparatus for scheduling a communication system according to an embodiment of the present invention can enable as many users as possible to obtain satisfactory services in a scheduling period, thereby increasing the number of user terminals that are satisfactory in the system, and improving user satisfaction. degree.
附图说明 图 1为本发明实施例的通信系统调度方法的流程图; . BRIEF DESCRIPTION OF DRAWINGS FIG. 1 is a flowchart of a communication system scheduling method according to an embodiment of the present invention;
图 2为本发明通信系统调度方法的第一实施例的流程图;  2 is a flowchart of a first embodiment of a communication system scheduling method according to the present invention;
图 3为本发明通信系统调度方法的第二实施例的流程图;  3 is a flowchart of a second embodiment of a communication system scheduling method according to the present invention;
图 4为本发明通信系统调度方法的第三实施例的流程图;  4 is a flowchart of a third embodiment of a communication system scheduling method according to the present invention;
图 5为本发明实施例的通信系统的调度装置的结构示意图;  FIG. 5 is a schematic structural diagram of a scheduling apparatus of a communication system according to an embodiment of the present invention; FIG.
图 6为图 5所述装置的一种实施例。  Figure 6 is an embodiment of the apparatus of Figure 5.
具体实施方式 detailed description
本发明实施例以一种可以支持第三代 ( 3G )无线移动通信技术宽带码分 多址( WCDMA )通信系统,特别是以 WCDMA通信系统的 HSDPA系统为例, 而对本发明的通信系统的调度方法和调度装置进行描述,但本发明同样适用除 T以上提到的移动通信网络之外的其他移动通信系统 , 如码分多址 2000 ( CDMA2000 ) 通信系统或者时分双工 -同步码分多址( TD-SCDMA )通信 系统等其他通信系统的情况。  Embodiments of the present invention provide a wideband code division multiple access (WCDMA) communication system capable of supporting a third generation (3G) wireless mobile communication technology, in particular, an HSDPA system of a WCDMA communication system, and the scheduling of the communication system of the present invention. The method and the scheduling apparatus are described, but the present invention is equally applicable to other mobile communication systems other than the mobile communication network mentioned above, such as Code Division Multiple Access 2000 (CDMA2000) communication system or time division duplex-synchronous code division multiple access. (TD-SCDMA) The case of other communication systems such as communication systems.
请参阅图 1 , 为本发明实施例所述通信系统的调度方法的流程图, 所述方 法包括:  Referring to FIG. 1, which is a flowchart of a scheduling method of a communication system according to an embodiment of the present invention, the method includes:
步骤 11: 在预设的调度周期内, 判断用户终端是否得到满意服务; 步骤 12: 若是, 将所述用户终端放入低优先级队列; 步骤 13: 若否, 将所述用户终端放入高优先级队列; Step 11: In the preset scheduling period, determine whether the user terminal is satisfied with the service; Step 12: If yes, put the user terminal into a low priority queue; Step 13: If no, put the user terminal into a high priority queue;
步骤 14: 调度所述优先级队列中用户终端数据。  Step 14: Scheduling user terminal data in the priority queue.
下面结合实施例对本发明作进一步的说明。  The present invention will be further described below in conjunction with the embodiments.
实施例一:  Embodiment 1:
对于多数需要 GBR速率的业务而言, 对传输速率的需求是比较稳定的, 如果速率波动过大, 可能会导致数据传输的暂时中断, 从而影响服务质量, 因 此, 当业务承载于 HS-DSCH信道时, 为了提供比较平稳的服务速率, 采用基 于调度周期的调度算法,使尽量多的用户终端在每个调度周期内,都得到大于 等于 GBR的速率, 调度周期的大小应该满足在业务允许的速率波动范围内。  For most services that require a GBR rate, the demand for the transmission rate is relatively stable. If the rate fluctuation is too large, the data transmission may be temporarily interrupted, thereby affecting the quality of service. Therefore, when the service is carried on the HS-DSCH channel. In order to provide a relatively stable service rate, a scheduling algorithm based on the scheduling period is adopted, so that as many user terminals as possible obtain a rate greater than or equal to GBR in each scheduling period, and the scheduling period should meet the rate allowed at the service. Within the range of fluctuations.
具体的, 首先, 将整个调度时间分为多个的调度周期, 每个调度周期包括 多个传输时间间隔 TTI, 一个或若干个 TTI作为一个调整周期, 这里, 调度周 期的长短可以根据业务所容忍的速率波动来确定, 例如, 一个调度周期可以包 含 150 1000 个 ΤΉ; 然后, 以用户终端已经被调度的数据量是否大于等于 "GBRx调度周期"作为衡量用户终端是否得到满意的服务质量的判断依据, 将 用户终端放入 2个优先级级别不同的队列中; 接着, 在每个优先级队列中, 按 照现有的算法, 比如, 最大载千比(MAX C/I )算法、 轮循 ( Round Robin ) 算法、 正比公平(Proportional Fair )算法、 等待时间长短算法、 用户终端得到 的传输速率比例算法或者其他排序算法等 , 对每个用户终端进行优先级排队, 依次调度高优先级队列中的用户终端数据, 直到 HSDPA资源用尽。 这里用户 终端得到的传输速率比例算法 ,指的是用户得到的实际传输速率与保证比特速 率的比例。  Specifically, first, the entire scheduling time is divided into multiple scheduling periods, each scheduling period includes multiple transmission time intervals TTI, and one or several TTIs are used as one adjustment period. Here, the length of the scheduling period may be tolerated according to services. Rate fluctuation to determine, for example, a scheduling period may contain 150 1000 ΤΉ; Then, whether the amount of data that the user terminal has been scheduled is greater than or equal to "GBRx scheduling period" is used as a basis for determining whether the user terminal is satisfied with the quality of service. Put the user terminal into two queues with different priority levels. Then, in each priority queue, follow the existing algorithm, for example, the maximum load ratio (MAX C/I) algorithm, round robin (round Robin) algorithm, Proportional Fair algorithm, latency algorithm, transmission rate ratio algorithm obtained by user terminal or other sorting algorithm, prioritize each user terminal, and then schedule users in the high priority queue Terminal data until the HSDPA resources are exhausted. Here, the transmission rate ratio algorithm obtained by the user terminal refers to the ratio of the actual transmission rate obtained by the user to the guaranteed bit rate.
还请参阅图 2, 为本发明所述通信系统的调度方法的第一实施例的实现过 程图, 本实施例中, 以一个 TTI作为一个调整周期为例进行描述。 该方法的过 程包括:  Referring to FIG. 2, it is an implementation process diagram of a first embodiment of a method for scheduling a communication system according to the present invention. In this embodiment, a TTI is used as an adjustment period as an example. The process of this method includes:
步骤 21: 判断当前 TTI是否为当前调度周期的第一个 TTI, 如果是, 则 将每个用户终端在当前调度周期已经被调度的数据量设置为 0 (即步骤 22 ), 否则, 保持原有值, 直接进入步骤 23;  Step 21: Determine whether the current TTI is the first TTI of the current scheduling period. If yes, set the amount of data that each user terminal has scheduled in the current scheduling period to 0 (ie, step 22). Otherwise, keep the original Value, go directly to step 23;
上述将用户终端在该调度周期中已经被调度的数据量设置为 0的动作,可 以在第一个 ΤΉ开始时刻完成。 The above-mentioned action of setting the amount of data that the user terminal has been scheduled in the scheduling period to 0, To complete at the beginning of the first ΤΉ.
步驟 23: 以用户终端已经被调度的数据量是否大于等于 GBR与调度周期 的乘积为用户终端是否得到满意服务的标准, 将所有用户终端放入 2个队列: 高优先级队列和低优先级队列;  Step 23: Put all user terminals into two queues according to whether the amount of data that the user terminal has been scheduled is greater than or equal to the product of the GBR and the scheduling period, and the user terminal is placed in two queues: a high priority queue and a low priority queue. ;
其中, 用户终端被调度的数据量也即是用户终端已经发送的数据量。 步骤 23的具体实现过程为:  The amount of data that the user terminal is scheduled is also the amount of data that the user terminal has sent. The specific implementation process of step 23 is as follows:
在当前调度周期内, 用户终端已经发送的数据量大于等于 "GBRx调度周 期,,的用户终端放入低优先级队列; 用户终端已经发送数据量小于" GBRx调度 周期"的用户终端放入高优先级队列。  During the current scheduling period, the amount of data that the user terminal has sent is greater than or equal to the "GBRx scheduling period, and the user terminal is placed in the low priority queue; the user terminal that has sent the data amount less than the "GBRx scheduling period" is placed in the high priority. Level queue.
步棘 24:在每个优先级队列中,按照 MAX C/I、 Round Robin或 Proportional Fair等算法, 也可以按照等待时间长短算法、 用户终端得到的传输速率比例算 法或者其他排序算法, 对每个用户终端进行优先级排队, 顺序为从高到低; 步骤 25: 在下一个调整周期, 4艮据上一个调整周期优先级排队的结果, 从高到低的顺序, 依次调度高优先级队列中的用户终端数据, 直到 HSDPA资 源用尽; 如果高优先级队列中的用户终端数据已调度完, HSDPA资源仍有剩 余, 则依次调度低优先级队列中的用户终端数据;  Step Spiral 24: In each priority queue, according to algorithms such as MAX C/I, Round Robin or Proportional Fair, it is also possible to use a waiting time length algorithm, a transmission rate ratio algorithm obtained by a user terminal, or other sorting algorithm, for each The user terminal performs priority queuing in the order of high to low. Step 25: In the next adjustment period, the results of the priority queuing according to the previous adjustment period are sequentially scheduled from the highest to the lowest order in the high priority queue. User terminal data, until the HSDPA resource is exhausted; if the user terminal data in the high priority queue has been scheduled, and the HSDPA resource remains, the user terminal data in the low priority queue is sequentially scheduled;
步骤 26: 更新用户终端在当前调度周期内已经被调度的数据量; 步骤 27: 返回上述步骤, 即重复步驟 21至步骤 26。  Step 26: Update the amount of data that the user terminal has scheduled in the current scheduling period; Step 27: Return to the above steps, that is, repeat steps 21 to 26.
