CN107172659B - Method and device for resource allocation - Google Patents
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- H—ELECTRICITY
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- H04W72/00—Local resource management
- H04W72/04—Wireless resource allocation
- H04W72/044—Wireless resource allocation based on the type of the allocated resource
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Abstract
Description
技术领域technical field
本发明涉及移动通信技术领域,特别是涉及一种优化能量效率的方法及装置。The invention relates to the technical field of mobile communication, in particular to a method and device for optimizing energy efficiency.
背景技术Background technique
随着智能手机和可穿戴设备的迅速普及,无线网络的频谱效率和能量效率都亟待提升。与此同时,以BS(Base Station,基站)为中心的现有无线网络架构致使BS承受了太多的网络负载。D2D(Device-to-Device,终端直通)技术,允许相邻UE(User Equipment,用户)不通过BS直接传输数据,可以将网络负载从BS侧转移到UE侧,利用UE之间良好的信道特性,可以显著提高系统的频谱效率和能量效率,因而获得了长足的发展,被认为是5G移动网络中的关键技术之一。然而在蜂窝网络中引入DUE(D2D UE,D2D用户),必将导致更加复杂的电磁环境,甚至严重破坏系统性能。因此,设计合理有效的干扰管理方案显得尤为重要。With the rapid popularization of smartphones and wearable devices, the spectral efficiency and energy efficiency of wireless networks need to be improved urgently. At the same time, the existing wireless network architecture centered on a BS (Base Station, base station) causes the BS to bear too much network load. D2D (Device-to-Device, terminal direct connection) technology allows adjacent UEs (User Equipment, users) to directly transmit data without passing through the BS, and can transfer the network load from the BS side to the UE side, taking advantage of the good channel characteristics between UEs , can significantly improve the spectral efficiency and energy efficiency of the system, and thus has achieved considerable development, and is considered to be one of the key technologies in 5G mobile networks. However, the introduction of DUE (D2D UE, D2D user) in the cellular network will inevitably lead to a more complex electromagnetic environment, and even seriously damage the system performance. Therefore, it is particularly important to design a reasonable and effective interference management scheme.
截止到目前为止,国内外研究机构已经开展了大量的研究,然而大部分工作集中于提高系统的整体吞吐量,或保证CUE(Cellular UE,蜂窝用户)的服务质量,只有小部分工作致力于优化DUE的能量效率。而在后者中,现有算法或者计算复杂度过高,或者最终性能提升不明显,仍然存在进一步改进的空间。So far, domestic and foreign research institutions have carried out a lot of research, but most of the work focuses on improving the overall throughput of the system or ensuring the service quality of CUE (Cellular UE, cellular user), and only a small part of work is devoted to optimizing DUE energy efficiency. In the latter, the existing algorithms either have too high computational complexity, or the final performance improvement is not obvious, and there is still room for further improvement.
发明内容Contents of the invention
鉴于上述问题,提出了本发明实施例以便提供一种克服上述问题或者至少部分地解决上述问题的资源分配的方法及装置。In view of the above problems, embodiments of the present invention are proposed to provide a resource allocation method and device for overcoming the above problems or at least partially solving the above problems.
为了解决上述问题,本发明实施例公开了一种资源分配的方法,包括:获取待分配资源的D2D对以及当前可复用的频谱;针对待分配资源的D2D对遍历复用所述当前可复用的频谱,联合每个频谱中的CUE,获取每个频谱中D2D对可实现的最大能量效率值;根据每个频谱对应的最大能量效率值,为所述待分配资源的D2D对分配可复用的频谱。In order to solve the above problems, the embodiment of the present invention discloses a method for resource allocation, including: acquiring the D2D pairs of resources to be allocated and the current multiplexable frequency spectrum; traversing and multiplexing the current multiplexable combined with the CUE in each spectrum to obtain the maximum energy efficiency value that can be realized by D2D pairs in each spectrum; used spectrum.
进一步的,所述联合每个频谱中的CUE,获取每个频谱中D2D对可实现的最大能量效率值,包括:根据CUE的最小传输速率设置CUE的发射功率;获取第一能量效率值,根据所述第一能量效率值、所述CUE的发射功率、D2D对之间的信道增益以及D2D接收端与CUE之间的信道增益获取第一发射功率,所述第一发射功率为所述D2D发射端的发射功率;根据所述第一发射功率以及CUE的发射功率获取当前的能量效率值;根据所述第一能量效率值以及所述当前的能量效率值确定所述当前的能量效率值是否为最大能量效率值;若所述当前的能量效率值不是最大能量效率值,将所述当前的能量效率值作为新的第一能量效率值进行更新直到所述当前的能量效率值为最大的能量效率值。Further, the combining the CUEs in each frequency spectrum to obtain the maximum energy efficiency value achievable by D2D pairs in each frequency spectrum includes: setting the transmission power of the CUE according to the minimum transmission rate of the CUE; obtaining the first energy efficiency value, according to The first energy efficiency value, the transmit power of the CUE, the channel gain between the D2D pair, and the channel gain between the D2D receiving end and the CUE obtain a first transmit power, and the first transmit power is the D2D transmit terminal transmit power; obtain the current energy efficiency value according to the first transmit power and the transmit power of the CUE; determine whether the current energy efficiency value is the maximum according to the first energy efficiency value and the current energy efficiency value Energy efficiency value; if the current energy efficiency value is not the maximum energy efficiency value, update the current energy efficiency value as the new first energy efficiency value until the current energy efficiency value is the maximum energy efficiency value .
