CN101505482A - Semi-distribution type resource distribution method and system - Google Patents
Semi-distribution type resource distribution method and system Download PDFInfo
- Publication number
- CN101505482A CN101505482A CNA200910078461XA CN200910078461A CN101505482A CN 101505482 A CN101505482 A CN 101505482A CN A200910078461X A CNA200910078461X A CN A200910078461XA CN 200910078461 A CN200910078461 A CN 200910078461A CN 101505482 A CN101505482 A CN 101505482A
- Authority
- CN
- China
- Prior art keywords
- relay
- relay station
- channel state
- user
- hop link
- Prior art date
- Legal status (The legal status 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 status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 49
- 238000013468 resource allocation Methods 0.000 claims abstract description 91
- 230000009365 direct transmission Effects 0.000 claims abstract description 49
- 230000005540 biological transmission Effects 0.000 claims description 37
- 238000012545 processing Methods 0.000 claims description 4
- 238000012546 transfer Methods 0.000 claims description 2
- 238000004891 communication Methods 0.000 abstract description 10
- 230000001413 cellular effect Effects 0.000 description 19
- 238000010586 diagram Methods 0.000 description 11
- 238000007726 management method Methods 0.000 description 8
- 238000005516 engineering process Methods 0.000 description 5
- 238000010295 mobile communication Methods 0.000 description 5
- 230000007246 mechanism Effects 0.000 description 3
- 230000008569 process Effects 0.000 description 3
- 235000008694 Humulus lupulus Nutrition 0.000 description 2
- 239000000969 carrier Substances 0.000 description 2
- 238000005562 fading Methods 0.000 description 2
- 238000005457 optimization Methods 0.000 description 2
- 230000002860 competitive effect Effects 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 238000004088 simulation Methods 0.000 description 1
- 238000012795 verification Methods 0.000 description 1
Images
Landscapes
- Mobile Radio Communication Systems (AREA)
Abstract
本发明涉及一种半分布式资源分配方法,包括以下步骤:基站获得直传用户反馈的直传链路的信道状态信息、中继站反馈的第一跳链路的信道状态信息和预估的第二跳链路的平均速率信息;基站根据上述信息将资源分配给中继站和直传用户;中继站根据中继用户反馈的第二跳链路的信道状态信息将已分配给中继站的资源再分配给中继用户。本发明还涉及一种半分布式资源分配系统。本发明根据中继系统在网络拓扑等方面具有的特点,将资源分配方法分解在两个功能实体上分布实现,降低了中继用户第二跳信道状态信息的反馈开销与算法复杂度,有效地提升了网络的用户满意率,保证了用户在移动环境下的通信服务质量,增强了系统吞吐量以及资源利用率。
The invention relates to a semi-distributed resource allocation method, comprising the following steps: the base station obtains the channel state information of the direct transmission link fed back by the direct transmission user, the channel state information of the first hop link fed back by the relay station, and the estimated second The average rate information of the hop link; the base station allocates resources to the relay station and direct transmission users according to the above information; the relay station redistributes the resources allocated to the relay station to the relay according to the channel state information of the second hop link fed back by the relay user user. The invention also relates to a semi-distributed resource allocation system. According to the characteristics of the relay system in terms of network topology, etc., the present invention decomposes the resource allocation method into two functional entities for distributed implementation, reduces the feedback overhead and algorithm complexity of the relay user's second-hop channel state information, and effectively It improves the user satisfaction rate of the network, ensures the communication service quality of users in the mobile environment, and enhances the system throughput and resource utilization.
Description
技术领域 technical field
本发明涉及移动通信领域,尤其涉及一种半分布式资源分配方法及系统。The invention relates to the field of mobile communication, in particular to a semi-distributed resource allocation method and system.