可以理解的是, 本发明实施例提供的方案, 均是在一个调整周期的开始, 先根据上一个调度周期优先级排队的结果,对用户终端数据进行调度, 然后再 判断用户终端是否得到满意服务,据此放入不同的优先级队列,再对其进行排 队, 排队结果供下一个调整周期所用。  It can be understood that, in the solution provided by the embodiment of the present invention, at the beginning of an adjustment period, the user terminal data is scheduled according to the result of the priority scheduling of the previous scheduling period, and then the user terminal is determined to be satisfied with the service. According to this, different priority queues are put into the queue, and the queued result is used for the next adjustment period.
依照本实施例,通过将调度时刻分为调度周期,在每个调度周期内包括多 个传输时间间隔 TTI,并依据用户终端已经被调度的数据量是否大于" GBRx调 度周期,,作为衡量用户终端是否得到满意的服务质量的判断依据, 并根据该判
Figure imgf000008_0001
According to the embodiment, the scheduling time is divided into scheduling periods, and multiple transmission time intervals TTI are included in each scheduling period, and according to whether the data amount that the user terminal has been scheduled is greater than the “GBRx scheduling period, as a measurement user terminal. Whether to obtain a satisfactory basis for the quality of service, and based on the judgment
Figure imgf000008_0001
满意的服务后, 将其放到低优先队列中, 当用户终端没有得到满意的服务时, 将其放到高优先队列中。 之后, 根据相应算法(例如, 最大载干比算法、 轮循 算法、正比公平算法、 等待时间长短算法、 用户终端得到的传输速率比例算法 或者其他排序算法等)为用户终端分配调度机会。 通过这样的方式, 就可以将 剩余的资源分配给其他更需要调度的用户终端,从而增加系统中整体得到满意 服务的用户终端的数目, 提高用户满意度。 After the satisfactory service, put it in the low priority queue. When the user terminal does not get satisfactory service, put it in the high priority queue. After that, according to the corresponding algorithm (for example, the maximum carrier-to-interference ratio algorithm, round robin The algorithm, the proportional fairness algorithm, the latency algorithm, the transmission rate ratio algorithm obtained by the user terminal or other sorting algorithm, etc.) allocate scheduling opportunities to the user terminal. In this way, the remaining resources can be allocated to other user terminals that need to be scheduled, thereby increasing the number of user terminals that are generally satisfactory in the system, and improving user satisfaction.
实施例二:  Embodiment 2:
本发明实施例一是通过设置调度周期,采用用户终端已经被调度的数据量 是否大于" GBRx调度周期,,来衡量用户终端是否得到满意服务。 而在本实施例 的通信系统的调度算法与本发明实施例一的通信系统的调度算法不同之处在 于, 本实施例采用计算用户终端已经得到的实际传输速率是否大于等于 GBR 来衡量用户终端是否满意。  In the first embodiment of the present invention, the scheduling period is set, and whether the amount of data that has been scheduled by the user terminal is greater than the “GBRx scheduling period” is used to measure whether the user terminal obtains a satisfactory service. The scheduling algorithm and the present embodiment of the communication system in this embodiment. The scheduling algorithm of the communication system of the first embodiment of the present invention is different in that, in this embodiment, whether the actual transmission rate that the user terminal has obtained is greater than or equal to GBR is used to measure whether the user terminal is satisfied.
还请参阅图 3, 为本发明所述通信系统的调度方法的第二实施例的实现过 程图, 本实施例中, 以一个 TTI作为一个调整周期为例进行描述。在一个调整 周期内, 该方法过程包括:  Referring to FIG. 3, it is an implementation diagram of a second embodiment of a method for scheduling a communication system according to the present invention. In this embodiment, a TTI is used as an adjustment period as an example. During an adjustment cycle, the method process includes:
步骤 31: 计算用户终端已经得到的传输速率;  Step 31: Calculate the transmission rate that the user terminal has obtained;
用户终端已经得到的传输速率通过下式来计算: ri ( t ) = ( 1— 丄) xi'i (t— 1)+ 丄 xRi(t-l) ( 2 )  The transmission rate that the user terminal has obtained is calculated by the following equation: ri ( t ) = ( 1 - 丄) xi'i (t - 1) + 丄 xRi(t-l) ( 2 )
Tc Tc  Tc Tc
即, 用户终端已经得到的传输速率 η ( t )为用户终端在平滑时间 Tc内的 实际传输速率的滤波值。  That is, the transmission rate η ( t ) that the user terminal has obtained is a filtered value of the actual transmission rate of the user terminal within the smoothing time Tc.
其中, i'i ( t )为用户终端已经得到的传输速率, Tc为平滑时间常数, 单位 为 ΤΉ, 表示对速率进行平滑的时间长度是多少个 TTI; ( t )为用户终端在 t时刻的实际传输速率。 如果用户终端在 t时刻没有被调度, 那么 Ri ( t ) = 0。  Where i'i ( t ) is the transmission rate that the user terminal has obtained, Tc is the smoothing time constant, and the unit is ΤΉ, indicating how many TTIs are used to smooth the rate; (t) is the user terminal at time t Actual transmission rate. If the user terminal is not scheduled at time t, then Ri(t) = 0.
平滑时间常数 Tc的值应选取足够大, 以保证对快衰落的负面影响进行过 滤, 但是也应该足够短, 使计算的速率能够反映阴影衰落环境。  The smoothing time constant Tc should be chosen to be large enough to ensure that the negative effects of fast fading are filtered, but should also be short enough to allow the calculated rate to reflect the shadow fading environment.
较佳地, 平滑时间常数 Tc取值 800。 可以理解的是, 用户终端已经得到 的传输速率还可以通过其他方式计算得到。  Preferably, the smoothing time constant Tc takes a value of 800. It can be understood that the transmission rate that the user terminal has obtained can also be calculated by other means.
步驟 32: 以用户终端已经得到的传输速率是否大于等于 GBR为用户终端 是否得到满意服务的标准,将所有用户终端放入 2个队列: 高优先级队列和低 优先级队列; Step 32: Put all user terminals into 2 queues according to whether the transmission rate that the user terminal has obtained is greater than or equal to whether the GBR is a satisfactory service for the user terminal: high priority queue and low Priority queue
其中, 在步骤 32中, 当传输速率 A ( t ) >=GBR时, 认为用户终端已经得 到满意服务, 将用户终端放入低优先级队列; 否则, 即当 η ( t ) <GBR时, 认 为用户终端没有得到满意月 务, 将用户终端放入高优先级队列;  In step 32, when the transmission rate A ( t ) >= GBR, it is considered that the user terminal has been satisfactorily served, and the user terminal is placed in the low priority queue; otherwise, when η ( t ) < GBR, The user terminal does not get satisfactory monthly service, and puts the user terminal into a high priority queue;
步骤 33:在每个优先级队列中,按照 MAX C/l、 Round Robin, Proportional Fair算法, 或按照等待时间长短算法、 用户终端得到的传输速率比例算法或者 其他排序算法, 对每个用户终端进行优先级排队, 顺序为从高到低;  Step 33: In each priority queue, according to the MAX C/l, Round Robin, Proportional Fair algorithm, or according to the waiting time length algorithm, the transmission rate ratio algorithm obtained by the user terminal or other sorting algorithm, each user terminal is performed. Priority queuing, in order from high to low;
步骤 34: 在下一个调整周期, 根据上一个调整周期优先级排队的结果, 从高到低的顺序, 依次调度高优先级队列中的用户终端数据, 直到 HSDPA资 源用尽;  Step 34: In the next adjustment period, according to the result of the prioritization of the previous adjustment period, the user terminal data in the high priority queue is sequentially scheduled from the highest to the lowest, until the HSDPA resource is exhausted;
其中, 在步骤 34, 如果高优先级队列中的用户终端数据已调度完, 而 HSDPA资源仍有剩余, 则依次调度低优先级队列中的用户终端数据;  In step 34, if the user terminal data in the high priority queue has been scheduled, and the HSDPA resource remains, the user terminal data in the low priority queue is sequentially scheduled;
步骤 35: 返回上述步骤, 即重复步骤 31至步骤 34。  Step 35: Return to the above steps, repeat steps 31 through 34.
依照本实施例, 通过公式(2 )计算用户终端已经得到的传输速率, 然后 依据用户终端已经得到的传输速率 ri ( t )是否大于等于 GBR作为衡量用户终 端是否得到满意的服务质量的判断依据,将用户终端放入 2个优先级级别不同 队列中, 即当用户终端已经得到满意的服务时, 则将其放入低优先级队列; 当 用户终端没有得到满意的服务时, 则将其放入高优先级队列。 然后根据相应算 法(例如, 最大载干比算法、 轮循算法、 正比公平算法、 等待时间长短算法、 得到的速率比.例算法或者其他排序算法)为用户终端分配调度机会。这样就可 以将剩余的资源分配给其他更需要调度的用户终端,从而增加系统中整体得到 满意服务的用户终端的数目, 提高用户满意度。  According to the embodiment, the transmission rate that the user terminal has obtained is calculated by using the formula (2), and then according to whether the transmission rate ri ( t ) that the user terminal has obtained is greater than or equal to the GBR, as a basis for determining whether the user terminal obtains a satisfactory quality of service, Put the user terminal into two different priority levels, that is, when the user terminal has received satisfactory service, put it into the low priority queue; when the user terminal does not get satisfactory service, put it into the queue High priority queue. The user terminal is then assigned a scheduling opportunity according to a corresponding algorithm (e.g., maximum carrier-to-interference ratio algorithm, round-robin algorithm, proportional fairness algorithm, latency algorithm, resulting rate ratio, example algorithm, or other ranking algorithm). In this way, the remaining resources can be allocated to other user terminals that need to be scheduled, thereby increasing the number of user terminals that are generally satisfactory in the system and improving user satisfaction.