进一步的,所述根据所述第一发射功率以及CUE的发射功率获取当前的能量效率值,包括:根据所述第一发射功率、所述CUE的发射功率、D2D对之间的信道增益以及D2D接收端与CUE之间的信道增益生成D2D的传输速率;根据所述D2D的传输速率、固有电路损耗、第一发射功率以及D2D对能量转化效率生成当前的能量效率值。Further, the obtaining the current energy efficiency value according to the first transmission power and the transmission power of the CUE includes: according to the first transmission power, the transmission power of the CUE, the channel gain between D2D pairs, and the D2D The channel gain between the receiving end and the CUE generates the D2D transmission rate; generates the current energy efficiency value according to the D2D transmission rate, inherent circuit loss, first transmission power, and D2D energy conversion efficiency.
进一步的,所述获取待分配资源的终端直通D2D对以及当前可复用的频谱,包括:获取当前未分配资源的D2D对中优先权最高的D2D对作为待分配资源的D2D对;获取当前可复用的频谱,所述可复用频谱中未接入D2D对。Further, the acquiring the terminal direct access D2D pair of resources to be allocated and the current multiplexable frequency spectrum includes: acquiring the D2D pair with the highest priority among the D2D pairs not currently allocated resources as the D2D pair of the resources to be allocated; acquiring the currently available D2D pair A multiplexed frequency spectrum, where no D2D pair is connected to the multiplexable frequency spectrum.
进一步的,所述根据每个频谱对应的最大能量效率值,为所述待分配资源的D2D对分配可复用的频谱,包括:获取每个频谱对应的最大能量效率值,从中选取最大能量效率值最大的频谱;将最大能量效率值最大的频谱分配给所述待分配资源的D2D对并将该频谱从所述当前可复用的频谱中删除。Further, the allocating the reusable frequency spectrum for the D2D pair of resources to be allocated according to the maximum energy efficiency value corresponding to each frequency spectrum includes: obtaining the maximum energy efficiency value corresponding to each frequency spectrum, and selecting the maximum energy efficiency value from it The spectrum with the largest value; allocate the spectrum with the largest maximum energy efficiency value to the D2D pair of resources to be allocated and delete the spectrum from the currently multiplexable spectrum.
本发明实施例还公开了一种资源分配的装置,包括:The embodiment of the present invention also discloses a device for resource allocation, including:
获取单元,用于获取待分配资源的终端直通D2D对以及当前可复用的频谱;An acquisition unit, configured to acquire the terminal direct D2D pair to be allocated resources and the current multiplexable frequency spectrum;
处理单元,用于针对所述获取单元获取的待分配资源的D2D对遍历复用所述获取单元获取的当前可复用的频谱,联合每个频谱中的CUE,获取每个频谱中D2D对可实现的最大能量效率值;The processing unit is configured to traverse and multiplex the currently reusable frequency spectrum obtained by the obtaining unit for the D2D pairs of resources to be allocated obtained by the obtaining unit, combine the CUE in each frequency spectrum, and obtain the available D2D pairs in each frequency spectrum. The maximum energy efficiency value achieved;
分配单元,用于根据所述处理单元得到的每个频谱对应的最大能量效率值,为所述待分配资源的D2D对分配可复用的频谱。The allocating unit is configured to allocate multiplexable frequency spectrums for the D2D pairs to be allocated resources according to the maximum energy efficiency value corresponding to each frequency spectrum obtained by the processing unit.
进一步的,所述处理单元,包括:Further, the processing unit includes:
设置模块,用于根据CUE的最小传输速率设置CUE的发射功率;A setting module, configured to set the transmission power of the CUE according to the minimum transmission rate of the CUE;
第一执行模块,用于获取第一能量效率值,根据所述第一能量效率值、所述CUE的发射功率、D2D对之间的信道增益以及D2D接收端与CUE之间的信道增益获取第一发射功率,所述第一发射功率为所述D2D发射端的发射功率;The first execution module is configured to obtain a first energy efficiency value, and obtain the second energy efficiency value according to the first energy efficiency value, the transmit power of the CUE, the channel gain between the D2D pair, and the channel gain between the D2D receiving end and the CUE. a transmit power, the first transmit power is the transmit power of the D2D transmit end;
第二执行模块,用于根据所述第一发射功率以及CUE的发射功率获取当前的能量效率值;A second execution module, configured to acquire a current energy efficiency value according to the first transmit power and the transmit power of the CUE;
确定模块,用于根据所述第一能量效率值以及所述当前的能量效率值确定所述当前的能量效率值是否为最大能量效率值;A determining module, configured to determine whether the current energy efficiency value is a maximum energy efficiency value according to the first energy efficiency value and the current energy efficiency value;
第三执行模块,用于若所述当前的能量效率值不是最大能量效率值,将所述当前的能量效率值作为新的第一能量效率值进行更新直到所述当前的能量效率值为最大的能量效率值。A third execution module, configured to update the current energy efficiency value as a new first energy efficiency value until the current energy efficiency value is the largest if the current energy efficiency value is not the maximum energy efficiency value energy efficiency value.