背景技术 Background technique
未来移动通信系统需要支持在高移动性下的高速传输,且具有更广业务覆盖。这不仅需要采用先进传输技术,还需要新的网络体系结构支持。蜂窝中继移动通信系统(简称蜂窝中继系统)是近年来的研究热点,它通过中继节点的协作传输和资源优化分配能获得空间分集增益,扩大网络覆盖,提高系统容量,增强系统性能。IEEE802.11,IEEE802.16以及欧洲的WINNER等组织都明确提出了“中继”以及多跳协作传输的概念,并正在进行标准化的工作。因此,中继系统已成为一种极具吸引力和竞争力的未来无线通信网络技术架构方案。Future mobile communication systems need to support high-speed transmission under high mobility and have wider service coverage. This requires not only the adoption of advanced transmission technologies, but also the support of new network architectures. Cellular relay mobile communication system (referred to as cellular relay system) is a research hotspot in recent years. It can obtain space diversity gain, expand network coverage, increase system capacity, and enhance system performance through cooperative transmission of relay nodes and optimal allocation of resources. Organizations such as IEEE802.11, IEEE802.16 and European WINNER have clearly proposed the concept of "relay" and multi-hop cooperative transmission, and are working on standardization. Therefore, the relay system has become a very attractive and competitive future wireless communication network technology architecture solution.
在蜂窝中继系统中,用户终端可以通过基站接入网络,也可以通过中继站以两跳传输的方式接入网络,可认为系统中存在两类用户。正是由于用户的多样性以及无线传播信道的时变性会实时地影响用户当前链路的传输质量,为保证网络的较高吞吐量以及较高的用户满意度,系统需要根据网络以及用户状态的变化即时地调整和分配新的通信链路。资源分配作为一项重要的无线资源管理功能,同时也是移动通信系统的一个关键模块功能,其流程设计以及分配机制将直接影响整个网络的性能。In a cellular relay system, a user terminal can access the network through a base station, or through a relay station in a two-hop transmission mode. It can be considered that there are two types of users in the system. It is precisely because the diversity of users and the time-varying nature of the wireless propagation channel will affect the transmission quality of the user's current link in real time. In order to ensure a high throughput of the network and high user satisfaction, the system needs to Changes are adjusted and new communication links are allocated on the fly. As an important radio resource management function, resource allocation is also a key module function of the mobile communication system. Its process design and allocation mechanism will directly affect the performance of the entire network.
中继技术的应用给蜂窝系统的资源分配机制带来了新的挑战,原有的资源分配方案将无法适应新的系统要求。The application of relay technology has brought new challenges to the resource allocation mechanism of the cellular system, and the original resource allocation scheme will not be able to adapt to the new system requirements.
首先,在传统蜂窝移动通信网络中,资源分配仅需要考虑在基站和终端两种网络元素之间进行。随着中继技术的引入,在网络中除了原有的基站、终端之外,还增加了中继站这种新的网络元素,网络拓扑的复杂化、用户种类的多样化将使得蜂窝中继网络的资源分配策略必然更加复杂。First, in a traditional cellular mobile communication network, resource allocation only needs to be considered between two network elements, the base station and the terminal. With the introduction of relay technology, in addition to the original base stations and terminals, new network elements such as relay stations have been added to the network. The complexity of network topology and the diversification of user types will make the cellular relay network Resource allocation strategies are necessarily more complex.
其次,在多用户情况下,无线通信系统需要分配的资源至少考虑时频二维的联合优化。而中继站的引入,在改变网络拓扑的同时,也带来了空间上的变化,即资源分配时需要考虑空间、时域、频域三维优化,这也相应增加了资源管理模块的难度。Secondly, in the case of multiple users, the resources allocated by the wireless communication system need to consider at least two-dimensional joint optimization of time and frequency. The introduction of relay stations, while changing the network topology, also brings spatial changes, that is, three-dimensional optimization in space, time domain, and frequency domain needs to be considered when resource allocation, which also increases the difficulty of the resource management module accordingly.
