CN103379638A - Method for distributing resources - Google Patents
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Abstract
本发明提供了一种具有较优的性能和较低的复杂度的资源分配方法及对应的基站和CU。其中,方法包括:基站分别对自身可用子信道集合中的子信道进行单小区的资源分配,在接收到用户上报的干扰信息后,分别从中选择受到干扰最大的S个子信道,并将这S个子信道对应的干扰信息发送给中心控制器(CU);CU根据各个基站上报的干扰信息生成一个干扰列表,根据干扰列表所记录各个子信道对应的服务基站ID以及干扰基站ID,确定在干扰列表中所记录各个子信道上进行合作传输的基站,并通知进行合作传输的基站;各个基站根据CU的指令进行合作传输,并将这些需要进行合作传输的子信道从自身的子信道集合中删除以更新自身的可用子信道集合。
The present invention provides a resource allocation method with better performance and lower complexity and the corresponding base station and CU. Wherein, the method includes: the base station allocates the resources of a single cell to the subchannels in its own available subchannel set, and after receiving the interference information reported by the user, respectively selects the S subchannels that suffer the most interference from them, and allocates the S subchannels The interference information corresponding to the channel is sent to the central controller (CU); the CU generates an interference list according to the interference information reported by each base station, and determines it in the interference list according to the serving base station ID and the interference base station ID corresponding to each sub-channel recorded in the interference list Record the base stations that perform cooperative transmission on each subchannel, and notify the base stations that perform cooperative transmission; each base station performs cooperative transmission according to the CU's instructions, and deletes these subchannels that require cooperative transmission from its own subchannel set to update Its own set of available subchannels.
Description
技术领域 technical field
本发明涉及无线通信技术,特别涉及应用于多小区正交频分复用(OFDMA)环境的资源分配方法。The invention relates to wireless communication technology, in particular to a resource allocation method applied to a multi-cell Orthogonal Frequency Division Multiplexing (OFDMA) environment.
背景技术 Background technique
目前,在多小区OFDMA环境下的资源分配方法主要包括中心式的资源分配方法和分布式的资源分配方法两种。Currently, resource allocation methods in a multi-cell OFDMA environment mainly include a central resource allocation method and a distributed resource allocation method.
其中,中心式的资源分配方法需要一个中心控制器(CU)来完成资源分配的过程。在进行资源分配时,CU需要获知整个多小区OFDMA网络中所有用户在所有信道上的信道信息,然后再根据所有用户在所有信道上的信道信息在整个网络中进行统一的资源分配。很显然,这种中心式的资源分配方法可以获得很好的资源利用率,也可以实现基站间的合作传输,但是由于带宽限制、反馈延迟和用户设备限制等原因,在实际的应用中CU同时获得整个网络中所有用户在所有信道上的信道信息是很难实现的,这使得中心式的资源分配方法很难在实际应用中使用。另外,上述中心式的资源分配方法对CU的处理能力的要求很高,而且网络越大,CU的复杂度就越高。Among them, the centralized resource allocation method requires a central controller (CU) to complete the process of resource allocation. When performing resource allocation, the CU needs to know the channel information of all users on all channels in the entire multi-cell OFDMA network, and then perform unified resource allocation in the entire network according to the channel information of all users on all channels. Obviously, this centralized resource allocation method can achieve good resource utilization and can also realize cooperative transmission between base stations. However, due to bandwidth limitations, feedback delays, and user equipment limitations, in actual applications, CU It is difficult to obtain channel information of all users in the entire network on all channels, which makes the central resource allocation method difficult to use in practical applications. In addition, the above-mentioned centralized resource allocation method has high requirements on the processing capability of the CU, and the larger the network, the higher the complexity of the CU.
在分布式的资源分配方法中,CU不需要获知整个网络中所有用户在所有信道上的信道信息,因此分布式的资源分配方法比中心式资源分配方法更容易实现,更适合在实际中应用。而且分布式的资源分配方法可以有效解决中心式资源分配方法中CU复杂度较高的问题。但是,现有的分布式资源分配方法要么为静态算法,复杂度低但性能差;要么为准静态或动态算法,性能好但计算复杂度较高。In the distributed resource allocation method, the CU does not need to know the channel information of all users in the entire network on all channels, so the distributed resource allocation method is easier to implement than the central resource allocation method, and is more suitable for practical application. Moreover, the distributed resource allocation method can effectively solve the problem of high CU complexity in the central resource allocation method. However, the existing distributed resource allocation methods are either static algorithms with low complexity but poor performance; or quasi-static or dynamic algorithms with good performance but high computational complexity.
目前,现有常用的静态分布式资源分配方法主要包括频率复用因子3(Reuse-3)方法和软频率复用方法(FFR,fractional frequency reuse)。其中,频率复用因子3的主要思想是将所有的子信道分成3份,每个小区都能得到1/3的信道,并且包围一个小区的6个小区都使用和它不同的子信道。这样,任意三个相邻的小区都使用互相正交的子信道,并且各占总信道的1/3。这种方法可以简单而有效的解决小区间干扰的问题,但是其缺点也比较明显,相比频率复用因子为1的方法,其频谱利用率只有1/3。软频率复用方法是将所有的用户根据用户距离小区基站的远近分为小区中心用户和小区边缘用户。所有的子信道被分为两份,各占1/2,所有的小区中心用户公用总信道中的1/2;每个小区的边缘用户则使用另外1/2子信道中的1/3,也就是所有子信道中的1/6,类似于频率复用因子3的方法,任意相邻的3个小区的边缘用户都使用互不相同的子信道。这种方法较频率复用因子3的方法更加灵活,并且频率复用因子为大于1小于2的分数,所以称为软频率复用方法。At present, the existing commonly used static distributed resource allocation methods mainly include frequency reuse factor 3 (Reuse-3) method and soft frequency reuse method (FFR, fractional frequency reuse). Among them, the main idea of frequency reuse factor 3 is to divide all sub-channels into 3 parts, each cell can get 1/3 of the channel, and the 6 cells surrounding a cell all use sub-channels different from it. In this way, any three adjacent cells use mutually orthogonal sub-channels, and each accounts for 1/3 of the total channel. This method can simply and effectively solve the problem of inter-cell interference, but its disadvantages are also obvious. Compared with the method with a frequency reuse factor of 1, its spectrum utilization rate is only 1/3. The soft frequency reuse method is to divide all users into cell center users and cell edge users according to the distance between the users and the cell base station. All sub-channels are divided into two parts, each occupying 1/2, and all users in the center of the cell share 1/2 of the total channel; the edge users of each cell use 1/3 of the other 1/2 sub-channels, That is, 1/6 of all sub-channels, similar to the method of frequency reuse factor 3, the edge users of any three adjacent cells use different sub-channels. This method is more flexible than the method with a frequency reuse factor of 3, and the frequency reuse factor is a fraction greater than 1 and less than 2, so it is called a soft frequency reuse method.