进一步的,所述第二执行模块,包括:Further, the second execution module includes:
第一生成子模块,用于根据所述第一发射功率、所述CUE的发射功率、D2D对之间的信道增益以及D2D接收端与CUE之间的信道增益生成D2D的传输速率;A first generating submodule, configured to generate a D2D transmission rate according to the first transmission power, the transmission power of the CUE, the channel gain between the D2D pair, and the channel gain between the D2D receiving end and the CUE;
第二生成子模块,用于根据所述D2D的传输速率、固有电路损耗、第一发射功率以及D2D对能量转化效率生成当前的能量效率值。The second generation sub-module is configured to generate the current energy efficiency value according to the D2D transmission rate, inherent circuit loss, first transmit power, and D2D to energy conversion efficiency.
进一步的,所述获取单元,包括:Further, the acquisition unit includes:
第一获取模块,用于获取当前未分配资源的D2D对中优先权最高的D2D对作为待分配资源的D2D对;The first obtaining module is used to obtain the D2D pair with the highest priority among the D2D pairs not currently allocated resources as the D2D pair to be allocated resources;
第二获取模块,用于获取当前可复用的频谱,所述可复用频谱中未接入D2D对。The second acquiring module is configured to acquire a current reusable frequency spectrum, and no D2D pair is connected to the reusable frequency spectrum.
进一步的,所述分配单元,包括:Further, the allocation unit includes:
选取模块,用于获取每个频谱对应的最大能量效率值,从中选取最大能量效率值最大的频谱;The selection module is used to obtain the maximum energy efficiency value corresponding to each spectrum, and select the spectrum with the maximum maximum energy efficiency value;
第四执行模块,用于将最大能量效率值最大的频谱分配给所述待分配资源的D2D对并将该频谱从所述当前可复用的频谱中删除。The fourth execution module is configured to allocate the frequency spectrum with the largest maximum energy efficiency value to the D2D pair of resources to be allocated and delete the frequency spectrum from the current multiplexable frequency spectrum.
本发明实施例包括以下优点:Embodiments of the present invention include the following advantages:
在本发明实施例中,对待分配资源的D2D对遍历复用所述当前可复用的频谱,联合每个频谱中的CUE,获取任一频谱中D2D对可实现的最大能量效率值;根据每个频谱对应的最大能量效率值,为所述待分配资源的D2D对分配可复用的频谱。在保证CUE服务质量的基础上,借助串行干扰消除技术,可以提升DUE的能量效率的上限。In the embodiment of the present invention, the D2D pair to be allocated resources traverses and multiplexes the current multiplexable frequency spectrum, combines the CUE in each frequency spectrum, and obtains the maximum energy efficiency value that can be realized by the D2D pair in any frequency spectrum; according to each The maximum energy efficiency value corresponding to each frequency spectrum, allocates a reusable frequency spectrum for the D2D pair of resources to be allocated. On the basis of ensuring the service quality of the CUE, the upper limit of the energy efficiency of the DUE can be raised with the help of the serial interference cancellation technology.
附图说明Description of drawings
图1是本发明的一种资源分配的方法的步骤流程图;Fig. 1 is a flow chart of the steps of a resource allocation method of the present invention;
图2是图1所示方法中步骤102的步骤流程图;Fig. 2 is the step flowchart of step 102 in the method shown in Fig. 1;
图3是本发明的一种资源分配的方法适用的系统模型;Fig. 3 is a system model applicable to a resource allocation method of the present invention;
图4是本发明的一种资源分配的方法的步骤流程图;Fig. 4 is a flow chart of steps of a resource allocation method of the present invention;
图5是图4所示方法步骤中使用联合功率控制的步骤流程图;Fig. 5 is a flow chart of steps using joint power control in the steps of the method shown in Fig. 4;
图6是本发明的一种资源分配的装置实施例的结构框图;FIG. 6 is a structural block diagram of an embodiment of a device for resource allocation in the present invention;
图7是图6所示的结构中处理单元的结构框图;Fig. 7 is a structural block diagram of a processing unit in the structure shown in Fig. 6;
图8是图7所示的结构中第二执行模块的结构框图;Fig. 8 is a structural block diagram of the second execution module in the structure shown in Fig. 7;
图9是图6所示的结构中获取单元的结构框图;Fig. 9 is a structural block diagram of the acquisition unit in the structure shown in Fig. 6;
图10是图6所示的结构中分配单元的结构框图;Fig. 10 is a structural block diagram of an allocation unit in the structure shown in Fig. 6;
图11是本发明的一种基站的结构框图。Fig. 11 is a structural block diagram of a base station of the present invention.
具体实施方式Detailed ways
为使本发明的上述目的、特征和优点能够更加明显易懂,下面结合附图和具体实施方式对本发明作进一步详细的说明。In order to make the above objects, features and advantages of the present invention more comprehensible, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.
参照图1,示出了本发明的一种资源分配的方法的步骤流程图,具体可以包括如下步骤:Referring to FIG. 1 , it shows a flow chart of the steps of a resource allocation method of the present invention, which may specifically include the following steps:
步骤101、获取待分配资源的终端直通D2D对以及当前可复用的频谱。Step 101. Obtain the direct-to-device D2D pairs to be allocated resources and the current spectrum that can be multiplexed.