再次,现有的蜂窝中继系统基本采用的是集中式或者分布式的资源分配方法。对于集中式的方法来讲,它能有效地最大化系统的吞吐量,并保证用户的QoS。中继站的引入之后,它的资源管理功能如何利用就成了一大难点。除了扩大覆盖,提高各跳链路的信噪比等固有优势,如果沿用传统的集中式资源分配机制,不仅中继站的管理功能没法得到体现与利用,同时由于多跳的信道信息反馈会给系统增加庞大的开销,基站端的数据处理与资源分配决策也会更为复杂。而对于分布式的方法来讲,它能在蜂窝中继系统中,有效的降低中继端的信息反馈量,并且充分利用中继站的资源管理功能;但它的缺点也较为明显,由于基站端对于第二跳链路的未知性,其资源分配不能最为有效的优化吞吐量和用户满意度,如果从非合作博弈或者合作博弈角度寻求分布式的资源分配方案,不仅需要牺牲一定的算法复杂度,而且系统其性能很难达到最优。Thirdly, the existing cellular relay system basically adopts a centralized or distributed resource allocation method. For the centralized method, it can effectively maximize the throughput of the system and guarantee the QoS of the users. After the introduction of the relay station, how to use its resource management function has become a major difficulty. In addition to the inherent advantages of expanding coverage and improving the signal-to-noise ratio of each hop link, if the traditional centralized resource allocation mechanism is used, not only the management function of the relay station cannot be reflected and utilized, but also because the multi-hop channel information feedback will give the system With the addition of huge overhead, the data processing and resource allocation decisions at the base station will become more complicated. As for the distributed method, it can effectively reduce the information feedback amount of the relay terminal in the cellular relay system, and make full use of the resource management function of the relay station; Due to the unknown nature of the two-hop link, its resource allocation cannot optimize the throughput and user satisfaction most effectively. If a distributed resource allocation scheme is sought from the perspective of non-cooperative game or cooperative game, not only must sacrifice a certain algorithm complexity, but also It is difficult to achieve the optimal performance of the system.
不论是哪种资源分配方法,都需要在用户信道状态改变时,尽可能保证用户的通信质量,这样才有利于提高用户满意率,提高系统吞吐量。显然,传统的各种集中式资源分配方案,如轮询资源分配方案、最大载干比资源分配方案、比例公平方案等等,都已不适用于蜂窝中继系统,所以应当针对蜂窝中继系统的特点,重新考虑在引入中继技术情况下的资源分配问题。Regardless of the resource allocation method, it is necessary to ensure the user's communication quality as much as possible when the user's channel state changes, so as to improve user satisfaction and system throughput. Obviously, various traditional centralized resource allocation schemes, such as round-robin resource allocation schemes, maximum carrier-to-interference ratio resource allocation schemes, proportional fairness schemes, etc., are no longer suitable for cellular relay systems, so they should be targeted at cellular relay systems. characteristics, and reconsider the resource allocation problem in the case of introducing relay technology.
发明内容 Contents of the invention
本发明的目的是提出一种适用于蜂窝中继系统的半分布式资源分配方法及系统,能够充分利用中继站这个新的网络元素的资源管理功能,降低系统的反馈开销,提高资源的有效利用率,增加用户满意度,增强系统吞吐量。The purpose of the present invention is to propose a semi-distributed resource allocation method and system suitable for cellular relay systems, which can make full use of the resource management function of the relay station, a new network element, reduce the feedback overhead of the system, and improve the effective utilization of resources , increase user satisfaction, and enhance system throughput.
为实现上述目的,本发明提供了一种半分布式资源分配方法,包括以下步骤:To achieve the above object, the present invention provides a semi-distributed resource allocation method, comprising the following steps:
基站获得直传用户反馈的直传链路的信道状态信息、中继站反馈的第一跳链路的信道状态信息和中继站预估的第二跳链路的平均速率信息;The base station obtains the channel state information of the direct transmission link fed back by the direct transmission user, the channel state information of the first-hop link fed back by the relay station, and the average rate information of the second-hop link estimated by the relay station;
基站根据所述直传链路的信道状态信息、第一跳链路的信道状态信息和平均速率信息将资源分配给中继站和直传用户;The base station allocates resources to relay stations and direct transmission users according to the channel state information of the direct transmission link, the channel state information of the first-hop link, and the average rate information;
所述中继站根据中继用户反馈的第二跳链路的信道状态信息将已分配给中继站的资源再分配给中继用户。The relay station reallocates resources allocated to the relay station to the relay user according to the channel state information of the second hop link fed back by the relay user.