现有的准静态或动态分布式资源分配方法基本上都是采用博弈论的算法实现的。下面简要描述一下一种典型的基于虚拟裁判的博弈算法的资源分配过程:The existing quasi-static or dynamic distributed resource allocation methods are basically realized by using game theory algorithms. The following briefly describes the resource allocation process of a typical game algorithm based on virtual referees:
第一步,初始化:设置每个用户的传输速率Ri,并假设每个用户的传输信道集合Si包括了所有子信道;The first step, initialization: set the transmission rate Ri of each user, and assume that the transmission channel set Si of each user includes all sub-channels;
第二步,让每一个用户按照 进行博弈,即在满足传输速率的基础上,减少用户所在信道的发射功率(通过设定发射功率的值仅取0或1达到信道分配目的);In the second step, let each user follow the Play a game, that is, reduce the transmission power of the channel where the user is located on the basis of satisfying the transmission rate (by setting the value of the transmission power to only take 0 or 1 to achieve the purpose of channel allocation);
第三步,检查是否达到纳什均衡点(NEP),如果是,则跳至第四步,否则,跳回第二步;The third step is to check whether the Nash Equilibrium Point (NEP) has been reached, if yes, then go to the fourth step, otherwise, go back to the second step;
第四步,对最大设定功率下任然不能达到设定传输速率Ri的用户,使其按照进行博弈,即功率达到最大设定值的情况下,使其传输速率最大。(通过设定发射功率的值仅取0或1达到信道分配目的),如果博弈收敛,跳至第五步,否则跳至第二步;Step 4: For users who still cannot reach the set transmission rate Ri under the maximum set power, make them follow the The game is played, that is, when the power reaches the maximum set value, the transmission rate is maximized. (The purpose of channel allocation is achieved by setting the value of the transmit power to only take 0 or 1), if the game converges, skip to the fifth step, otherwise skip to the second step;
第五步,按照
上述资源分配方法的性能很好,但是复杂度很高,约为O(LMNlogN)。The performance of the above resource allocation method is very good, but the complexity is very high, about O(LMNlogN).
发明内容 Contents of the invention
本发明的实施例提出了一种资源分配方法,适用于多小区OFDMA环境,可以在多小区OFDMA环境下实现资源分配,并具有较优的性能和较低的复杂度。The embodiment of the present invention proposes a resource allocation method, which is applicable to a multi-cell OFDMA environment, can realize resource allocation in a multi-cell OFDMA environment, and has better performance and lower complexity.
本发明实施例所提出的资源分配方法包括:每个基站分别对自身可用子信道集合中的子信道进行单小区的资源分配;每个用户分别向自身的服务基站上报自身所受干扰最强的子信道对应的干扰信息;其中,所述干扰信息包括:子信道标识ID、干扰基站ID以及所受到的干扰值;每个基站在接收到用户上报的干扰信息后,分别从中选择受到干扰最大的S个子信道,并将这S个子信道对应的干扰信息发送给CU;其中,所述S为自然数;CU根据各个基站上报的干扰信息生成一个干扰列表,记录受到干扰最大的T个子信道的服务基站ID及其对应的干扰信息;其中,所述T为一个自然数;CU根据干扰列表所记录各个子信道对应的服务基站ID以及干扰基站ID,确定在干扰列表中所记录各个子信道上进行合作传输的基站,并通知进行合作传输的基站;以及各个基站根据CU的指令,在需要进行合作传输的子信道上进行合作传输,并将这些需要进行合作传输的子信道从自身的子信道集合中删除以更新自身的可用子信道集合。The resource allocation method proposed by the embodiment of the present invention includes: each base station allocates resources for a single cell to the sub-channels in its available sub-channel set; each user reports to its serving base station the channel with the strongest interference. The interference information corresponding to the sub-channel; wherein, the interference information includes: the sub-channel identification ID, the interfering base station ID, and the interference value received; after each base station receives the interference information reported by the user, it selects the most interfered S sub-channels, and send the interference information corresponding to the S sub-channels to the CU; wherein, the S is a natural number; the CU generates an interference list according to the interference information reported by each base station, and records the serving base stations of the T sub-channels that suffer the most interference ID and its corresponding interference information; wherein, the T is a natural number; the CU determines to perform cooperative transmission on each sub-channel recorded in the interference list according to the serving base station ID and the interfering base station ID corresponding to each sub-channel recorded in the interference list base station, and notify the base station for cooperative transmission; and each base station performs cooperative transmission on the sub-channels that need cooperative transmission according to the instruction of CU, and deletes these sub-channels that need cooperative transmission from its own sub-channel set to update its own set of available subchannels.