在本实施例中,优选的,获取所有需要分配资源的D2D对,降序排列并标记D2D对,使其满足其中表示D2D对的索引集,dj表示(Dj,第j个D2D对)的优先权。而待分配资源的D2D对优选索引集中优先权最高的D2D对。具体的,在本实施例中,初始化时,获取到Nd对D2D对,优先权最高的D2D对标记为D1,获取其可复用频谱候选集。值得说明的是,每个可复用频谱候选集中的频谱中均接入有一CUE,且仅接有CUE而未接入D2D对。In this embodiment, preferably, all D2D pairs that need to be allocated resources are obtained, and the D2D pairs are sorted and marked in descending order, so that the D2D pairs satisfy in Indicates the index set of D2D pairs, and d j indicates the priority of (D j , the jth D2D pair). The D2D pair with the highest priority in the index set is preferred for the D2D pair to be allocated resources. Specifically, in this embodiment, during initialization, N d pairs of D2D pairs are obtained, the D2D pair with the highest priority is marked as D 1 , and its reusable spectrum candidate set is obtained. It is worth noting that a CUE is connected to the spectrum in each reusable spectrum candidate set, and only the CUE is connected but no D2D pair is connected.
具体的,所述获取待分配资源的终端直通D2D对以及当前可复用的频谱,可以包括:获取当前未分配资源的D2D对中优先权最高的D2D对作为待分配资源的D2D对;获取当前可复用的频谱,所述可复用频谱中未接入D2D对。Specifically, the acquisition of the terminal direct D2D pair to be allocated resources and the current spectrum that can be reused may include: acquiring the D2D pair with the highest priority among the D2D pairs that are not currently allocated resources as the D2D pair to be allocated resources; acquiring the current A reusable frequency spectrum, where no D2D pair is connected to the reusable frequency spectrum.
在本实施例中,优先权可以是预先设置的,也可以是根据D2D对能量效率的实际需求生成对应的优先权,在本实施例中不做限定。In this embodiment, the priority may be preset, or a corresponding priority may be generated according to the actual demand of D2D for energy efficiency, which is not limited in this embodiment.
步骤102、针对待分配资源的D2D对遍历复用所述当前可复用的频谱,联合每个频谱中的CUE,获取每个频谱中D2D对可实现的最大能量效率值。Step 102 , traversing and multiplexing the currently multiplexable spectrum for the D2D pairs to be allocated resources, combining the CUE in each spectrum to obtain the maximum energy efficiency value that can be realized by the D2D pair in each spectrum.
在本实施例中,使用基于Bisection-Search和Dinkelbach的方法对CUE和D2D进行联合功率控制,最终最大化D2D链路的能量效率。In this embodiment, a method based on Bisection-Search and Dinkelbach is used to perform joint power control on the CUE and D2D, and ultimately maximize the energy efficiency of the D2D link.
举例来说,在本实施例中,定义CUE(Ci),DUE(Dj)的发射功率分别为和定义Dj的最大传输速率为Ci的最小传输速率为令η≤1表示D2D对的能量转化效率,Pcir表示DUE的固有电路损耗,Ui,j表示Dj的能量效率。初始化参数n=0,∈=10-5。可以证明公式是一个关于的凸函数。因此,使用Bisection-Search方法,可以快速得到D2D发送端的最优发射功率为 For example, in this embodiment, the transmit powers of CUE(C i ) and DUE(D j ) are defined as and Define the maximum transmission rate of D j as The minimum transmission rate of C i is Let η ≤ 1 denote the energy conversion efficiency of the D2D pair, P cir the inherent circuit loss of the DUE, and U i,j the energy efficiency of D j . Initialization parameter n=0, ε=10 −5 . can prove the formula is a about convex function of . Therefore, using the Bisection-Search method, the optimal transmit power of the D2D sender can be quickly obtained as
受Dinkelbach方法的启发,在迭代过程中,可以设置加速收敛。迭代过程继续,设置n=n+1。判断条件是否成立。如果成立,结束功率控制过程,否则,重复执行上述步骤直到判断条件成立。Inspired by Dinkelbach's method, during iteration, one can set speed up convergence. The iterative process continues, setting n=n+1. Analyzing conditions Whether it is established. If it is true, end the power control process, otherwise, repeat the above steps until the judgment condition is true.
在上述举例中,令Dj遍历复用其候选集中频谱i,定义表示频谱i对应的CUE,对(Ci,Dj)进行联合功率控制,然后通过对比得到Dj所能实现的最大能量效率和其对应的频谱i*。In the above example, let D j traverse and reuse its candidate set In the spectrum i, define Indicates the CUE corresponding to spectrum i, performs joint power control on (C i , D j ), and then obtains the maximum energy efficiency that D j can achieve by comparing And its corresponding spectrum i * .
步骤103、根据每个频谱对应的最大能量效率值,为所述待分配资源的D2D对分配可复用的频谱。Step 103 , according to the maximum energy efficiency value corresponding to each frequency spectrum, allocate multiplexable frequency spectrums for the D2D pairs whose resources are to be allocated.
进一步的,为了避免单个CUE和多个D2D对复用相同频谱,基于步骤102的具体举例,更新Dj+1的频谱候选集为设置j=j+1。判断条件是否成立。如果成立,结束资源分配过程,否则,重复执行资源分配的步骤直到对所有D2D对完成资源分配。Further, in order to avoid multiplexing the same frequency spectrum for a single CUE and multiple D2D pairs, based on the specific example of step 102, update the spectrum candidate set of D j+1 as Set j=j+1. Analyzing conditions Whether it is established. If yes, end the resource allocation process; otherwise, repeat the steps of resource allocation until the resource allocation is completed for all D2D pairs.