另夕卜,在调度周期结束点,如果所述用户终端在当前调度周期已经被调度 的数据量没有达到 GBR与调度周期的乘积, 但是该用户在待传输緩存队列中 已经没有数据; 或, 在调度周期结束点, 如果用户终端得到的实际传输速率没 有达到 GBR, 但是该用户在待传输緩存队列中已经没有数据, 也认为用户终 端得到满意服务。 据此将用户终端放入不同的优先级队列。 在 HSDPA应用场 景下, 该用户在待传输緩存队列中已经没有数据, 指的是该用户在 NodeB的 MAC-hs队列緩存中已经没有数据。 In addition, at the end of the scheduling period, if the amount of data that the user terminal has been scheduled in the current scheduling period does not reach the product of the GBR and the scheduling period, but the user has no data in the buffer queue to be transmitted; or, At the end of the scheduling period, if the actual transmission rate obtained by the user terminal does not reach the GBR, but the user has no data in the buffer queue to be transmitted, the user terminal is also considered to be satisfied with the service. The user terminals are accordingly placed in different priority queues. In the HSDPA application scenario, the user has no data in the buffer queue to be transmitted, which refers to the user at the NodeB. There is no data in the MAC-hs queue cache.
而在实施例一或二的基础上,也可以用上述调度周期结束点的判断用户终 端是否得到满意服务的标准进行判断。这样, 不但在每个调整周期进行是否得 到满意服务的判断, 进而将用户终端放入不同的优先级队列, 然后进行调度; 而且在一个调度周期的结束点也进行这样的判断,进而将用户终端放入不同的 优先級队列。这样就可以将剩余的资源分配给其他更需要调度的用户终端,从 而增加系统中整体得到满意服务的用户终端的数目, 提高用户满意度。  On the basis of the first or second embodiment, it is also possible to judge by using the criterion of determining whether the user terminal is satisfied with the service terminal at the end point of the scheduling period. In this way, not only is the judgment of whether the service is satisfactory in each adjustment period, but also the user terminal is placed in a different priority queue, and then scheduled; and such judgment is also made at the end of a scheduling period, and then the user terminal is further Put in different priority queues. In this way, the remaining resources can be allocated to other user terminals that need to be scheduled, thereby increasing the number of user terminals that are generally satisfactory in the system, and improving user satisfaction.
同样可以理解的是, 以上仅是以 WCDMA 系统的空中接口 HSDPA数据 调度为例对本发明进行描述, 但是, 本发明并不局限于此, 本发明实施例还可 以适用于 Iub接口的数据调度,其实现过程对于本领域技术人员来说为已知技 术, 在此不再赘述。 而且, 本发明实施例提供的技术方案, 适用于 WCDMA 通信系统、 CDMA2000通信系统或者 TD-SDCDMA等通信系统。  It is also to be understood that the above description is based on the air interface HSDPA data scheduling of the WCDMA system as an example. However, the present invention is not limited thereto, and the embodiment of the present invention can also be applied to data scheduling of the Iub interface. The implementation process is known to those skilled in the art and will not be described herein. Moreover, the technical solution provided by the embodiment of the present invention is applicable to a WCDMA communication system, a CDMA2000 communication system, or a communication system such as TD-SDCDMA.
实施例三:  Embodiment 3:
还请参阅图 4, 为本发明所述通信系统的调度方法的第三实施例的实现过 程图, 所述过程包括:  Referring to FIG. 4, which is a flowchart of an implementation of a third embodiment of a method for scheduling a communication system according to the present invention, the process includes:
本实施例中, 首先,让用户终端在一段时间内按照较高效率的调度方法进 行调度; 然后, 对没有得到满意的用户终端进行优先调度; 最后, 将多余的时 间资源再分配。  In this embodiment, first, the user terminal is scheduled according to a more efficient scheduling method for a period of time; then, the user terminal that is not satisfied is preferentially scheduled; finally, the redundant time resource is redistributed.
本实施例的具体实现过程为:  The specific implementation process of this embodiment is:
在步骤 41中: 将每个调度周期划分为不同调度时间段;  In step 41: each scheduling period is divided into different scheduling time periods;
不同的调度时间段包括业务速率调度时间段、 强制调度时间段; 可选的, 所述调度周期还可以包括补充调度时间段。  The different scheduling time segments include a service rate scheduling time segment and a mandatory scheduling time segment. Optionally, the scheduling period may further include a supplementary scheduling time segment.
对调度周期的划分,可以根据仿真结果进行。每个调度周期包括若干传输 时间间隔 TTI, 所述传输时间间隔 ΤΉ是由系统本身所设定的。 调度周期时间 长度的确定需要考虑用户速率的波动范围要求,以及信道环境的信号衰落周期 因素。 综合考虑以上因素, 每个调度周期时长可以为 0到 5秒。 本发明实施例 提供的方案,调度周期时间长度以 0.5秒为例,包括了 250个传输时间间隔 ΤΤΙ。 筒便起见, 本实施例中, 以一个 ΤΤΙ作为一个调整周期为例进行描述,但并不 限于此。 The division of the scheduling period can be performed based on the simulation results. Each scheduling period includes a number of transmission time intervals TTI, which are set by the system itself. The determination of the length of the scheduling period needs to take into account the fluctuation range requirements of the user rate and the signal fading period factor of the channel environment. Taking into account the above factors, each scheduling period can be 0 to 5 seconds. According to the solution provided by the embodiment of the present invention, the scheduling period length is 0.5 seconds, and includes 250 transmission time intervals. For the sake of convenience, in this embodiment, a ΤΤΙ is taken as an adjustment cycle as an example, but it is not Limited to this.
以下包括三个调度时间段为例进行说明。 如表 1所示, 但并不限于此。 为 了便于描述, 所述每个调度时间段以 X、 Y和 z, 分别表示业务速率调度时间 段、 强制调度时间段和补充调度时间段: The following includes three scheduling time periods as an example for explanation. As shown in Table 1, but not limited to this. For convenience of description, each of the scheduling time periods is represented by X, Y, and z, respectively, indicating a service rate scheduling time period, a mandatory scheduling time period, and a supplementary scheduling time period:
Figure imgf000012_0001
Figure imgf000012_0002
Figure imgf000012_0001
Figure imgf000012_0002
其关于各个调度时间 X、 Υ、 Ζ段的具体转换关系为: The specific conversion relationship of each scheduling time X, Υ, and Ζ is:
在 X阶段结束之前, 如果所有用户终端都得到满意服务(其判断的条件 可以如上述判断依据, 也可以是其它的判断依据) , 则结束 X阶段, 直接进 入 Ζ阶段。 那么, 本次调度周期内存在 X和 Ζ阶段, Υ阶段时间长度为 0。  Before the end of the X phase, if all the user terminals are satisfied with the service (the conditions for the judgment can be based on the above judgment, or other judgment basis), then the X phase is ended and the process proceeds directly to the Ζ phase. Then, there are X and Ζ phases in this scheduling period, and the length of the Υ phase is 0.
如果在 X阶段结束的时刻, 仍然有用户终端未得到满意服务, 则进入 Υ 阶段。  If at the end of the X phase, there is still a user terminal that is not satisfactorily serviced, then enter the Υ phase.
在 Υ阶段内:  In the Υ phase:
如果在调度周期结束之前, 所有用户终端都得到了满意服务, 则将结束 If all user terminals are satisfied with the service before the end of the scheduling period, it will end
Υ阶段, 进入 Ζ阶段。 那么本次调度周期内存在 X、 Υ和 Ζ三个阶段; In the Υ stage, enter the Ζ stage. Then there are three stages of X, Υ and Ζ in this scheduling period;
如果在调度周期结束时, 仍然存在用户终端未得到满意服务, 则 Υ阶段 持续到调度周期结束, 不进入 Ζ阶段。 那么本次周期内存在 X和 Υ阶段。  If, at the end of the scheduling period, the user terminal still does not receive satisfactory service, the Υ phase continues until the end of the scheduling period, and does not enter the Ζ phase. Then there are X and Υ phases in this cycle.
为了便于本领域技术人员的理解, 下面举一个具体实例:  In order to facilitate the understanding of those skilled in the art, a specific example is given below:
若 X、 Y、 Ze [0, 100], 分别代表每个调度时间段所占调度周期的比例。 对于 X、 Υ、 Ζ值的确定, 可以根据系统的仿真结果得到。  If X, Y, Ze [0, 100], respectively represent the proportion of the scheduling period occupied by each scheduling period. The determination of the X, Υ, and Ζ values can be obtained based on the simulation results of the system.
对于 X值, 从 0到 100, 用网络仿真软件分别进行仿真, 分析仿真结果, 当用户满意度和系统吞吐量都达到最大值时对应的 X取值为 X 的最大值 For the X value, from 0 to 100, the simulation is performed separately by the network simulation software, and the simulation result is analyzed. When the user satisfaction and the system throughput reach the maximum value, the corresponding X value is the maximum value of X.
X_max, 也是较佳取值„ X_max, which is also a preferred value „
( X— max % x调度周期)为 X时间段的时长, ( Y— max % x调度周期)为 Y 时间段的时长。  (X—max % x scheduling period) is the duration of the X period, (Y—max % x scheduling period) is the duration of the Y period.
步驟 42: 在每个 TTI (即本实施例的调整周期)判断用户终端是否满意, 并将得到满意服务的用户终端放入低优先队列,将没有得到满意服务的用户终 端放入高优先级队列; 在每个 ΤΉ中, 将用户终端已经得到的实际传输速率是否大于等于 GBR 作为判断用户终端得到满意服务的依据。 Step 42: Determine whether the user terminal is satisfied in each TTI (ie, the adjustment period of this embodiment), and put the user terminal that is satisfied with the service into the low priority queue, and put the user terminal that does not receive the satisfactory service into the high priority queue. ; In each case, whether the actual transmission rate that the user terminal has obtained is greater than or equal to GBR is used as a basis for determining that the user terminal is satisfied with the service.