本发明实施例提出的另一种资源分配方法包括:每个基站分别对自身可用子信道集合中的子信道进行单小区的资源分配;每个用户分别向自身的服务基站上报自身所有子信道上的信干噪比以及来自各个基站的参考信号接收功率;每个基站分别从自身的子信道中选择S个信干噪比最小的子信道,并将这S个子信道对应的子信道ID、除自身外最强参考信号接收功率所对应基站的ID以及该基站的参考信号接收功率作为干扰信息中的子信道ID、干扰基站ID以及干扰值发送给中心控制器CU;其中,所述S为自然数;CU根据各个基站上报的干扰信息生成一个干扰列表,记录受到干扰最大的T个子信道的服务基站ID及其对应的干扰信息;其中,所述T为一个自然数;CU根据干扰列表所记录各个子信道对应的服务基站ID以及干扰基站ID,确定在干扰列表中所记录各个子信道上进行合作传输的基站,并通知进行合作传输的基站;以及各个基站根据CU的指令,在需要进行合作传输的子信道上进行合作传输,并将这些需要进行合作传输的子信道从自身的子信道集合中删除以更新自身的可用子信道集合。Another resource allocation method proposed by the embodiment of the present invention includes: each base station performs resource allocation for a single cell to the subchannels in its own available subchannel set; each user reports to its own serving base station The signal-to-interference and noise ratio and the reference signal received power from each base station; each base station selects S subchannels with the smallest SINR from its own subchannels, and divides the subchannel IDs corresponding to these S subchannels by The ID of the base station corresponding to the strongest reference signal received power outside itself and the reference signal received power of the base station are sent to the central controller CU as the subchannel ID, the interfering base station ID and the interference value in the interference information; wherein, the S is a natural number ; The CU generates an interference list according to the interference information reported by each base station, and records the IDs of the serving base stations and the corresponding interference information of the T sub-channels most interfered with; wherein, the T is a natural number; the CU records each sub-channel according to the interference list The ID of the serving base station and the ID of the interfering base station corresponding to the channel determine the base station for cooperative transmission on each sub-channel recorded in the interference list, and notify the base station for cooperative transmission; Cooperative transmission is performed on sub-channels, and these sub-channels requiring cooperative transmission are deleted from its own sub-channel set to update its own available sub-channel set.
其中,每个基站分别对自身可用子信道集合中的子信道进行单小区的资源分配包括:每个基站分别采用自适应单小区资源分配方法进行单小区资源分配。或者每个基站分别采用贪心算法进行单小区的资源分配。Wherein, each base station performs single-cell resource allocation on the sub-channels in its own available sub-channel set, including: each base station uses an adaptive single-cell resource allocation method to perform single-cell resource allocation. Alternatively, each base station uses a greedy algorithm to allocate resources for a single cell.
上述S和T为一个预先确定的固定的数值;或者为根据用户上报的受到干扰的子信道总数动态确定的值。例如,上述S和T设置为用户上报的受到干扰的子信道总数的一定比例。The above S and T are a predetermined fixed value; or a value dynamically determined according to the total number of interfered sub-channels reported by the user. For example, the above S and T are set as a certain proportion of the total number of interfered sub-channels reported by the user.
上述方法进一步包括:如果两个相邻的基站同时向CU上报同一个子信道的干扰信息且这个子信道属于T个干扰最大的子信道,则CU从中选择其中干扰较强的干扰信息记录在干扰列表中。The above method further includes: if two adjacent base stations report the interference information of the same sub-channel to the CU at the same time and this sub-channel belongs to T sub-channels with the highest interference, the CU selects the interference information with stronger interference and records it in the interference list middle.
CU根据干扰列表所记录各个子信道对应的服务基站ID以及干扰基站ID,确定在干扰列表中所记录各个子信道上进行合作传输的基站包括:对于干扰列表上记录的一个子信道n,假设服务基站为基站i,其干扰基站为基站j,则确定在子信道n上进行合作传输的基站为基站i和基站j;且基站i和基站j一同服务在基站i所对应小区中使用子信道n的那个用户。According to the serving base station ID and interfering base station ID corresponding to each subchannel recorded in the interference list, the CU determines the base station for cooperative transmission on each subchannel recorded in the interference list includes: for a subchannel n recorded in the interference list, assuming the serving The base station is base station i, and its interfering base station is base station j, then it is determined that the base stations performing cooperative transmission on sub-channel n are base station i and base station j; and base station i and base station j serve together and use sub-channel n in the cell corresponding to base station i that user.
上述方法进一步包括:在下一时隙,返回每个基站分别对自身可用子信道集合中的子信道进行单小区的资源分配的步骤继续执行。The above method further includes: in the next time slot, returning to the step of each base station performing resource allocation of a single cell to the subchannels in its own available subchannel set and continuing to execute.
本发明实施例提出的基站包括:The base stations proposed in the embodiments of the present invention include:
单小区资源分配单元,用于对自身的可用子信道集合中的子信道进行单小区的资源分配;a single-cell resource allocation unit, configured to perform single-cell resource allocation on subchannels in its own set of available subchannels;
干扰信息接收单元,用于接收自身所服务用户上报的其所受干扰最强的子信道对应的干扰信息;其中,所述干扰信息包括:子信道标识ID、干扰基站ID以及所受到的干扰值;The interference information receiving unit is used to receive the interference information corresponding to the subchannel with the strongest interference reported by the user it serves; wherein, the interference information includes: subchannel ID, interfering base station ID, and interference value received ;
干扰信息上报单元,用于从自身所服务用户上报的干扰信息中选择受到干扰最大的S个子信道,并将这S个子信道对应的干扰信息发送给中心控制器CU;其中,所述S为自然数;以及The interference information reporting unit is used to select the S subchannels that suffer the most interference from the interference information reported by the users served by itself, and send the interference information corresponding to the S subchannels to the central controller CU; wherein, the S is a natural number ;as well as
合作传输单元,用于根据CU的指令,在需要进行合作传输的子信道上进行合作传输,并将这些需要进行合作传输的子信道从自身的子信道集合中删除以更新自身的可用子信道集合。The cooperative transmission unit is configured to perform cooperative transmission on the subchannels that require cooperative transmission according to the instructions of the CU, and delete these subchannels that require cooperative transmission from its own subchannel set to update its own available subchannel set .