在本发明实施例中,对待分配资源的D2D对遍历复用所述当前可复用的频谱,联合每个频谱中的CUE,获取每个频谱中D2D对可实现的最大能量效率值;根据每个频谱对应的最大能量效率值,为所述待分配资源的D2D对分配可复用的频谱。在保证CUE服务质量的基础上,借助串行干扰消除技术,可以提升DUE的能量效率的上限。In the embodiment of the present invention, the D2D pairs to be allocated resources traverse and multiplex the current multiplexable frequency spectrum, combine the CUE in each frequency spectrum, and obtain the maximum energy efficiency value that can be realized by the D2D pair in each frequency spectrum; according to each The maximum energy efficiency value corresponding to each frequency spectrum, allocates a reusable frequency spectrum for the D2D pair of resources to be allocated. On the basis of ensuring the service quality of the CUE, the upper limit of the energy efficiency of the DUE can be raised with the help of the serial interference cancellation technology.
参照图2,示出了本发明的一种资源分配的方法实施例1的步骤102的流程图,具体可以包括如下步骤:Referring to FIG. 2 , it shows a flow chart of step 102 in Embodiment 1 of a resource allocation method of the present invention, which may specifically include the following steps:
步骤201、根据CUE的最小传输速率设置CUE的发射功率。Step 201. Set the transmit power of the CUE according to the minimum transmission rate of the CUE.
在本实施例中,由于D2D对的能量效率随CUE发射功率的增大而减小。最大化D2D对的能量效率意味着尽可能减小CUE发射功率。此外,为了保证CUE的最小传输速率,需要基于CUE的最小传输速率设置CUE发射功率。In this embodiment, because the energy efficiency of the D2D pair decreases with the increase of the transmit power of the CUE. Maximizing the energy efficiency of a D2D pair means reducing the CUE transmit power as much as possible. In addition, in order to ensure the minimum transmission rate of the CUE, it is necessary to set the transmit power of the CUE based on the minimum transmission rate of the CUE.
具体的,根据基站执行SIC(Successive Interference Cancellation,串行干扰消除)技术的条件以及基站执行SUD(Single User Detection,单用户检测)条件来设定CUE的最小发射功率。Specifically, the minimum transmit power of the CUE is set according to the conditions for the base station to perform SIC (Successive Interference Cancellation, serial interference cancellation) technology and the conditions for the base station to perform SUD (Single User Detection, single user detection).
步骤202、获取第一能量效率值,根据所述第一能量效率值、所述CUE的发射功率、D2D对之间的信道增益以及D2D接收端与CUE之间的信道增益获取第一发射功率。Step 202: Obtain a first energy efficiency value, and obtain the first transmission power according to the first energy efficiency value, the transmission power of the CUE, the channel gain between the D2D pair, and the channel gain between the D2D receiving end and the CUE.
其中,所述第一发射功率为所述D2D发射端的发射功率。Wherein, the first transmission power is the transmission power of the D2D transmitting end.
在本实施例中,所述第一能量效率值可以是预先设置的常数值,也可以是循环执行时,上一次循环步骤得到的当前的能量效率值。In this embodiment, the first energy efficiency value may be a preset constant value, or may be a current energy efficiency value obtained from the last loop step when the loop is executed.
步骤203、根据所述第一发射功率以及CUE的发射功率获取当前的能量效率值。Step 203: Obtain the current energy efficiency value according to the first transmission power and the transmission power of the CUE.
具体的,在本发明一实施例中,所述步骤203可以包括:根据所述第一发射功率、所述CUE的发射功率、D2D对之间的信道增益以及D2D接收端与CUE之间的信道增益生成D2D发射端的传输速率;根据所述D2D发射端的传输速率、固有电路损耗、第一发射功率以及D2D对能量转化效率生成当前的能量效率值。Specifically, in an embodiment of the present invention, the step 203 may include: according to the first transmit power, the transmit power of the CUE, the channel gain between the D2D pair, and the channel between the D2D receiver and the CUE The gain generates the transmission rate of the D2D transmitter; generates the current energy efficiency value according to the transmission rate of the D2D transmitter, inherent circuit loss, first transmission power, and D2D to energy conversion efficiency.
步骤204、根据所述第一能量效率值以及所述当前的能量效率值确定所述当前的能量效率值是否为最大能量效率值。Step 204: Determine whether the current energy efficiency value is a maximum energy efficiency value according to the first energy efficiency value and the current energy efficiency value.
步骤205、若所述当前的能量效率值不是最大能量效率值,将所述当前的能量效率值作为新的第一能量效率值进行更新直到所述当前的能量效率值为最大的能量效率值。Step 205. If the current energy efficiency value is not the maximum energy efficiency value, update the current energy efficiency value as a new first energy efficiency value until the current energy efficiency value is the maximum energy efficiency value.
步骤206、若所述当前的能量效率值为最大能量效率值,将所述最大能量效率值作为对应频谱的最优能量效率。Step 206: If the current energy efficiency value is a maximum energy efficiency value, use the maximum energy efficiency value as the optimal energy efficiency of the corresponding frequency spectrum.
在本发明实施例中,对待分配资源的D2D对遍历复用所述当前可复用的频谱,联合每个频谱中的CUE,获取每个频谱中D2D对可实现的最大能量效率值;根据每个频谱对应的最大能量效率值,为所述待分配资源的D2D对分配可复用的频谱,在保证蜂窝用户服务质量的基础上,借助串行干扰消除技术,可以提升DUE的能量效率的上限。In the embodiment of the present invention, the D2D pairs to be allocated resources traverse and multiplex the current multiplexable frequency spectrum, combine the CUE in each frequency spectrum, and obtain the maximum energy efficiency value that can be realized by the D2D pair in each frequency spectrum; according to each The maximum energy efficiency value corresponding to a frequency spectrum is used to allocate a reusable frequency spectrum for the D2D pair of resources to be allocated. On the basis of ensuring the quality of service of the cellular user, the upper limit of the energy efficiency of the DUE can be improved by means of the serial interference cancellation technology. .