可以理解的是, 判断用户终端是否得到满意服务,还可以根据是其他判断 标准, 比如: 用户终端已经发送的数据量是否大于等于 GBR与调度周期的乘 积; 或者是否满足以下条件, 在调度周期结束点, 如果所述用户终端在当前调 度周期已经被调度的数据量没有达到 GBR与调度周期的乘积, 但是该用户在 待传输緩存队列中已经没有数据; 或, 在调度周期结束点, 如果用户终端得到 的实际传输速率没有达到 GBR, 但是该用户在待传输緩存队列中已经没有数 据。  It can be understood that determining whether the user terminal is satisfied with the service may also be based on other criteria, such as: whether the amount of data that has been sent by the user terminal is greater than or equal to the product of the GBR and the scheduling period; or whether the following conditions are met, and the scheduling period ends. Point, if the amount of data that the user terminal has been scheduled in the current scheduling period does not reach the product of the GBR and the scheduling period, but the user has no data in the buffer queue to be transmitted; or, at the end of the scheduling period, if the user terminal The actual transmission rate obtained does not reach GBR, but the user has no data in the buffer queue to be transmitted.
在步骤 43: 根据该调整周期所处的调度时间段, 在每个优先级队列中, 选择适合的排队依据, 对每个用户终端进行优先级排队;  In step 43: according to the scheduling time period in which the adjustment period is located, in each priority queue, selecting a suitable queuing basis, and prioritizing each user terminal;
具体为: 在业务速率调度时间段, 选用最大载干比调度算法和 /或比例公 平调度算法对用户终端进行优先级排队; 在强制调度时间段,按照调度优先级 指示(SPI, Schedule Priority Indicator )对用户终端进行优先級排队。 若调整 周期处于补充调度时间段,则采用轮循算法或正比公平算法对每个用户终端进 行优先级排队。  Specifically, in the service rate scheduling period, the maximum carrier-to-interference ratio scheduling algorithm and/or the proportional fair scheduling algorithm are used to prioritize the user terminal; in the mandatory scheduling period, according to the scheduling priority indicator (SPI, Schedule Priority Indicator) Prioritize the user terminals. If the adjustment period is in the supplementary scheduling period, each user terminal is prioritized by a round robin algorithm or a proportional fair algorithm.
在步骤 44: 在下一个调整周期, 根据上一个调整周期优先级排队的结果, 从高到低的顺序, 依次调度高优先级队列中的用户终端数据, 直到 HSDPA资 源用尽。  In step 44: in the next adjustment period, according to the result of the prior adjustment period priority queuing, the user terminal data in the high priority queue is sequentially scheduled from high to low until the HSDPA resources are exhausted.
在该步骤中 , 如果高优先级队列中的用户终端数据已调度完, 而 HSDPA 资源仍有剩余, 则依次调度低优先级队列中的用户终端数据。  In this step, if the user terminal data in the high priority queue has been scheduled, and the HSDPA resource remains, the user terminal data in the low priority queue is sequentially scheduled.
下面具体说明各时间段的转换关系, 以及对应各调度时间段的算法。  The conversion relationship of each time period and the algorithm corresponding to each scheduling time period are specifically described below.
在 X时间段的最后一个 TTI到达之前, 判断各用户在该调度周期内是否 得到满意服务, 判断依据可以是前述的判断标准之一, 简便起见, 以下以用户 终端得到的实际传输速率是否达到 GBR为例进行描述。 对在该周期内所得到 的实际传输速率已达到 GBR的用户终端, 放入低优先级队列; 对在该周期内 所得到的实际传输速率未达到 GBR的用户终端, 放入高优先级队列, 优先进 行调度。 而在 X调度时间段, 可以采用的调度算法为: MA C/I调度算法和 / 或 PF调度算法。 在 X时间段的最后一个 TTI到达时, 判断是否仍有用户终端 在该调度周期内所得到的实际传输速率未达到 GBR, 即, 是否所有用户终端 均得到满意服务。 如果在 X时间段的最后一个 ΤΉ到达时, 仍有用户终端在 该调度周期内所得到的实际传输速率未达到 GBR, X时间段结束, 进入 Y调 度时间段, 在 Y调度时间段, 对这些传输速率未达到 GBR的用户终端, 在优 先级队列中, 按照 SPI进行调度, 直到所有用户终端在该周期内所得到的传输 速率都达到 GBR, Y时间段结束。 相应的, 如果在 X时间段的最后一个 TTI 到达之前, 所有用户在该周期内所得到的实际传输速率都达到 GBR, X时间 段提前结束, 不进入 Y时间段。 Before the last TTI of the X time period arrives, it is judged whether each user is satisfied with the service during the scheduling period, and the judgment basis may be one of the foregoing judgment criteria. For simplicity, whether the actual transmission rate obtained by the user terminal reaches the GBR is as follows. For an example, describe it. The user terminal that has reached the GBR in the actual transmission rate in the period is placed in the low priority queue; and the user terminal that does not reach the GBR in the actual transmission rate obtained in the period is placed in the high priority queue. Priority is given to scheduling. In the X scheduling period, the scheduling algorithm that can be used is: MA C/I scheduling algorithm and / Or PF scheduling algorithm. When the last TTI of the X time period arrives, it is judged whether the actual transmission rate obtained by the user terminal in the scheduling period does not reach the GBR, that is, whether all the user terminals are satisfied with the service. If the last transmission time of the X time period arrives, the actual transmission rate obtained by the user terminal in the scheduling period does not reach the GBR, the X time period ends, and the Y scheduling time period is entered, and in the Y scheduling time period, these are The user terminal whose transmission rate does not reach the GBR is scheduled according to the SPI in the priority queue until the transmission rate obtained by all the user terminals in the period reaches the GBR, and the Y period ends. Correspondingly, if the actual transmission rate obtained by all users in the period reaches GBR before the last TTI of the X period arrives, the X period ends prematurely and does not enter the Y period.
较佳地, 如果所有用户终端所得到的实际传输速率达到 GBR后, 该调度 周期仍然未结束, 则可以进入补充调度时间段(即 Z阶段, 该时间段长度为所 有用户终端得到的实际传输速率均达到 GBR后, 调度周期的剩余时间资源), 采用轮循算法 Round Robin或正比公平 Porportional Fair调度算法, 将剩余的 时间资源再次分配给所有用户终端。  Preferably, if the actual transmission rate obtained by all the user terminals reaches the GBR, and the scheduling period is still not completed, the supplementary scheduling time period (ie, the Z phase, which is the actual transmission rate obtained by all the user terminals, may be entered. After the GBR is reached, the remaining time resources of the scheduling period, the round robin algorithm Round Robin or the proportional fair Porportional fair scheduling algorithm is used to allocate the remaining time resources to all user terminals.
而且, 上述方案的 X调度时间段, 有一个最大值 X— max, 可以调整。 在 调度周期结束时刻, 判断是否存在不满意的用户。 如果存在, 说明对高优先级 用户所预留的强制调度时间段不够, 那么在下一个调度周期需要减小 X阶段 的时间长度, 即将 X— max减小一个步长; 如果不存在不满意的用户, 且本调 度周期包含了丫阶段, 那么在下一个调度周期将 X阶段增大, 即将 X— max增 加一个步长。 其他情况下, X阶段的长度保持不变。  Moreover, the X scheduling time period of the above scheme has a maximum value X - max, which can be adjusted. At the end of the scheduling period, it is determined whether there is an unsatisfactory user. If it exists, it indicates that the forced scheduling time period reserved for the high-priority user is insufficient. Then, the next scheduling period needs to reduce the length of the X-phase, that is, X-max is reduced by one step; if there is no unsatisfactory user , and the scheduling period includes the 丫 phase, then the X phase is increased in the next scheduling cycle, that is, X-max is increased by one step. In other cases, the length of the X phase remains the same.