本发明另一实施例提出的基站包括:The base station proposed in another embodiment of the present invention includes:
单小区资源分配单元,用于对自身的可用子信道集合中的子信道进行单小区的资源分配;a single-cell resource allocation unit, configured to perform single-cell resource allocation on subchannels in its own set of available subchannels;
干扰信息接收单元,用于接收自身所服务用户上报的自身所有子信道上的信干噪比以及来自各个基站的参考信号接收功率;The interference information receiving unit is used to receive the signal-to-interference-noise ratio on all sub-channels reported by the user served by itself and the reference signal received power from each base station;
干扰信息上报单元,用于从自身的子信道中选择S个信干噪比最小的子信道,并将这S个子信道对应的子信道ID、除自身外最强参考信号接收功率所对应基站的ID以及该基站的参考信号接收功率作为干扰信息中的子信道ID、干扰基站ID以及干扰值发送给中心控制器CU;其中,所述S为自然数;以及The interference information reporting unit is used to select S subchannels with the smallest signal-to-interference-noise ratio from its own subchannels, and report the subchannel IDs corresponding to these S subchannels and the base station corresponding to the strongest reference signal received power other than itself The ID and the reference signal received power of the base station are sent to the central controller CU as the subchannel ID, the interfering base station ID and the interference value in the interference information; wherein, the S is a natural number; and
合作传输单元,用于根据CU的指令,在需要进行合作传输的子信道上进行合作传输,并将这些需要进行合作传输的子信道从自身的子信道集合中删除以更新自身的可用子信道集合。The cooperative transmission unit is configured to perform cooperative transmission on the subchannels that require cooperative transmission according to the instructions of the CU, and delete these subchannels that require cooperative transmission from its own subchannel set to update its own available subchannel set .
本发明实施例提出的CU包括:The CU proposed in the embodiment of the present invention includes:
干扰列表生成单元,用于根据各个基站上报的干扰信息生成一个干扰列表,记录受到干扰最大的T个子信道的服务基站ID及其对应的干扰信息;其中,所述T也为一个自然数;以及An interference list generating unit, configured to generate an interference list according to the interference information reported by each base station, and record the serving base station IDs and corresponding interference information of T subchannels most interfered with; wherein T is also a natural number; and
合作传输确定单元,用于根据干扰列表所记录各个子信道对应的服务基站ID以及干扰基站ID,确定在干扰列表中所记录各个子信道上进行合作传输的基站,并通知进行合作传输的基站。The cooperative transmission determining unit is configured to determine the base station for cooperative transmission on each subchannel recorded in the interference list according to the serving base station ID and the interfering base station ID corresponding to each subchannel recorded in the interference list, and notify the base station for cooperative transmission.
本发明实施例提供的资源分配方法是一种分布式的方法,CU不需要获知整个多小区OFDMA网络中所有用户在所有信道上的信道信息,因此与现有中心式的资源分配方法相比,更适合实际应用;另外,也大大降低了CU的复杂度。其次,在本发明实施例所提出的资源分配方法中,CU可以根据各基站上报的干扰信息生成干扰列表,并进一步根据干扰列表确定在一些干扰较强的子信道上进行合作传输的基站。由于现有的分布式资源分配方法并不能实现基站间的合作传输,因此,本发明实施例所提出的方法与现有的分布式资源分配方法相比,可以在消除最强干扰的同时提升整个网络的吞吐量。The resource allocation method provided by the embodiment of the present invention is a distributed method. The CU does not need to know the channel information of all users in the entire multi-cell OFDMA network on all channels. Therefore, compared with the existing centralized resource allocation method, It is more suitable for practical application; in addition, it also greatly reduces the complexity of CU. Secondly, in the resource allocation method proposed by the embodiment of the present invention, the CU can generate an interference list according to the interference information reported by each base station, and further determine base stations for cooperative transmission on some sub-channels with strong interference according to the interference list. Since the existing distributed resource allocation method cannot realize cooperative transmission between base stations, the method proposed in the embodiment of the present invention can improve the whole network while eliminating the strongest interference compared with the existing distributed resource allocation method. The throughput of the network.
附图说明 Description of drawings
图1为本发明实施例所述资源分配方法的流程图;FIG. 1 is a flowchart of a resource allocation method according to an embodiment of the present invention;
图2为本发明实施例所述方法中每个基站分别采用贪心算法进行单小区资源分配的流程图;FIG. 2 is a flowchart of each base station using a greedy algorithm to allocate resources in a single cell in the method described in the embodiment of the present invention;
图3为本发明实施例所述的基站的内部结构示意图;FIG. 3 is a schematic diagram of an internal structure of a base station according to an embodiment of the present invention;
图4为本发明实施例所述的CU的内部结构示意图;以及FIG. 4 is a schematic diagram of an internal structure of a CU according to an embodiment of the present invention; and
图5显示了采用不同资源分配方法的时候,在不同的小区负载下的小区平均吞吐量。Figure 5 shows the average cell throughput under different cell loads when different resource allocation methods are used.
具体实施方式 Detailed ways
下面将通过具体的示例详细描述本发明实施例所提出的资源分配方法。The resource allocation method proposed in the embodiment of the present invention will be described in detail below through specific examples.
本实施例所述的资源分配方法适用于多小区OFDMA网络。假设在本发明实施例所应用的多小区OFDMA网络中包含L个小区,每个小区有Kl个用户,其中,l=1,2,...,L。因此,整个多小区OFDMA网络的用户总数为The resource allocation method described in this embodiment is applicable to a multi-cell OFDMA network. Assume that the multi-cell OFDMA network applied in the embodiment of the present invention includes L cells, and each cell has K l users, where l=1, 2, . . . , L. Therefore, the total number of users in the entire multi-cell OFDMA network is
为了方便起见,在本实施例中,假设该多小区OFDMA网络中的所有用户和基站都是单天线的。整个多小区OFDMA网络有N个子信道。L,K和N分别代表小区集合、用户集合和子信道集合。另外,用l(k)代表用户k的服务基站,用代表用户k和基站l在子信道n上的信道增益(包括路径损耗、阴影和小尺度衰落),用代表基站l在子信道n上的发射功率。这样,用户k的吞吐量则可以表示为该用户在所有分配给它的子信道上的函数,如下公式(1.1)所示:For convenience, in this embodiment, it is assumed that all users and base stations in the multi-cell OFDMA network are single-antenna. The entire multi-cell OFDMA network has N subchannels. L, K and N represent cell set, user set and subchannel set respectively. In addition, let l(k) represent the serving base station of user k, and use represents the channel gain (including path loss, shadowing and small-scale fading) of user k and base station l on subchannel n, with Represents the transmit power of base station l on subchannel n. In this way, the throughput of user k can be expressed as a function of the user on all subchannels allocated to it, as shown in the following formula (1.1):
其中,Ωl(k),k代表用户k的服务基站l(k)分配给用户k的子信道的集合。在用户k的服务基站l(k)下用户k信干噪比如下公式(1.2)所示:Wherein, Ω l(k), k represents the set of subchannels allocated to user k by the serving base station l(k) of user k. Under the serving base station l(k) of user k, the signal-to-interference-noise ratio of user k is shown in the following formula (1.2):
其中,N0是高斯白噪声。Among them, N 0 is Gaussian white noise.