为了使得本领域技术人员更好的理解本发明实施例提供的一种资源分配的方法,在本发明又一实施例中以实际应用场景的形式对其进行详细的说明。In order to enable those skilled in the art to better understand a resource allocation method provided by the embodiment of the present invention, it is described in detail in the form of an actual application scenario in another embodiment of the present invention.
本实施例适用系统模型如图3所示,其中D2D对可复用蜂窝网络上行频谱,CUE所使用的无线资源彼此正交,单个无线频谱最多只能被一个D2D对和一个CUE复用,且一个D2D对只能复用一个CUE的频谱资源。BS可以执行SIC过程,gi,b,gj,j,gj,b,gi,j分别表示Ci与BS,Dj,Dj发射端与BS,Ci与Dj接收端之间的信道增益。在本示例中,如图4和5所示的资源分配的方法的具体步骤如下所示:The system model applicable to this embodiment is shown in Figure 3, where the D2D pair can reuse the uplink spectrum of the cellular network, and the wireless resources used by the CUE are orthogonal to each other, and a single wireless spectrum can only be multiplexed by one D2D pair and one CUE at most, and A D2D pair can only reuse the spectrum resources of one CUE. The BS can execute the SIC process, g i, b , g j, j , g j, b , g i, j respectively represent the relationship between C i and BS, D j , D j transmitting end and BS, C i and D j receiving end between channel gains. In this example, the specific steps of the resource allocation method shown in Figures 4 and 5 are as follows:
1、在资源分配过程中,考虑到不同DUE对于能量效率存在不同的要求,本实施例首先引入优先权概念。1. In the process of resource allocation, considering that different DUEs have different requirements on energy efficiency, this embodiment first introduces the concept of priority.
2、降序排列并标记D2D对,使其满足其中表示D2D对的索引集,dj表示Dj的优先权。2. Arrange and mark D2D pairs in descending order so that they meet in Indicates the index set of D2D pairs, and d j indicates the priority of D j .
3、初始化D1的可复用频谱候选集令j=1。3. Initialize the reusable spectrum candidate set of D 1 Let j=1.
4、令Dj遍历复用其候选集中频谱i,并且对(Ci,Dj)进行联合功率控制。4. Let D j traverse and reuse its candidate set In the frequency spectrum i, and perform joint power control on (C i , D j ).
5、在功率控制过程,本实施例提出使用基于Bisection-Search和Dinkelbach的方法对(Ci,Dj)进行联合功率控制,最终最大化Dj的能量效率 5. In the power control process, this embodiment proposes to use a method based on Bisection-Search and Dinkelbach to perform joint power control on (C i , D j ), and finally maximize the energy efficiency of D j
其中in
为Dj的最大传输速率; is the maximum transmission rate of D j ;
和分别为Ci,Dj的发射功率,其最大值分别为和 and are the transmission powers of C i and D j respectively, and their maximum values are respectively and
η≤1表示D2D对的能量转化效率;η≤1 means the energy conversion efficiency of the D2D pair;
Pcir表示DUE的固有电路损耗;P cir represents the inherent circuit loss of DUE;
N0为高斯噪声功率;N 0 is Gaussian noise power;
Γ为SINR(Signal-to-Interference-plus-Noise Ratio,信干噪比)缺口。Γ is the SINR (Signal-to-Interference-plus-Noise Ratio, signal-to-interference-plus-noise ratio) gap.
6、值得说明的是,从Ui,j的表达式可以看处,D2D的能量效率随的增大而减小。最大化Ui,j意味着尽可能减小此外,为了保证Ci的最小传输速率设置 6. It is worth noting that, from the expression of U i, j , the energy efficiency of D2D varies with increase and decrease. Maximizing U i,j means minimizing Furthermore, in order to guarantee the minimum transmission rate of C i set up
其中为基站执行SIC的条件;in Conditions for performing SIC for base stations;
相反,则表示基站执行SUD的条件,即 on the contrary, Then it represents the conditions for the base station to execute SUD, that is,
在本示例中,当时,基站可以首先消除D2D发射用户所造成的干扰,然后检测CUE的传输信号,此时CUE的传输速率可以直接表示为In this example, when When , the base station can first eliminate the interference caused by D2D transmitting users, and then detect the transmission signal of the CUE. At this time, the transmission rate of the CUE can be directly expressed as
否则CUE的传输速率表示为otherwise The transmission rate of CUE is expressed as
受最小传输速率和最大发射功率的共同限制,的可行域在基站执行SIC和SUD条件下可以分别表示为:Subject to minimum transfer rate and maximum transmit power common limitation of The feasible region of can be expressed as:
7、设置参数n=0,∈=10-5。7. Set parameter n=0, ε=10 −5 .
8、首先将Dj的能量效率最大化问题转换为形式定义在迭代过程中为 8. Firstly, the energy efficiency maximization problem of D j convert to form definition During iteration for
可以证明是关于功率的凸函数,即其一阶导数是关于的单调减函数。使用Bisection-Search方法可以求解D2D最优发射功率 can prove is about power is a convex function, that is, its first derivative is about The monotonically decreasing function of . Using the Bisection-Search method can solve the D2D optimal transmit power
其中在公式中,where in the formula middle,
为的因变量。 for dependent variable.