表 2为每个调度时间段所采用的调度算法、其针对的用户以及对目的的说 明。值得说明的是, 判断用户终端是否得到满意服务可以是多种标准, 下表中 以用户终端得到的实际传输速率是否得到 GBR为例进行说明, 但不限于此: 表 2各调度时间段的调度算法说明表  Table 2 shows the scheduling algorithm used for each scheduling period, the users it targets, and a description of the purpose. It is to be noted that determining whether the user terminal is satisfied with the service may be a plurality of standards. In the following table, whether the actual transmission rate obtained by the user terminal is obtained by using the GBR is described as an example, but is not limited thereto: Table 2 Scheduling of each scheduling time period Algorithm description table
时间段 调度算法 针对的用户 目的  Time period scheduling algorithm targeted user
X 业务速率 可以选择的算法有: MAX C/I 实际传输速 )W GBR的用户 言 调度时间 调度算法、 PF调度算法 率 未达到 道环破 青况下多发送 段 GBR的用户 麵, 时间资源溯率 Y 强制调度 对未满足 GBR的用户按照调 实际传输速 本时间段主要考虑用 时间段 度优先级指示(SPI )对用户 率 未达到 户优先级, 满足差异化 终端进行调度 GBR的用户 服务需求 z 补充调度 将剩余的时间资源公平再次 实际传输速 本时间段是分配多余 时间段 分配给所有用户, 采用的调 率 已 达到 的时间资源, 需要考虑 度算法可以使用 Round GBR的用户 信道环境和优先用户 Robin, Porport ional Fair 级 如表 2所表明 , 本发明实施例针对传输速率未达到 GBR的用户, 在 X时 间段, 即业务速率调整时间段, 对用户终端按照较高效率的算法进行调度, 可 以选择的算法有: MAX C/I调度算法、 PF调度算法, 达到使所有带 GBR的用 户先在信道环境变好的情况下多发送数据, 提高时间资源利用率的目的; The X traffic rate can be selected by the following algorithms: MAX C/I actual transmission speed) W GBR user scheduling time scheduling algorithm, PF scheduling algorithm rate does not reach the user plane of the multi-send GBR under the condition of the ring-breaking, time resource trace rate Y Forced scheduling for users who do not meet GBR according to the actual transmission speed. The time period priority indication (SPI) is used to determine the user rate does not reach the household priority, and meet the user service requirements of the differentiated terminal to schedule GBR. The supplementary scheduling will balance the remaining time resources. The actual transmission time period is the allocation of the redundant time period to all users. The adopted time rate has been reached. The user needs to consider the degree of the user channel environment and priority users. As shown in Table 2, the embodiment of the present invention is directed to a user whose transmission rate does not reach the GBR, and the user terminal is scheduled according to a higher efficiency algorithm in the X time period, that is, the service rate adjustment time period. The selected algorithms are: MAX C/I scheduling algorithm, PF scheduling algorithm, so that all users with GBR first send more data when the channel environment becomes better, and improve the utilization of time resources;
针对传输速率未达到 GBR的用户, 在 Y时间段, 即强制调度时间段, 对 在 X时间段结束时仍有未满足 GBR的用户终端按照调度优先级指示(SPI ) 对其进行调。本步骤考虑到用户终端的调度优先级, 满足差异化服务需求的目 的;  For users whose transmission rate does not reach GBR, in the Y time period, that is, the mandatory scheduling time period, the user terminal that still has not satisfied GBR at the end of the X time period is adjusted according to the scheduling priority indication (SPI). This step takes into account the scheduling priority of the user terminal and meets the requirements of the differentiated service requirements;
若所有用户终端的传输速率都已达到 GBR, 得到满意服务, 则进入 Z时 间段,即补充调度时间段,将剩余的时间资源再次分配给所有需要的用户终端, 采用的调度算法可以使用 Round Robin或 Porportional Fair,达到分配多余时间 资源的目的, 避免了时间资源浪费。  If the transmission rate of all user terminals has reached the GBR and the service is satisfactory, enter the Z time segment, that is, the supplementary scheduling time period, and allocate the remaining time resources to all required user terminals again. The scheduling algorithm used can use Round Robin. Or the Porportional Fair, to achieve the purpose of allocating redundant time resources, avoiding wasted time resources.
进一步, 在 X时间段, 如果采用 MAX C/I调度算法, 虽然可以得到最大 的时间资源利用率, 但是不能对小数据量业务进行及时调度, 而 PF调度算法 就能够很及时地调度小数据量业务, 但是在时间资源利于效率方面可能低于 MAX C/I算法。 因此, 可以将 X时间段再划分为两个时间段, 划分的依据是 使得到满意服务的用户数量和小数据量业务的响应时间这两个系统指标都达 到综合性能最优, 这两个时间段分别是: (1 )最大载干比调度时间段, (2 )比 例公平调度时间段。在这两个时间段分别采用 MAX C/I调度算法和 PF调度算 法分别进行时间资源调度。 本实施例充分考虑了用户保证比特速率需求,当用户终端已经得到满意的 服务后, 则将得到满意的用户终端放到低优先队列中, 当用户终端没有得到满 意的服务时, 则将该用户终端放到高优先队列中。 之后, 由于每个调度周期划 分为更小的调度时间段,在调度时间段内采用有针对性的调度算法,使得更多 数量的用户在调度周期内尽量得到保证比特速率, 从而得到提高了用户满意 度。 Further, in the X time period, if the MAX C/I scheduling algorithm is used, although the maximum time resource utilization can be obtained, the small data volume service cannot be scheduled in time, and the PF scheduling algorithm can schedule small data volumes in a timely manner. Business, but may be lower than the MAX C/I algorithm in terms of time resources for efficiency. Therefore, the X time period can be further divided into two time segments, and the basis of the division is that the two system indicators of the number of users satisfying the service and the response time of the small data volume service achieve the optimal performance, the two times. The segments are: (1) the maximum carrier-to-interference ratio scheduling period, and (2) the proportional fair scheduling period. In these two time periods, the MAX C/I scheduling algorithm and the PF scheduling algorithm are respectively used for time resource scheduling. In this embodiment, the user guarantees the bit rate requirement. When the user terminal has obtained a satisfactory service, the user terminal is put into the low priority queue. When the user terminal does not get the satisfactory service, the user is used. The terminal is placed in the high priority queue. After that, each scheduling period is divided into smaller scheduling time segments, and a targeted scheduling algorithm is adopted in the scheduling time period, so that a larger number of users obtain the guaranteed bit rate in the scheduling period, thereby improving the user. Satisfaction.
此外,本发明实施例还提供一种通信系统的调度装置,其结构示意图如图 5所示, 所述装置包括: 判断单元 52、 调整单元 53和调度单元 54。 其中, 所 述判断单元 52, 用于在预设的调度周期内, 判断用户终端是否得到满意服务; 所述调整单元 53, 用于根据所述判断单元 52的判断结果, 将所述用户终端放 入不同的优先级队列, 若判断结果为是, 将所述用户终端放入低优先级队列, 若判断结果为否, 则将所述用户终端放入高优先級队列; 所述调度单元 54, 用于对所述优先级队列中的用户终端数据进行调度。  In addition, an embodiment of the present invention further provides a scheduling apparatus for a communication system, and a schematic structural diagram thereof is shown in FIG. 5. The apparatus includes: a determining unit 52, an adjusting unit 53, and a scheduling unit 54. The determining unit 52 is configured to determine, according to a determination result of the determining unit 52, the user terminal, Entering a different priority queue, if the determination result is yes, placing the user terminal into a low priority queue, and if the determination result is no, placing the user terminal into a high priority queue; the scheduling unit 54, Used to schedule user terminal data in the priority queue.
请参阅图 6, 为图 5所述装置的一种实施例。 所述装置在包括图 5中所述 单元外(图 6中, 判断单元标号为 62, 调整单元标号为 53 , 调度单元标号为 54 ), 还可以包括: 周期划分单元 61。 所述周期划分单元 61用于将调度时间 划分为多个所述调度周期, 以及将所述调度周期划分为多个调整周期, 所述调 整周期以 ΤΉ为单位 , 包括一个或多个 TTI;  Please refer to FIG. 6, which is an embodiment of the apparatus of FIG. The apparatus includes the unit defined in FIG. 5 (in FIG. 6, the judgment unit number is 62, the adjustment unit number is 53, and the scheduling unit number is 54), and may further include: a period dividing unit 61. The period dividing unit 61 is configured to divide the scheduling time into a plurality of the scheduling periods, and divide the scheduling period into multiple adjustment periods, where the adjustment period is in units of ,, including one or more TTIs;
判断单元 62的功能具体可以有多种实现方式, 下面是其方式之一: 判断 单元 62包括数据量判断子单元 621 , 用于在每一个所述调整周期, 根据所述 用户终端在当前调度周期已经被调度的数据量是否大于等于 GBR与调度周期 的乘积来判断所述用户终端是否得到满意服务,并将判断的结果发送给调整单 元 63。 也就是说, 在每一个所述调整周期内, 所述调整单元 63根据所述数据 量判断子单元 621的判断结果,调整所述用户终端的调度优先级, 若判断结果 为是, 降低所述用户终端的调度优先级, 将所述用户终端放入低优先级队列, 若判断结果为否, 则提高所述用户终端的调度优先级,将所述用户终端放入高 优先级队列; 所述调度单元 64, 用于对所述优先级队列中的用户终端数据进 行调度。  The function of the determining unit 62 may be specifically implemented in multiple manners. The following is one of the modes: The determining unit 62 includes a data amount determining sub-unit 621, configured to perform the current scheduling period according to the user terminal in each of the adjustment periods. Whether the amount of data that has been scheduled is greater than or equal to the product of the GBR and the scheduling period to determine whether the user terminal is satisfied with the service, and sends the result of the determination to the adjusting unit 63. That is, in each of the adjustment periods, the adjusting unit 63 adjusts the scheduling priority of the user terminal according to the determination result of the data amount determining sub-unit 621, and if the determination result is yes, lowers the The scheduling priority of the user terminal, the user terminal is placed in the low priority queue, and if the determination result is no, the scheduling priority of the user terminal is increased, and the user terminal is placed in the high priority queue; The scheduling unit 64 is configured to schedule user terminal data in the priority queue.
在以上方案中, 调度单元 64还可以进一步包括: 排队子单元 641、 调度 子单元 642和算法选择子单元 643。 其中, 所述排队子单元 641, 用于对每个 优先级队列中的用户终端进行优先级排队; 所述调度子单元 642, 用于根据所 述排队子单元 641的排队结果, 依次调度所述优先级队列中的用户终端数据。 所述算法选择子单元 643, 用于选择对用户终端进行优先级排队时所采用的依 据。 对每个用户终端进行优先级排队的依据为: 最大载干比算法、 轮循算法、 正比公平算法、 等待时间长短或用户终端得到的传输速率比例。 In the above solution, the scheduling unit 64 may further include: a queuing subunit 641, scheduling Subunit 642 and algorithm selection subunit 643. The queuing sub-unit 641 is configured to perform priority queuing for the user terminals in each priority queue. The scheduling sub-unit 642 is configured to sequentially schedule the queuing results according to the queuing sub-unit 641. User terminal data in the priority queue. The algorithm selection sub-unit 643 is configured to select a basis used for priority queuing of the user terminal. The priority queuing for each user terminal is based on: maximum carrier-to-interference ratio algorithm, round-robin algorithm, proportional fairness algorithm, length of waiting time, or ratio of transmission rate obtained by the user terminal.