为了消除小区内部的干扰,在本实施例中,要求同一个基站服务的不同用户不能使用相同的子信道,即在本实施例中,需要满足如下公式(1.3)所示的约束条件:In order to eliminate the interference within the cell, in this embodiment, it is required that different users served by the same base station cannot use the same subchannel, that is, in this embodiment, the constraints shown in the following formula (1.3) need to be met:
Ωl(k),k ∩Ωl(j),j=Θ (1.3)Ω l(k), k ∩Ω l(j), j = Θ (1.3)
l(k)=l(j)l(k)=l(j)
基于以上研究结果和假设条件,本发明的实施例提出了一种适用于多小区OFDMA网络资源分配方法,如图1所示,该方法主要包括以下步骤:Based on the above research results and assumptions, embodiments of the present invention propose a resource allocation method suitable for multi-cell OFDMA networks, as shown in Figure 1, the method mainly includes the following steps:
步骤101,多小区OFDMA网络中的每个基站分别对自身可用子信道集合中的子信道进行单小区的资源分配。In
在本步骤中,可以考虑采用一些现有的单小区资源分配方法,例如,自适应单小区资源分配方法(Adaptive Radio Resource Allocation Mechanism)等。为了方便起见,在本实施例中,每个基站可以采用贪心算法(GreedyAlgorithm)来进行单小区的资源分配。此时,每个基站采用贪心算法进行单小区资源分配的方法流程如图2所示,具体描述如下:多小区OFDMA网络中的每个基站i分别对自身可用子信道集合N’中的每个子信道进行单小区资源分配,即分别执行如下操作:In this step, it may be considered to adopt some existing single-cell resource allocation methods, for example, an adaptive single-cell resource allocation method (Adaptive Radio Resource Allocation Mechanism) and the like. For convenience, in this embodiment, each base station may use a Greedy Algorithm to allocate resources for a single cell. At this time, the process flow of each base station using the greedy algorithm to allocate single-cell resources is shown in Figure 2, and the specific description is as follows: each base station i in the multi-cell OFDMA network assigns each sub-channel in its own available sub-channel set N' To perform single-cell resource allocation on a channel, the following operations are performed respectively:
步骤201,初始化自身所在小区内未被服务的用户的集合M’,使其等于小区内用户集合M。Step 201: Initialize the set M' of unserved users in the cell where the user is located, making it equal to the set M of users in the cell.
步骤202,对于自身可用子信道集合N’中的一个子信道n,从自身所在小区内未被服务的用户集合M’中找到用户k,使得用户k在子信道n上有最大的信道增益,并将子信道n分配给用户k。
需要说明的是,上述可用子信道集合N’为基站i可以进行单小区资源分配的子信道的集合。在首次执行上述步骤101时,预先可以将可用子信道集合N’初始化为基站i的所有子信道集合N;而在后续再次执行步骤101时,可用子信道集合N’为更新后的、从基站i的所有子信道集合N中除去需要基站进行合作传输的子信道之外的子信道集合。It should be noted that the above available subchannel set N' is a set of subchannels that the base station i can perform single-cell resource allocation. When the
步骤203,从自身可用子信道集合N’中删除子信道n,并从自身所在小区内未被服务的用户集合M’中删除用户k;
步骤204,若自身小区内未被服务的用户集合M’为空,则令自身所在小区内未被服务用户集合M’等于小区内用户集合M;
步骤205,判断可用子信道集合N’是否为空,如果是,则结束本次单小区资源分配;否则,返回步骤202。
从上述过程可以看出,上述单小区资源分配方法是分布式的,每个基站只需要知道自身所在小区内用户的信息。在经过这一步后,得到了一个初始的资源分配结果。It can be seen from the above process that the above single-cell resource allocation method is distributed, and each base station only needs to know the information of users in its own cell. After this step, an initial resource allocation result is obtained.
步骤102,多小区OFDMA网络中的每个用户分别向自身的服务基站上报自身所受干扰最强的子信道对应的干扰信息,具体包括:子信道ID、对该子信道造成最强干扰的基站的ID(以下简称为干扰基站ID)以及所受到的干扰值,例如干扰功率等。
在本步骤中,每个用户可以通过上行链路向自身的服务基站上报上述干扰信息。In this step, each user may report the above interference information to its own serving base station through an uplink.
步骤103,多小区OFDMA网络中的每个基站在接收到用户上报的干扰信息后,分别从中选择受到干扰最大的S个子信道,并将这S个子信道对应的干扰信息(包括:子信道ID、干扰基站ID以及所受到的干扰值)发送给CU。
需要说明的是,上述S为自然数,可以是一个预先确定的固定的数值,也可以是根据用户上报的受到干扰的子信道总数动态确定的值,例如可以设置为用户上报的受到干扰的子信道总数的一定比例,例如20%。在这种情况下,各个基站上报给CU的干扰信息数量可能相等也可能不相等。It should be noted that the above S is a natural number, which can be a predetermined fixed value, or a value dynamically determined according to the total number of interfered sub-channels reported by the user, for example, it can be set as the interfered sub-channel reported by the user A certain percentage of the total, for example 20%. In this case, the amount of interference information reported by each base station to the CU may or may not be equal.