9、然后,受Dinkelbach方法的启发,在迭代过程中设置加速收敛到最优能量效率 9. Then, inspired by Dinkelbach's method, set Accelerated convergence to optimal energy efficiency
10、继续迭代过程,设置n=n+1,判断条件是否成立。如果成立进行下一步骤,否则,重复执行步骤5到步骤10。10. Continue the iterative process, set n=n+1, and judge the condition Whether it is established. If it is established, proceed to the next step; otherwise, repeat steps 5 to 10.
11、遍历得到Dj所对应的所有能量效率然后通过对比,确定Dj所能实现的最大能量效率和其对应的频谱i*。11. Traverse to get all energy efficiencies corresponding to D j Then by comparison, determine the maximum energy efficiency that D j can achieve And its corresponding spectrum i * .
12、为了避免单个蜂窝用户和多个D2D对复用相同频谱,设置的频谱候选集为 12. To avoid multiplexing the same frequency spectrum between a single cellular user and multiple D2D pairs, set The spectrum candidate set of is
13、设置j=j+1,判断条件是否成立。如果成立,结束该能量效率优化方法,否则,重复执行步骤4到步骤13。13. Set j=j+1, judge the condition Whether it is established. If yes, end the energy efficiency optimization method; otherwise, repeat step 4 to step 13 .
参照图6,示出了本发明的一种资源分配的装置实施例的结构框图,具体可以包括如下模块:Referring to FIG. 6, it shows a structural block diagram of an embodiment of a resource allocation device according to the present invention, which may specifically include the following modules:
获取单元601,用于获取待分配资源的终端直通D2D对以及当前可复用的频谱;An obtaining unit 601, configured to obtain a UE-direct D2D pair to be allocated resources and a current multiplexable frequency spectrum;
处理单元602,用于针对所述获取单元获取的待分配资源的D2D对遍历复用所述获取单元获取的当前可复用的频谱,联合每个频谱中的CUE,获取每个频谱中D2D对可实现的最大能量效率值;The processing unit 602 is configured to traverse and multiplex the current multiplexable frequency spectrum obtained by the obtaining unit for the D2D pairs of resources to be allocated obtained by the obtaining unit, combine the CUE in each frequency spectrum, and obtain the D2D pair in each frequency spectrum Achievable maximum energy efficiency value;
分配单元603,用于根据所述处理单元得到的每个频谱对应的最大能量效率值,为所述待分配资源的D2D对分配可复用的频谱。The allocating unit 603 is configured to allocate multiplexable frequency spectrums for the D2D pairs of resources to be allocated according to the maximum energy efficiency value corresponding to each frequency spectrum obtained by the processing unit.
在一示例中,如图7所示,所述处理单元602,可以包括:In an example, as shown in FIG. 7, the processing unit 602 may include:
设置模块701,用于根据CUE的最小传输速率设置CUE的发射功率;A setting module 701, configured to set the transmission power of the CUE according to the minimum transmission rate of the CUE;
第一执行模块702,用于获取第一能量效率值,根据所述第一能量效率值、所述CUE的发射功率、D2D对之间的信道增益以及D2D接收端与CUE之间的信道增益获取第一发射功率,所述第一发射功率为所述D2D发射端的发射功率;The first execution module 702 is configured to obtain a first energy efficiency value, which is obtained according to the first energy efficiency value, the transmit power of the CUE, the channel gain between the D2D pair, and the channel gain between the D2D receiving end and the CUE a first transmit power, where the first transmit power is the transmit power of the D2D transmit end;
第二执行模块703,用于根据所述第一发射功率以及CUE的发射功率获取当前的能量效率值;The second execution module 703 is configured to obtain the current energy efficiency value according to the first transmit power and the transmit power of the CUE;
确定模块704,用于根据所述第一能量效率值以及所述当前的能量效率值确定所述当前的能量效率值是否为最大能量效率值;A determining module 704, configured to determine whether the current energy efficiency value is a maximum energy efficiency value according to the first energy efficiency value and the current energy efficiency value;
第三执行模块705,用于若所述当前的能量效率值不是最大能量效率值,将所述当前的能量效率值作为新的第一能量效率值进行更新直到所述当前的能量效率值为最大的能量效率值。The third execution module 705 is configured to update the current energy efficiency value as a new first energy efficiency value until the current energy efficiency value is the maximum if the current energy efficiency value is not the maximum energy efficiency value energy efficiency value.
在一示例中,如图8所示,所述第二执行模块703,包括:In an example, as shown in FIG. 8, the second execution module 703 includes:
第一生成子模块801,用于根据所述第一发射功率、所述CUE的发射功率、D2D对之间的信道增益以及D2D接收端与CUE之间的信道增益生成D2D的传输速率;The first generation submodule 801 is configured to generate a D2D transmission rate according to the first transmission power, the transmission power of the CUE, the channel gain between the D2D pair, and the channel gain between the D2D receiving end and the CUE;
第二生成子模块802,用于根据所述D2D的传输速率、固有电路损耗、第一发射功率以及D2D对能量转化效率生成当前的能量效率值。The second generation sub-module 802 is configured to generate a current energy efficiency value according to the D2D transmission rate, inherent circuit loss, first transmit power, and D2D to energy conversion efficiency.