需要指出的是, 调度单元 64对优先级队列中的用户终端数据进行调度, 使用的是上一个调整周期的判断结果。 即, 在一个调整周期内, 进行判断、 放 入不同优先级队列,排队子单元 641对用户终端进行优先级排队, 然后调度子 单元 642在下一个调度周期,根据排队结果进行调度。之后重复以上功能动作。  It should be noted that the scheduling unit 64 schedules the user terminal data in the priority queue, and uses the judgment result of the previous adjustment period. That is, in one adjustment period, the judgment and the different priority queues are performed, the queuing sub-unit 641 performs priority queuing on the user terminal, and then the scheduling sub-unit 642 performs scheduling according to the queuing result in the next scheduling period. Then repeat the above function actions.
在这种实现方式下, 该调度装置还包括数据量更新单元 65, 用于在所述 调度单元 63对所述用户终端的数据进行调度后, 更新所述用户终端在当前调 度周期已经被调度的数据量。  In this implementation, the scheduling apparatus further includes a data volume updating unit 65, configured to update, after the scheduling unit 63, the data of the user terminal, that the user terminal has been scheduled in a current scheduling period. The amount of data.
判断单元 62的功能可以采用另外的方式。 比如, 判断单元 62可以包括: 计算子单元和 GBR判断子单元。 所述计算子单元, 用于在每一个所述调整周 期内, 计算当前调度周期内用户终端已经得到的实际传输速率; 所述 GBR判 断子单元, 用于才艮据所述计算子单元的计算结果, 判断所述实际传输速率是否 大于等于 GBR, 并将判断的结果发送给调整单元。 在此方案中, 调整单元, 根据 GBR判断子单元的判断结果, 调整所述用户终端的调度优先级, 若判断 结果为是, 降低所述用户终端的调度优先级,将所述用户终端放入低优先级队 列, 若判断结果为否, 则提高所述用户终端的调度优先级, 将所述用户终端放 入高优先级队列; 调度单元, 用于对优先级队列中的用户终端数据进行调度。  The function of the judging unit 62 can take another form. For example, the judging unit 62 may include: a calculating subunit and a GBR judging subunit. The calculating subunit is configured to calculate an actual transmission rate that has been obtained by the user terminal in the current scheduling period in each of the adjustment periods; and the GBR determining subunit is configured to calculate according to the calculating subunit As a result, it is judged whether the actual transmission rate is greater than or equal to GBR, and the result of the determination is sent to the adjustment unit. In this solution, the adjusting unit adjusts the scheduling priority of the user terminal according to the judgment result of the GBR determining subunit, and if the judgment result is yes, lowers the scheduling priority of the user terminal, and places the user terminal into If the result of the determination is no, the scheduling priority of the user terminal is increased, and the user terminal is placed in a high priority queue. The scheduling unit is configured to schedule user terminal data in the priority queue. .
判断单元 62的功能可以采用第三种方式。 所述判断单元也可以包括缓存 判断子单元, 用于在每一个所述调整周期内,判断所述用户终端在待传输缓存 队列用户终端是否有数据, 并将判断结果发送给调整单元。 在此方案中, 调整 单元,根据所述緩存判断子单元的判断结果,调整所述用户终端的调度优先级, 若判断结果为是, 降低所述用户终端的调度优先级, 若判断结杲为否, 则提高 所述用户终端的调度优先级; 所述调度单元, 用于对所述调整单元调整过优先 級的所述用户终端的数据进行调度。 The function of the judging unit 62 can adopt the third mode. The determining unit may further include a buffer determining subunit, configured to determine, in each of the adjustment periods, whether the user terminal has data in the buffer queue user terminal to be transmitted, and send the determination result to the adjusting unit. In this solution, the adjusting unit adjusts the scheduling priority of the user terminal according to the judgment result of the buffer judging subunit, and if the judgment result is yes, the scheduling priority of the user terminal is lowered, and if the judging result is No, the scheduling priority of the user terminal is increased; the scheduling unit is configured to adjust the priority of the adjusting unit. The data of the user terminal of the level is scheduled.
同样的, 在第二和第三种方式中, 也是在一个调整周期内, 进行判断、 放 入不同优先级队列, 排队子单元对用户终端进行优先级排队, 然后调度子单元 在下一个调度周期, 根据排队结果进行调度。 之后重复以上功能动作。  Similarly, in the second and third modes, in an adjustment period, the judgment is performed and placed in different priority queues, the queuing subunits prioritize the user terminals, and then the subunits are scheduled in the next scheduling period. Scheduling based on the queuing results. Then repeat the above function actions.
进一步的, 周期划分单元 61还可以包括: 时间段划分子单元 611 , 用于 将所述调度周期划分为业务速率调度时间段、强制调度时间段和补充调度时间 段,每个所述调整周期对应业务速率调整时间段、 强制调度时间段或补充调度 时间段。在这种方案中, 算法选择子单元 643根据调整周期对应的不同调度时 间段, 选择合适的排队依据。 业务速率调整时间段时, 选择最大载干比调度算 法和 /或比例公平调度算法; 当所述调整周期对应业务速率调整时间段时, 指 示所述调度单元按照调度优先级指示对用户终端进行调度;当所述调整周期对 应补充调度时间段时, 选择轮循算法或正比公平算法。  Further, the period dividing unit 61 may further include: a time segment dividing subunit 611, configured to divide the scheduling period into a service rate scheduling time period, a mandatory scheduling time period, and a supplementary scheduling time period, where each of the adjustment periods corresponds to Service rate adjustment time period, forced scheduling time period, or supplementary scheduling time period. In this scheme, the algorithm selection sub-unit 643 selects an appropriate queuing basis according to different scheduling time periods corresponding to the adjustment period. When the service rate is adjusted, the maximum carrier-to-interference ratio scheduling algorithm and/or the proportional fair scheduling algorithm are selected. When the adjustment period corresponds to the service rate adjustment period, the scheduling unit is instructed to schedule the user terminal according to the scheduling priority indication. When the adjustment period corresponds to the supplementary scheduling time period, a round robin algorithm or a proportional fair algorithm is selected.
而且, 上述方案的业务速率调度时间段, 有一个最大值 X_max, 可以调 整。 该装置可以包括时间段调整单元, 来完成其调整功能。 在调度周期结束时 刻, 判断是否存在不满意的用户。 如果存在, 说明对高优先级用户所预留的强 制调度时间段不够,那么在下一个调度周期需要减小业务速率调度时间段的时 间长度, 即将 X— max减小一个步长; 如果不存在不满意的用户, 且本调度周 期包含了强制调度时间段,那么在下一个调度周期将 X阶段增大,即将 X— max 增加一个步长。 其他情况下, X阶段的长度保持不变。  Moreover, the service rate scheduling period of the above solution has a maximum value X_max, which can be adjusted. The apparatus may include a time period adjustment unit to perform its adjustment function. At the end of the scheduling period, it is determined whether there is an unsatisfactory user. If it exists, it indicates that the mandatory scheduling period reserved for the high-priority user is insufficient. In the next scheduling period, the time length of the service rate scheduling period needs to be reduced, that is, X-max is reduced by one step; if not, Satisfied user, and this scheduling period includes the forced scheduling time period, then the X phase is increased in the next scheduling period, that is, X-max is increased by one step. In other cases, the length of the X phase remains the same.
优选的, 所述判断单元也可以包括: 数据量判断子单元、 GBR判断子单 元和緩存判断子单元, 其具体的功能和作用如前所述, 在此不再赘述。  Preferably, the determining unit may further include: a data amount determining subunit, a GBR judging subunit, and a buffer judging subunit, and the specific functions and functions thereof are as described above, and are not described herein again.
综上所述,依照本发明实施例所述通信系统的调度方法和装置,在预设的 调度周期内, 当用户终端已经得到满意的服务时, 则降低该用户终端的调度优 先级, 放入低优先级队列, 当用户终端没有得到满意的服务时, 则提高该用户 终端的调度优先级, 放入高优先级队列。 然后才艮据相应算法(例如, 最大载干 比算法、 轮循算法、 正比公平算法、 等待时间长短算法、 得到的速率比例算法 或者其他排序算法)为用户终端分配调度机会。这样就可以将剩余的资源分配 给其他更需要调度的用户终端,从而增加系统中整体得到满意服务的用户终端 的数目, 提高用户满意度。 In summary, the scheduling method and apparatus of the communication system according to the embodiment of the present invention reduces the scheduling priority of the user terminal when the user terminal has received a satisfactory service in a preset scheduling period. The low priority queue, when the user terminal does not get satisfactory service, increases the scheduling priority of the user terminal and puts it into the high priority queue. The user terminal is then assigned a scheduling opportunity according to a corresponding algorithm (eg, maximum carrier-to-interference ratio algorithm, round-robin algorithm, proportional fairness algorithm, latency algorithm, resulting rate scaling algorithm, or other ranking algorithm). In this way, the remaining resources can be allocated to other user terminals that need to be scheduled, thereby increasing the overall user terminal in the system that is satisfactorily served. The number of users that increase user satisfaction.
进一步的,可以将调度周期分为更小的调度时间段, 而在不同的调度时间 段内采用有针对性的调度算法,使得更多数量的用户在调度周期内尽量得到满 意服务, 从而提高用户满意度。  Further, the scheduling period can be divided into smaller scheduling time segments, and a targeted scheduling algorithm is adopted in different scheduling time periods, so that a larger number of users can get satisfactory services in the scheduling period, thereby improving users. Satisfaction.
以上描述是方便本领域普通技术人员理解本发明,对本发明实施例所进行 的详细描述,但可以想到,在不脱离本发明的权利要求所涵盖的范围内还可以 做出其它的变化和修改, 这些变化和修改均在本发明的保护范围内。  The above description is a detailed description of the embodiments of the present invention, and it is contemplated that other changes and modifications may be made without departing from the scope of the invention. These variations and modifications are within the scope of the invention.