步骤104,CU根据各个基站上报的干扰信息生成一个干扰列表,该干扰列表记录了多小区OFDMA网络中受到干扰最大的T个子信道的服务基站ID及其对应的干扰信息(包括:子信道ID、干扰基站ID以及所受到的干扰值)。
其中,上述服务基站ID即为向CU上报此干扰信息的基站的ID。表1显示了CU在上述步骤104生成的一个干扰列表的示例。Wherein, the aforementioned serving base station ID is the ID of the base station reporting the interference information to the CU. Table 1 shows an example of an interference list generated by the CU in
表1Table 1
与上述S类似,上述T也为一个自然数,可以是一个预先确定的固定的数值,也可以是根据用户上报的受到干扰的子信道总数动态确定的值,例如设置为用户上报的受到干扰的子信道总数的一定比例,例如10%。Similar to the above S, the above T is also a natural number, which can be a predetermined fixed value, or a value dynamically determined according to the total number of interfered sub-channels reported by the user, for example, set as the interfered sub-channel reported by the user A certain percentage of the total number of channels, for example 10%.
需要说明的是,干扰列表只记录T个受到干扰最大的子信道的干扰信息,并且如果两个相邻的基站同时向CU上报同一个子信道的干扰信息且这个子信道属于这T个干扰最大的子信道,则CU从中选择其中干扰较强的干扰信息记录在干扰列表中。It should be noted that the interference list only records the interference information of the T most interfered sub-channels, and if two adjacent base stations report the interference information of the same sub-channel to the CU at the same time and this sub-channel belongs to the T most interfered The CU selects the interference information with stronger interference and records it in the interference list.
步骤105,CU根据干扰列表所记录各个子信道对应的服务基站ID以及干扰基站ID,确定在干扰列表中所记录各个子信道上进行合作传输的基站,并通知进行合作传输的基站。
在本步骤中,对于干扰列表上记录的一个子信道n,假设服务基站为基站i,其干扰基站为基站j,则可以确定在子信道n上进行合作传输的基站为基站i和基站j。且可以确定基站i和基站j一同服务在基站i所对应小区中使用子信道n的那个用户,而基站j所对应小区中原本使用子信道n的那个用户将不能再继续使用这个信道了。这样,虽然降低了信道利用率,但是通过合作传输可以消除基站j对基站i所对应小区中使用子信道n的那个用户的强干扰,从而提高该用户的信干噪比,提高该用户的吞吐量,进而提高整个多小区OFDMA网络的吞吐量。In this step, for a subchannel n recorded on the interference list, assuming that the serving base station is base station i and its interfering base station is base station j, it can be determined that the base stations performing cooperative transmission on subchannel n are base station i and base station j. And it can be determined that base station i and base station j together serve the user who uses subchannel n in the cell corresponding to base station i, and the user who originally used subchannel n in the cell corresponding to base station j will no longer be able to continue to use this channel. In this way, although the channel utilization rate is reduced, the strong interference of base station j to the user using subchannel n in the cell corresponding to base station i can be eliminated through cooperative transmission, thereby improving the signal-to-interference-noise ratio of the user and improving the throughput of the user , thereby improving the throughput of the entire multi-cell OFDMA network.
另外,关于基站间合作传输,可以采用很多种方式,如波束成形等。在本实施例中,为方便起见,可以只考虑功率的叠加,也即进行合作传输的两个基站传输同样的内容给同一个用户,这个被合作服务的用户的信号功率即为它从两个合作基站上接收到的功率相加。In addition, with regard to cooperative transmission between base stations, many ways can be used, such as beamforming. In this embodiment, for the sake of convenience, only the superposition of power can be considered, that is, two base stations performing cooperative transmission transmit the same content to the same user, and the signal power of the user being served by cooperation is the signal power obtained from the two base stations. The powers received at the cooperative base stations are summed.
步骤106,各个基站根据CU的指令,在需要进行合作传输的子信道上进行合作传输,并将这些需要进行合作传输的子信道从自身的子信道集合N中删除以更新自身的可用子信道集合N’。
在本步骤中,各个基站从自身的子信道集合N中删除那些需要进行合作传输的子信道就可以得到更新后的自身的可用子信道集合N’。In this step, each base station deletes those subchannels that require cooperative transmission from its own subchannel set N to obtain its own updated available subchannel set N'.
在执行完上述步骤101至步骤106之后,就完成了一轮的资源分配。接下来,在下一时隙,可以再返回步骤101进行下一轮的资源分配。After the
由于在上述步骤106中各个基站会更新自身的可用子信道集合N’,下一轮的资源分配会在上一轮资源分配结果的基础上进行调整。因此,可以看出,本实施例的方法是一个根据环境变化不断更新的资源分配方法。Since each base station will update its own available subchannel set N' in the
从上述描述过程可以看出,本实施例提出的资源分配方法是一种分布式的资源分配方法,CU不需要获知整个多小区OFDMA网络中所有用户在所有信道上的信道信息,因此与中心式的资源分配方法相比,更适合实际应用。另外,也大大降低了CU的复杂度。From the above description process, it can be seen that the resource allocation method proposed in this embodiment is a distributed resource allocation method, and the CU does not need to know the channel information of all users on all channels in the entire multi-cell OFDMA network, so it is different from the central method It is more suitable for practical application than the resource allocation method. In addition, the complexity of the CU is greatly reduced.
其次,在本实施例所提出的资源分配方法中,CU可以根据各基站上报的干扰信息生成干扰列表,并进一步根据干扰列表确定在一些干扰较强的子信道上进行合作传输的基站。由于现有的分布式资源分配方法并不能实现基站间的合作传输,因此,本发明实施例所提出的方法与现有的分布式资源分配方法相比,可以在消除最强干扰的同时提升整个网络的吞吐量。Secondly, in the resource allocation method proposed in this embodiment, the CU can generate an interference list according to the interference information reported by each base station, and further determine base stations for cooperative transmission on some sub-channels with strong interference according to the interference list. Since the existing distributed resource allocation method cannot realize cooperative transmission between base stations, the method proposed in the embodiment of the present invention can improve the whole network while eliminating the strongest interference compared with the existing distributed resource allocation method. The throughput of the network.