进一步的,在所述中继站反馈第二跳链路的平均速率信息之前,还包括以下步骤:Further, before the relay station feeds back the average rate information of the second hop link, the following steps are also included:
所述中继站接收中继用户反馈的第二跳链路的信道状态信息,并根据所述第二跳链路的信道状态信息预估所述第二跳链路的平均速率信息。The relay station receives the channel state information of the second-hop link fed back by the relay user, and estimates the average rate information of the second-hop link according to the channel state information of the second-hop link.
进一步的,所述预估第二跳链路的平均速率信息的操作具体为:Further, the operation of estimating the average rate information of the second hop link is specifically:
所述中继站对中继用户在第二跳链路各个子载波上的信道信息进行加权处理,预估出所述第二跳链路的平均速率信息。The relay station performs weighting processing on the channel information of the relay user on each subcarrier of the second hop link, and estimates the average rate information of the second hop link.
进一步的,所述基站根据所述直传链路的信道状态信息、第一跳链路的信道状态信息和平均速率信息将资源分配给中继站和直传用户的操作具体包括:Further, the operation of the base station allocating resources to relay stations and direct transmission users according to the channel state information of the direct transmission link, the channel state information of the first hop link, and the average rate information specifically includes:
将所有中继站视为整体中继站,所述基站将系统资源分配给所述直传用户和整体中继站;Treating all relay stations as an overall relay station, the base station allocates system resources to the direct transmission users and the overall relay station;
根据所述第二跳链路的平均速率信息,所述基站预估各个中继站为支持第二跳链路的传输所需的子载波数量,并将已分配给所述整体中继站的资源按照所述预估的子载波数量成比例分配给各个中继站。According to the average rate information of the second hop link, the base station estimates the number of subcarriers required by each relay station to support the transmission of the second hop link, and assigns the resources allocated to the overall relay station according to the The estimated number of subcarriers is allocated to each relay station in proportion.
进一步的,所述将系统资源分配给所述直传用户和整体中继站的操作具体为:Further, the operation of allocating system resources to the direct transmission user and the overall relay station is specifically:
基站以满足不同业务类型的最小传输速率需求为前提,最大化系统吞吐量为准则,将资源分配给所述直传用户和整体中继站。The base station allocates resources to the direct transmission users and the overall relay station on the premise of meeting the minimum transmission rate requirements of different service types and maximizing system throughput as a criterion.
进一步的,所述将已分配给中继站的资源再分配给中继用户的操作具体为:Further, the operation of reallocating the resource allocated to the relay station to the relay user is specifically:
所述中继站依据中继用户在第一跳链路的传输速率,根据中继用户反馈的第二跳链路的信道状态信息,调整子载波分配以及各子载波上的功率来分配第二跳链路的资源,以实现两跳速率均衡。The relay station adjusts the subcarrier allocation and the power on each subcarrier to allocate the second hop link according to the transmission rate of the relay user on the first hop link and according to the channel state information of the second hop link fed back by the relay user Route resources to achieve two-hop rate balance.
为实现上述目的,本发明提供了一种半分布式资源分配系统,包括:To achieve the above object, the present invention provides a semi-distributed resource allocation system, comprising:
第一信道状态获取模块,设于基站内,用于获得直传用户反馈的直传链路的信道状态信息、中继站反馈的第一跳链路的信道状态信息和中继站预估的第二跳链路的平均速率信息;The first channel state acquisition module is set in the base station and is used to obtain the channel state information of the direct transmission link fed back by the direct transmission user, the channel state information of the first hop link fed back by the relay station, and the second hop link estimated by the relay station The average speed information of the road;
第一资源分配模块,设于基站内,用于根据所述直传链路的信道状态信息、第一跳链路的信道状态信息和平均速率信息将资源分配给中继站和直传用户;The first resource allocation module is set in the base station and is used to allocate resources to the relay station and the direct transmission user according to the channel state information of the direct transmission link, the channel state information and the average rate information of the first hop link;
第二信道状态获取模块,设于中继站内,用于获取中继用户反馈的第二跳链路的信道状态信息;The second channel state acquisition module is set in the relay station and is used to obtain the channel state information of the second hop link fed back by the relay user;
第二资源分配模块,设于中继站内,用于根据所述第二跳链路的信道状态信息将已分配给中继站的资源再分配给中继用户。The second resource allocation module is set in the relay station, and is used to re-allocate the resource allocated to the relay station to the relay user according to the channel state information of the second hop link.