Claims

权 利 要 求 Rights request
1、 一种通信系统的调度方法, 其特征在于, 包括步骤: A method for scheduling a communication system, comprising the steps of:
在预设的调度周期内, 判断用户终端是否得到满意服务;  Determining whether the user terminal is satisfied with the service within a preset scheduling period;
若是, 将所述用户终端放入低优先级队列; 否则, 将所述用户终端放入高 优先级队列;  If yes, placing the user terminal into a low priority queue; otherwise, placing the user terminal into a high priority queue;
调度所述优先级队列中的用户终端数据。  User terminal data in the priority queue is scheduled.
2、 如权利要求 1所述的通信系统的调度方法, 其特征在于, 所述调度周 期包括多个传输时间间隔 TTI, 一个或若干个 TTI作为一个调整周期。  2. The scheduling method of a communication system according to claim 1, wherein the scheduling period comprises a plurality of transmission time intervals TTI, and one or several TTIs are used as one adjustment period.
3、 如权利要求 2所述的通信系统的调度方法, 其特征在于, 根据所述用 户终端在当前调度周期已经被调度的数据量是否大于等于保证比特速率 GBR 与调度周期的乘积来判断所述用户终端是否得到满意服务;  The method for scheduling a communication system according to claim 2, wherein the determining whether the amount of data that has been scheduled by the user terminal in the current scheduling period is greater than or equal to a product of the guaranteed bit rate GBR and the scheduling period Whether the user terminal is satisfied with the service;
在每一个所述调整周期内, 包括以下步骤:  In each of the adjustment cycles, the following steps are included:
判断所述用户终端在当前调度周期已经被调度的数据量是否大于等于保 证比特速率 GBR与调度周期的乘积, 若是, 将所述用户终端放入低优先级队 列, 否则, 将所述用户终端放入高优先级队列;  Determining whether the amount of data that has been scheduled by the user terminal in the current scheduling period is greater than or equal to the product of the guaranteed bit rate GBR and the scheduling period, and if so, placing the user terminal into a low priority queue; otherwise, placing the user terminal Enter the high priority queue;
在每个优先级队列中, 对每个用户终端进行优先级排队;  Priority queuing is performed for each user terminal in each priority queue;
在下一个所述调整周期,根据所述优先级排队的结果,依次调度所述优先 级队列中的用户终端数据;  In the next adjustment period, sequentially scheduling user terminal data in the priority queue according to the result of the priority queuing;
更新所述用户终端在当前调度周期已经被调度的数据量。  The amount of data that the user terminal has been scheduled in the current scheduling period is updated.
4、 如权利要求 3所述的通信系统的调度方法, 其特征在于, 在每一个所 述调度周期内的第一个 TTI,将所述用户终端在该调度周期中已经被调度的数 据量设置为 0。  The scheduling method of the communication system according to claim 3, wherein in the first TTI in each of the scheduling periods, the amount of data that the user terminal has been scheduled in the scheduling period is set. Is 0.
5、 如权利要求 2所述的通信系统的调度方法, 其特征在于, 根据用户终 端得到的实际传输速率是否大于等于 GBR来判断用户终端是否得到满意服 务;  The method for scheduling a communication system according to claim 2, wherein determining whether the user terminal is satisfactory according to whether the actual transmission rate obtained by the user terminal is greater than or equal to GBR;
在每一个所述调整周期内, 包括以下步骤:  In each of the adjustment cycles, the following steps are included:
计算当前调度周期内用户终端已经得到的实际传输速率;  Calculating the actual transmission rate that the user terminal has obtained during the current scheduling period;
判断所述实际传输速率否大于等于 GBR, 若是, 将所述用户终端放入低 优先级队列, 否则, 将所述用户终端放入高优先级队列; Determining whether the actual transmission rate is greater than or equal to GBR, and if so, placing the user terminal into a low Priority queue, otherwise, the user terminal is placed in a high priority queue;
在每个优先级队列中, 对每个用户终端进行优先级排队;  Priority queuing is performed for each user terminal in each priority queue;
在下一个所述调整周期,根据所述优先级排队的结果,依次调度所述优先 级队列中的用户终端数据。  In the next adjustment period, the user terminal data in the priority queue is sequentially scheduled according to the result of the priority queuing.
6、 如权利要求 1所述的通信系统的调度方法, 其特征在于, 判断用户终 端得到满意服务的依据为: 在调度周期结束点, 如果所述用户终端在当前调度 周期已经被调度的数据量没有达到 GBR与调度周期的乘积, 但是该用户在待 传输緩存队列中已经没有数据;  The method for scheduling a communication system according to claim 1, wherein the basis for determining that the user terminal is satisfied with the service is: at the end of the scheduling period, if the user terminal has been scheduled in the current scheduling period The product of the GBR and the scheduling period is not reached, but the user has no data in the buffer queue to be transmitted;
该方法包括以下步骤:  The method includes the following steps:
在调度周期的结束点, 若满足所述判断依据, 则将所述用户终端放入低优 先级队列, 否则, 将所述用户终端放入高优先级队列。  At the end of the scheduling period, if the judgment basis is satisfied, the user terminal is placed in a low priority queue, otherwise, the user terminal is placed in a high priority queue.
7、 如权利要求 3或 5所述的通信系统的调度方法, 其特征在于, 所述根 据所述优先级排队的结果,依次调度所述优先级队列中的用户终端数据的步骤 包括:  The method for scheduling a communication system according to claim 3 or 5, wherein the step of sequentially scheduling user terminal data in the priority queue according to the result of the priority queuing includes:
优先依次调度所述高优先级队列中的用户终端数据;  Priorityly scheduling user terminal data in the high priority queue in sequence;
若所述高优先级队列中的用户终端数据被调度完毕, 调度资源仍有剩余, 则依次调度所述低优先级队列中的用户终端数据。  If the user terminal data in the high priority queue is scheduled, and the scheduling resource remains, the user terminal data in the low priority queue is sequentially scheduled.
8、 如权利要求 3或 5所述的通信系统的调度方法, 其特征在于, 所述在 每个优先级队列中,对每个用户终端进行优先级排队的依据为: 最大载干比算 法、 轮循算法、 正比公平算法、 等待时间长短算法。  The scheduling method of the communication system according to claim 3 or 5, wherein the priority queuing for each user terminal in each priority queue is: a maximum carrier-to-interference ratio algorithm, Round-robin algorithm, proportional fair algorithm, latency algorithm.
9、 如权利要求 3或 5所述的通信系统的调度方法, 其特征在于, 所述调 度周期分为业务速率调度时间段和强制调度时间段,每个所述调整周期对应业 务速率调整时间段或强制调度时间段;  The scheduling method of the communication system according to claim 3 or 5, wherein the scheduling period is divided into a service rate scheduling time period and a mandatory scheduling time period, and each of the adjustment periods corresponds to a service rate adjustment time period. Or force the scheduling time period;
根据调整周期所处的调度时间段,在每个优先级队列中,对每个用户终端 进行优先级排队采用不同的依据 , 具体为:  According to the scheduling time period in which the adjustment period is located, in each priority queue, priority is given to each user terminal for different priority queuing, specifically:
在业务速率调度时间段, 选用最大载干比调度算法和 /或比例公平调度算 法对用户终端进行优先级排队;  During the service rate scheduling period, the maximum carrier-to-interference ratio scheduling algorithm and/or the proportional fair scheduling algorithm are used to prioritize the user terminals;
在强制调度时间段, 按照调度优先级指示对用户终端进行优先级排队。 During the forced scheduling period, the user terminal is prioritized according to the scheduling priority indication.
10、 如权利要求 9所述的通信系统的调度方法, 其特征在于, 所述调度周 期还包括: 补充调度时间段; The scheduling method of the communication system according to claim 9, wherein the scheduling period further comprises: a supplementary scheduling time period;
若所述调整周期处于补充调度时间段, 则在每个优先级队列中, 采用轮循 算法或正比公平算法对每个用户终端进行优先级排队。  If the adjustment period is in the supplementary scheduling period, in each priority queue, each user terminal is prioritized by a round robin algorithm or a proportional fair algorithm.
11、 如权利要求 10所述的通信系统的调度方法, 其特征在于, 所述业务 速率调度时间段、 强制调度时间段或补充调度时间段的转换过程为:  The method for scheduling a communication system according to claim 10, wherein the conversion process of the service rate scheduling time period, the forced scheduling time period, or the supplementary scheduling time period is:
在所述业务速率调度时间段结束前, 如果所有用户终端都得到满意服务, 则结束该调度时间段, 进入补充调度时间段;  Before the end of the service rate scheduling period, if all user terminals are satisfied with the service, the scheduling period is ended, and the supplementary scheduling time period is entered;
在所述业务速率调度时间段结束时,若还有用户终端未得到满意服务, 则 进入强制调度时间段; 若在所述强制调度时间段, 所述未得到满意服务的用户 终端均得到了满意服务, 则结束所述强制调度时间段, 进入补充调度时间段; 否则持续到该调度周期结束。  At the end of the service rate scheduling period, if the user terminal does not receive a satisfactory service, the forced scheduling period is entered; if the forced scheduling period, the user terminal that is not satisfied with the service is satisfied. The service ends the forced scheduling period and enters the supplementary scheduling period; otherwise, it continues until the scheduling period ends.
12、 如权利要求 9所述的通信系统的调度方法, 其特征在于, 所述业务速 率调度时间段分为最大载干比调度时间段和比例公平调度时间段;  The scheduling method of the communication system according to claim 9, wherein the service rate scheduling time period is divided into a maximum carrier-to-interference ratio scheduling period and a proportional fair scheduling period;
根据该调整周期所处的调度时间段,在每个优先级队列中,对每个用户终 端进行优先级排队采用不同的依据, 具体为:  According to the scheduling time period in which the adjustment period is located, in each priority queue, priority is given to each user terminal for different priority queuing, specifically:
在最大载干比调度时间段, 选用最大载干比调度算法和 /或比例公平调度 算法对用户终端进行优先级排队;  In the maximum carrier-to-interference ratio scheduling period, the maximum carrier-to-interference ratio scheduling algorithm and/or the proportional fair scheduling algorithm are used to prioritize the user terminals;
在比例公平调度时间段,选用比例公平调度算法对用户终端进行优先级排 队。  In the proportional fair scheduling period, the proportional fair scheduling algorithm is used to prioritize the user terminals.