再次,本实施例所述的方法在用户和基站以及基站和CU之间仅需要交互少量的信息,因此具有较小的信令开销。Again, in the method described in this embodiment, only a small amount of information needs to be exchanged between the user and the base station, and between the base station and the CU, so there is less signaling overhead.
还有,本发明实施例所提出的资源分配方法的计算复杂度较低,仅约为O(LMN/2+NlogN)。In addition, the computational complexity of the resource allocation method proposed in the embodiment of the present invention is relatively low, only about O(LMN/2+NlogN).
最后,除多小区OFDMA网络之外,本实施例的资源分配方法还可以应用在多种现有网络设施上,同时还可以和微小区,超微小区等技术相结合,具有很好的兼容性。Finally, in addition to the multi-cell OFDMA network, the resource allocation method of this embodiment can also be applied to a variety of existing network facilities, and can also be combined with technologies such as micro cells and femto cells, and has good compatibility .
对应上述资源分配方法,本发明的实施例还提供了应有上述方法的基站以及CU,其中,基站的具体结构如图3所示,具体包括:Corresponding to the above resource allocation method, the embodiment of the present invention also provides a base station and a CU that should have the above method, wherein the specific structure of the base station is shown in Figure 3, specifically including:
单小区资源分配单元,用于对自身的可用子信道集合N’中的子信道进行单小区的资源分配;如前所述,但小区资源分配单元可以考虑采用一些现有的单小区资源分配方法,例如,自适应单小区资源分配方法或贪心算法等方法来进行单小区的资源分配;The single-cell resource allocation unit is used to perform single-cell resource allocation on the sub-channels in its own available sub-channel set N'; as mentioned above, but the cell resource allocation unit may consider adopting some existing single-cell resource allocation methods , for example, an adaptive single-cell resource allocation method or a greedy algorithm to allocate resources for a single cell;
干扰信息接收单元,用于接收自身所服务用户上报的其所受干扰最强的子信道对应的干扰信息,具体包括:子信道ID、对该子信道造成最强干扰的基站的ID(以下简称为干扰基站ID)以及所受到的干扰值,例如干扰功率等;The interference information receiving unit is used to receive the interference information corresponding to the sub-channel with the strongest interference reported by the user it serves, specifically including: the sub-channel ID, the ID of the base station that caused the strongest interference to the sub-channel (hereinafter referred to as is the interfering base station ID) and the received interference value, such as interference power, etc.;
干扰信息上报单元,用于从自身所服务用户上报的干扰信息中选择受到干扰最大的S个子信道,并将这S个子信道对应的干扰信息(包括:子信道ID、干扰基站ID以及所受到的干扰值)发送给CU;如前所述,上述S为自然数,可以是一个预先确定的固定的数值,也可以是根据用户上报的受到干扰的子信道总数动态确定的值,例如可以设置为用户上报的受到干扰的子信道总数的一定比例,例如20%;以及The interference information reporting unit is used to select the S subchannels that suffer the most interference from the interference information reported by the users served by itself, and send the interference information corresponding to the S subchannels (including: subchannel ID, interfering base station ID, and received Interference value) sent to the CU; as mentioned above, the above S is a natural number, which can be a predetermined fixed value, or a value dynamically determined according to the total number of interfered sub-channels reported by the user. For example, it can be set as the user A certain percentage of the total number of reported interfered sub-channels, for example 20%; and
合作传输单元,用于根据CU的指令,在需要进行合作传输的子信道上进行合作传输,并将这些需要进行合作传输的子信道从自身的子信道集合N中删除以更新自身的可用子信道集合N’。The cooperative transmission unit is configured to perform cooperative transmission on the subchannels that require cooperative transmission according to the instructions of the CU, and delete these subchannels that require cooperative transmission from its own subchannel set N to update its own available subchannels Set N'.
CU的具体结构如图4所示,主要包括:The specific structure of the CU is shown in Figure 4, mainly including:
干扰列表生成单元,用于根据各个基站上报的干扰信息生成一个干扰列表,该干扰列表记录了多小区OFDMA网络中受到干扰最大的T个子信道的服务基站ID及其对应的干扰信息(包括:子信道ID、干扰基站ID以及所受到的干扰值);如前所述,上述T也为一个自然数,可以是一个预先确定的固定的数值,也可以是根据用户上报的受到干扰的子信道总数动态确定的值,例如设置为用户上报的受到干扰的子信道总数的一定比例,例如10%;以及The interference list generation unit is used to generate an interference list according to the interference information reported by each base station, and the interference list records the serving base station IDs and corresponding interference information (including: channel ID, interfering base station ID, and the interference value received); as mentioned above, the above T is also a natural number, which can be a predetermined fixed value, or it can be dynamic according to the total number of interfered sub-channels reported by the user. A determined value, such as being set to a certain percentage of the total number of interfered sub-channels reported by users, such as 10%; and
合作传输确定单元,用于根据干扰列表所记录各个子信道对应的服务基站ID以及干扰基站ID,确定在干扰列表中所记录各个子信道上进行合作传输的基站,并通知进行合作传输的基站。The cooperative transmission determining unit is configured to determine the base station for cooperative transmission on each subchannel recorded in the interference list according to the serving base station ID and the interfering base station ID corresponding to each subchannel recorded in the interference list, and notify the base station for cooperative transmission.
下面将通过仿真具体说明本发明实施例所述资源分配方法的技术效果。如下表2显示了仿真时所使用的系统参数。The technical effect of the resource allocation method in the embodiment of the present invention will be specifically described below through simulation. Table 2 below shows the system parameters used in the simulation.