在一示例中,如图9所示,所述获取单元,包括:In an example, as shown in FIG. 9, the acquiring unit includes:
第一获取模块901,用于获取当前未分配资源的D2D对中优先权最高的D2D对作为待分配资源的D2D对;The first acquiring module 901 is configured to acquire the D2D pair with the highest priority among the D2D pairs that are currently unallocated resources as the D2D pair to be allocated resources;
第二获取模块902,用于获取当前可复用的频谱,所述可复用频谱中未接入D2D对。The second acquiring module 902 is configured to acquire a current reusable frequency spectrum, and no D2D pair is connected to the reusable frequency spectrum.
在一示例中,如图10示,所述分配单元603,包括:In an example, as shown in FIG. 10, the allocating unit 603 includes:
选取模块1001,用于获取每个频谱对应的最大能量效率值,从中选取最大能量效率值最大的频谱;The selection module 1001 is used to obtain the maximum energy efficiency value corresponding to each spectrum, and select the spectrum with the maximum maximum energy efficiency value;
第四执行模块1002,用于将最大能量效率值最大的频谱分配给所述待分配资源的D2D对并将该频谱从所述当前可复用的频谱中删除。The fourth execution module 1002 is configured to allocate the frequency spectrum with the largest maximum energy efficiency value to the D2D pair of resources to be allocated and delete the frequency spectrum from the current multiplexable frequency spectrum.
图11是根据一示例性实施例示出的一种基站。示例中所述基站可以包括图6-10所示的分配资源的装置。Fig. 11 shows a base station according to an exemplary embodiment. The base station in the example may include the apparatus for allocating resources shown in FIGS. 6-10 .
对于装置实施例而言,由于其与方法实施例基本相似,所以描述的比较简单,相关之处参见方法实施例的部分说明即可。As for the device embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and for related parts, please refer to the part of the description of the method embodiment.
本说明书中的各个实施例均采用递进的方式描述,每个实施例重点说明的都是与其他实施例的不同之处,各个实施例之间相同相似的部分互相参见即可。Each embodiment in this specification is described in a progressive manner, each embodiment focuses on the difference from other embodiments, and the same and similar parts of each embodiment can be referred to each other.
本领域内的技术人员应明白,本发明实施例的实施例可提供为方法、装置、或计算机程序产品。因此,本发明实施例可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且,本发明实施例可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器、CD-ROM、光学存储器等)上实施的计算机程序产品的形式。Those skilled in the art should understand that the embodiments of the present invention may be provided as methods, devices, or computer program products. Accordingly, embodiments of the invention may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, embodiments of the invention may take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein.
本发明实施例是参照根据本发明实施例的方法、终端设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理终端设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理终端设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。Embodiments of the present invention are described with reference to flowcharts and/or block diagrams of methods, terminal devices (systems), and computer program products according to embodiments of the present invention. It should be understood that each procedure and/or block in the flowchart and/or block diagram, and a combination of procedures and/or blocks in the flowchart and/or block diagram can be realized by computer program instructions. These computer program instructions may be provided to a general purpose computer, special purpose computer, embedded processor or processor of other programmable data processing terminal equipment to produce a machine such that instructions executed by the computer or processor of other programmable data processing terminal equipment Produce means for realizing the functions specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理终端设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing terminal to operate in a specific manner, such that the instructions stored in the computer-readable memory produce an article of manufacture comprising instruction means, the The instruction means implements the functions specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可装载到计算机或其他可编程数据处理终端设备上,使得在计算机或其他可编程终端设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程终端设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions can also be loaded into a computer or other programmable data processing terminal equipment, so that a series of operational steps are performed on the computer or other programmable terminal equipment to produce computer-implemented processing, thereby The instructions executed above provide steps for implementing the functions specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
尽管已描述了本发明实施例的优选实施例,但本领域内的技术人员一旦得知了基本创造性概念,则可对这些实施例做出另外的变更和修改。所以,所附权利要求意欲解释为包括优选实施例以及落入本发明实施例范围的所有变更和修改。Having described preferred embodiments of embodiments of the present invention, additional changes and modifications to these embodiments can be made by those skilled in the art once the basic inventive concept is appreciated. Therefore, the appended claims are intended to be construed to cover the preferred embodiment and all changes and modifications which fall within the scope of the embodiments of the present invention.
最后,还需要说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者终端设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者终端设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者终端设备中还存在另外的相同要素。Finally, it should also be noted that in this text, relational terms such as first and second etc. are only used to distinguish one entity or operation from another, and do not necessarily require or imply that these entities or operations, any such actual relationship or order exists. Furthermore, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article, or terminal equipment comprising a set of elements includes not only those elements, but also includes elements not expressly listed. other elements identified, or also include elements inherent in such a process, method, article, or end-equipment. Without further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of additional identical elements in the process, method, article or terminal device comprising said element.
以上实施例的说明只是用于帮助理解本发明的方法及其核心思想;同时,对于本领域的一般技术人员,依据本发明的思想,在具体实施方式及应用范围上均会有改变之处,综上所述,本说明书内容不应理解为对本发明的限制。The description of the above embodiments is only used to help understand the method of the present invention and its core idea; meanwhile, for those of ordinary skill in the art, according to the idea of the present invention, there will be changes in the specific implementation and scope of application. In summary, the contents of this specification should not be construed as limiting the present invention.
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