13、 如权利要求 9所述的通信系统的调度方法, 其特征在于, 根据上一个 调度周期用户终端是否均得到满意服务的情况,调整下一个调度周期的不同调 度时间段的时间长度。  The method for scheduling a communication system according to claim 9, wherein the length of time of the different scheduling period of the next scheduling period is adjusted according to whether the user terminal is satisfied with the service in the previous scheduling period.
14、 一种通信系统的调度装置, 其特征在于, 包括:  14. A scheduling device for a communication system, comprising:
判断单元, 用于在预设的调度周期内, 判断用户终端是否得到满意服务; 调整单元, 用于根据所述判断单元的判断结果,将所述用户终端放入不同 的优先级队列, 若判断结果为是, 将所述用户终端放入低优先级队列 , 若判断 结果为否, 则将所述用户终端放入高优先级队列; 调度单元, 用于对所述优先级队列中的用户终端数据进行调度。a determining unit, configured to determine, in a preset scheduling period, whether the user terminal is satisfied with the service; the adjusting unit, configured to: put the user terminal into a different priority queue according to the judgment result of the determining unit, if The result is that the user terminal is placed in the low priority queue, and if the determination result is no, the user terminal is placed in the high priority queue; a scheduling unit, configured to schedule user terminal data in the priority queue.
15、 如权利要求 14所述的通信系统的调度装置, 其特征在于, 所述装置 还包括周期划分单元, 用于将调度时间划分为多个所述调度周期, 以及将所述 调度周期划分为多个调整周期,所述调整周期以 ΤΉ为单位, 包括一个或多个 TTL The scheduling apparatus of the communication system according to claim 14, wherein the apparatus further comprises a period dividing unit, configured to divide the scheduling time into a plurality of the scheduling periods, and divide the scheduling period into Multiple adjustment periods, in units of ,, including one or more TTLs
16、 如权利要求 15所述的通信系统的调度装置, 其特征在于, 所述判断 单元包括数据量判断子单元, 用于在每一个所述调整周期,根据所述用户终端 在当前调度周期已经被调度的数据量是否大于等于 GBR与调度周期的乘积来 判断所述用户终端是否得到满意服务, 并将判断的结果发送给所述调整单元。  The scheduling apparatus of the communication system according to claim 15, wherein the determining unit comprises a data amount determining subunit, configured to, according to the current scheduling period of the user terminal, in each of the adjustment periods Whether the amount of data to be scheduled is greater than or equal to the product of the GBR and the scheduling period to determine whether the user terminal is satisfied with the service, and the result of the determination is sent to the adjusting unit.
17、 如权利要求 16所述的通信系统的调度装置, 其特征在于, 所述装置 还包括数据量更新单元,用于在所述调度单元对所述用户终端的数据进行调度 后 , 更新所述用户终端在当前调度周期已经被调度的数据量。  The scheduling device of the communication system according to claim 16, wherein the device further includes a data amount updating unit, configured to update the data after the scheduling unit schedules data of the user terminal The amount of data that the user terminal has been scheduled in the current scheduling period.
18、 如权利要求 15所述的通信系统的调度装置, 其特征在于, 所述判断 单元包括:  The scheduling device of the communication system according to claim 15, wherein the determining unit comprises:
计算子单元, 用于在每一个所述调整周期内,计算当前调度周期内用户终 端已经得到的实际传输速率;  a calculating subunit, configured to calculate, during each of the adjustment periods, an actual transmission rate that has been obtained by the user terminal in the current scheduling period;
GBR判断子单元, 用于根据所述计算子单元的计算结果, 判断所述实际 传输速率是否大于等于 GBR, 并将判断的结果发送给所述调整单元。  The GBR judging subunit is configured to determine, according to the calculation result of the calculating subunit, whether the actual transmission rate is greater than or equal to GBR, and send the result of the judgment to the adjusting unit.
19、 如权利要求 15所述的通信系统的调度装置, 其特征在于, 所述判断 单元包括緩存判断子单元,用于在每一个所述调度周期结束点, 判断是否满足 以下条件: 所述用户终端在当前调度周期已经被调度的数据量没有达到 GBR 与调度周期的乘积,且该用户在待传输緩存队列中已经没有数据, 并将判断的 结果发送给所述调整单元。  The scheduling device of the communication system according to claim 15, wherein the determining unit comprises a cache determining subunit, configured to determine, at each end of the scheduling period, whether the following condition is met: The amount of data that has been scheduled by the terminal in the current scheduling period does not reach the product of the GBR and the scheduling period, and the user has no data in the buffer queue to be transmitted, and the result of the determination is sent to the adjustment unit.
20、 如权利要求 16、 18或 19所述的通信系统的调度装置, 其特征在于, 所述调度单元包括:  The scheduling device of the communication system according to claim 16, 18 or 19, wherein the scheduling unit comprises:
排队子单元, 用于对每个优先级队列中的用户终端进行优先级排队; 调度子单元, 用于根据上一个调整周期所述排队子单元的排队结果,依次 调度所述优先级队列中的用户终端数据。 a queuing sub-unit, configured to perform priority queuing for user terminals in each priority queue; a scheduling sub-unit, configured to sequentially schedule the queuing sub-units according to a queuing result of the queuing sub-unit in a previous adjustment period User terminal data.
21、 如权利要求 20所述的通信系统的调度装置, 其特征在于, 所述调度 单元还包括算法选择子单元,用于选择对所述用户终端进行优先级排队时所采 用的依据。 The scheduling apparatus of the communication system according to claim 20, wherein the scheduling unit further comprises an algorithm selection subunit for selecting a basis for use in prioritizing the user terminal.
22、 如权利要求 21所述的通信系统的调度装置, 其特征在于, 所述装置 还包括时间段划分子单元,  22. The scheduling apparatus of a communication system according to claim 21, wherein said apparatus further comprises a time division sub-unit,
所述时间段划分子单元, 用于将所述调度周期划分为业务速率调度时间 段、强制调度时间段和补充调度时间段,每个所述调整周期对应业务速率调整 时间段、 强制调度时间段或补充调度时间段;  The time segment dividing sub-unit is configured to divide the scheduling period into a service rate scheduling time segment, a mandatory scheduling time segment, and a supplementary scheduling time segment, where each of the adjustment periods corresponds to a service rate adjustment time period and a mandatory scheduling time segment. Or supplement the scheduling time period;
所述算法选择子单元, 用于当所述调整周期对应业务速率调整时间段时, 选择最大载干比调度算法和 /或比例公平调度算法; 当所述调整周期对应业务 速率调整时间段时,指示所述调度单元按照调度优先级指示对用户终端进行调 度; 当所述调整周期对应补充调度时间段时, 选择轮循算法或正比公平算法。  The algorithm selects a sub-unit, configured to select a maximum carrier-to-interference ratio scheduling algorithm and/or a proportional fair scheduling algorithm when the adjustment period corresponds to a service rate adjustment period; when the adjustment period corresponds to a service rate adjustment period, Instructing the scheduling unit to schedule the user terminal according to the scheduling priority indication; when the adjustment period corresponds to the supplementary scheduling time period, selecting a round robin algorithm or a proportional fair algorithm.
23、 如权利要求 22所述的通信系统的调度装置, 其特征在于, 所述装置 还包括时间段调整单元,用于根据上一个调度周期用户终端是否均得到满意服 务的情况, 调整下一个调度周期的不同调度时间段的时间长度。  The scheduling device of the communication system according to claim 22, wherein the device further comprises a time period adjusting unit, configured to adjust the next scheduling according to whether the user terminal is satisfied with the service in the previous scheduling period. The length of time for different scheduling periods of the period.
PCT/CN2007/001326 2006-04-21 2007-04-23 A scheduling method and apparatus in communication systems WO2007121674A1 (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9940471B2 (en) 2013-07-31 2018-04-10 Zte Corporation Virtual output queue authorization management method and device, and computer storage medium
CN113411811A (en) * 2021-05-27 2021-09-17 国网江苏省电力有限公司南京供电分公司 Bandwidth allocation method based on new user discovery mechanism and residual bandwidth dynamic scheduling

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1291395A (en) * 1998-02-18 2001-04-11 鲍尔·埃克斯有限公司 Scheduling means for data switching apparatus
US20040210619A1 (en) * 2003-04-15 2004-10-21 Krishna Balachandran Method for scheduling transmissions in communication systems
US20050052997A1 (en) * 2002-04-09 2005-03-10 Hector Montes Linares Packet scheduling of real time packet data

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1291395A (en) * 1998-02-18 2001-04-11 鲍尔·埃克斯有限公司 Scheduling means for data switching apparatus
US20050052997A1 (en) * 2002-04-09 2005-03-10 Hector Montes Linares Packet scheduling of real time packet data
US20040210619A1 (en) * 2003-04-15 2004-10-21 Krishna Balachandran Method for scheduling transmissions in communication systems

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9940471B2 (en) 2013-07-31 2018-04-10 Zte Corporation Virtual output queue authorization management method and device, and computer storage medium
CN113411811A (en) * 2021-05-27 2021-09-17 国网江苏省电力有限公司南京供电分公司 Bandwidth allocation method based on new user discovery mechanism and residual bandwidth dynamic scheduling
CN113411811B (en) * 2021-05-27 2022-11-04 国网江苏省电力有限公司南京供电分公司 Bandwidth allocation method based on new user discovery mechanism and residual bandwidth dynamic scheduling

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