表2Table 2
图5显示了采用不同资源分配方法的时候,在不同的小区负载(用户个数)下的小区平均吞吐量,其中,带星形的曲线对应现有中心式资源分配方法;带方形的曲线对应本发明实施例所提出的资源分配方法;带菱形的曲线对应现有软频率复用资源分配方法;带圆形的曲线对应现有的Reuse-3资源分配方法;带三角形的曲线对应现有基站间无协作方法。从图5可以看出,与现有的各种分布式资源分配方法相比,本发明实施例所提出的资源分配方法可以提高小区的平均吞吐量。Figure 5 shows the average throughput of the cell under different cell loads (number of users) when using different resource allocation methods, where the curve with a star corresponds to the existing centralized resource allocation method; the curve with a square corresponds to The resource allocation method proposed in the embodiment of the present invention; the curve with rhombus corresponds to the existing soft frequency multiplexing resource allocation method; the curve with circle corresponds to the existing Reuse-3 resource allocation method; the curve with triangle corresponds to the existing base station There is no method of collaboration. It can be seen from FIG. 5 that, compared with various existing distributed resource allocation methods, the resource allocation method proposed in the embodiment of the present invention can improve the average throughput of the cell.
从之前的描述可以看出,本发明的实施例描述的方案中,需要在用户与基站之间增加新的信令,以传递用户的干扰信息。为了不增加新的信令,本发明的实施例还提出了一种替代方案,也即使用用户上报给服务基站的自身子信道的信干噪比以及相邻小区的参考信号接收功率作为上述用户向基站上报的干扰信息。具体而言,用户首先通过现有的测量(measurement)过程和信令向基站上报自身在各个子信道上的信干噪比以及各基站的参考信号接收功率(RSRP);然后,各个基站分别从自身的子信道中选择S个信干噪比最小的子信道,并将这S个子信道对应的子信道ID、除自身外最强参考信号接收功率所对应基站的ID以及该基站的参考信号接收功率分别作为干扰信息中的子信道ID、干扰基站ID以及干扰值发送给中心控制器CU;接下来,CU根据基站上报的信息生成干扰列表,其结构也如表1所示,主要包括:子信道ID、服务基站ID、干扰基站ID以及干扰值。然后,CU就可以直接根据干扰列表确定需要进行合作传输的子信道以及进行合作传输的基站并通知相应基站了。由于用户向自身服务基站上报信干噪比以及各基站的RSRP使用的是已有的信令,因此,在本替代方案中,不需要增加新的信令。It can be seen from the previous description that in the solutions described in the embodiments of the present invention, new signaling needs to be added between the user and the base station to transmit the interference information of the user. In order not to add new signaling, the embodiment of the present invention also proposes an alternative solution, that is, using the signal-to-interference-noise ratio of the user's own subchannel and the reference signal received power of the adjacent cell reported by the user to the serving base station as the above-mentioned user Interference information reported to the base station. Specifically, the user first reports its SINR on each subchannel and the Reference Signal Received Power (RSRP) of each base station to the base station through the existing measurement (measurement) process and signaling; Select S subchannels with the smallest SINR from its own subchannels, and combine the subchannel IDs corresponding to these S subchannels, the ID of the base station corresponding to the strongest reference signal receiving power except itself, and the reference signal receiving power of the base station The power is sent to the central controller CU as the sub-channel ID, interfering base station ID and interference value in the interference information; next, the CU generates an interference list according to the information reported by the base station, and its structure is also shown in Table 1, mainly including: Channel ID, serving base station ID, interfering base station ID and interference value. Then, the CU can directly determine the subchannel for cooperative transmission and the base station for cooperative transmission according to the interference list, and notify the corresponding base station. Since the user reports the SINR to its serving base station and the RSRP of each base station uses existing signaling, no new signaling is needed in this alternative solution.
在这种情况下,执行上述方法的基站的结构也如图3所示,主要包括如下组成部件:In this case, the structure of the base station implementing the above method is also shown in Figure 3, mainly including the following components:
单小区资源分配单元,用于对自身的可用子信道集合中的子信道进行单小区的资源分配;a single-cell resource allocation unit, configured to perform single-cell resource allocation on subchannels in its own set of available subchannels;
干扰信息接收单元,用于接收自身所服务用户上报的自身所有子信道上的信干噪比以及来自各个基站的参考信号接收功率;The interference information receiving unit is used to receive the signal-to-interference-noise ratio on all sub-channels reported by the user served by itself and the reference signal received power from each base station;
干扰信息上报单元,用于从自身的子信道中选择S个信干噪比最小的子信道,并将这S个子信道对应的子信道ID、除自身外最强参考信号接收功率所对应基站的ID以及该基站的参考信号接收功率作为干扰信息中的子信道ID、干扰基站ID以及干扰值发送给中心控制器CU;其中,所述S为自然数;以及The interference information reporting unit is used to select S subchannels with the smallest signal-to-interference-noise ratio from its own subchannels, and report the subchannel IDs corresponding to these S subchannels and the base station corresponding to the strongest reference signal received power other than itself The ID and the reference signal received power of the base station are sent to the central controller CU as the subchannel ID, the interfering base station ID and the interference value in the interference information; wherein, the S is a natural number; and
合作传输单元,用于根据CU的指令,在需要进行合作传输的子信道上进行合作传输,并将这些需要进行合作传输的子信道从自身的子信道集合中删除以更新自身的可用子信道集合。The cooperative transmission unit is configured to perform cooperative transmission on the subchannels that require cooperative transmission according to the instructions of the CU, and delete these subchannels that require cooperative transmission from its own subchannel set to update its own available subchannel set .
本领域的技术人员可以理解,本替代方案的好处是省了信令开销,但Those skilled in the art can understand that the advantage of this alternative solution is that signaling overhead is saved, but
是,由于信干噪比差有可能是由于信道增益小导致而非干扰大导致,因此,Yes, since the poor signal-to-interference-noise ratio may be caused by small channel gain rather than large interference, therefore,
这种替代方案的性能无法与上述实施例所描述的方案相媲美。The performance of this alternative is not comparable to that described in the above examples.
以上所述仅为本发明的较佳实施例而已,并不用以限制本发明,凡在本发明的精神和原则之内,所做的任何修改、等同替换、改进等,均应包含在本发明保护的范围之内。The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of the present invention shall be included in the present invention. within the scope of protection.
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