进一步的,还包括平均速率预估模块,设于中继站内,用于根据所述第二跳链路的信道状态信息预估所述第二跳链路的平均速率信息。Further, it also includes an average rate estimation module, which is set in the relay station, and is used for estimating the average rate information of the second-hop link according to the channel state information of the second-hop link.
进一步的,所述第一资源分配模块具体包括:Further, the first resource allocation module specifically includes:
中继站整体分配单元,用于将所有中继站视为整体中继站,所述基站将系统资源分配给所述直传用户和整体中继站;A relay station overall allocation unit, configured to regard all relay stations as an overall relay station, and the base station allocates system resources to the direct transmission users and the overall relay station;
子载波预估单元,用于预估各个中继站为支持第二跳链路的传输所需的子载波数量;A subcarrier estimation unit, configured to estimate the number of subcarriers required by each relay station to support the transmission of the second hop link;
中继站个体分配单元,用于将已分配给所述整体中继站的资源按照所述预估的子载波数量成比例分配给各个中继站。The relay station individual allocation unit is configured to allocate the resources allocated to the overall relay station to each relay station in proportion to the estimated number of subcarriers.
进一步的,所述第二资源分配模块具体包括:Further, the second resource allocation module specifically includes:
子载波调整单元,用于依据中继用户在第一跳链路的传输速率,根据中继用户反馈的第二跳链路的信道状态信息,调整子载波分配以及各子载波上的功率来分配第二跳链路的资源,以实现两跳速率均衡。The subcarrier adjustment unit is used to adjust subcarrier allocation and power allocation on each subcarrier according to the transmission rate of the relay user on the first hop link and the channel state information of the second hop link fed back by the relay user Resources of the second hop link to achieve two-hop rate balance.
基于上述技术方案,本发明在考虑到充分利用中继站的资源管理功能的前提下,根据中继系统在网络拓扑等方面具有的特点,将资源分配方法分解在两个功能实体上分布实现,并在中继站实现两跳速率均衡,不仅降低了中继用户第二跳信道状态信息的反馈开销与算法复杂度,并且充分利用了中继站这个网络元素,有效地提升了网络的用户满意率,保证了用户在移动环境下的通信服务质量,增强了系统吞吐量以及资源利用率,具有较强的实用性。Based on the above technical solution, under the premise of fully utilizing the resource management function of the relay station, the present invention decomposes the resource allocation method into two functional entities for distribution and implementation according to the characteristics of the relay system in terms of network topology, etc. The relay station achieves two-hop rate equalization, which not only reduces the feedback overhead and algorithm complexity of the relay user's second-hop channel state information, but also makes full use of the relay station as a network element, effectively improving the user satisfaction rate of the network and ensuring the user's The quality of communication service in the mobile environment enhances system throughput and resource utilization, and has strong practicability.
附图说明 Description of drawings
此处所说明的附图用来提供对本发明的进一步理解,构成本申请的一部分,本发明的示意性实施例及其说明用于解释本发明,并不构成对本发明的不当限定。在附图中:The accompanying drawings described here are used to provide a further understanding of the present invention and constitute a part of the application. The schematic embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute improper limitations to the present invention. In the attached picture:
图1为本发明涉及的蜂窝中继网络结构示意图。FIG. 1 is a schematic structural diagram of a cellular relay network involved in the present invention.
图2a-2c分别为现有技术的集中式资源分配、本发明的半分布式资源分配和现有技术的分布式资源分配的示意图。2a-2c are schematic diagrams of centralized resource allocation in the prior art, semi-distributed resource allocation in the present invention, and distributed resource allocation in the prior art, respectively.
图3为本发明半分布式资源分配方法的一实施例的流程示意图。FIG. 3 is a schematic flowchart of an embodiment of a method for allocating semi-distributed resources in the present invention.
图4为本发明半分布式资源分配方法的另一实施例的流程示意图。Fig. 4 is a schematic flowchart of another embodiment of the semi-distributed resource allocation method of the present invention.
图5为本发明涉及的蜂窝中继网络中资源分配的示意图。FIG. 5 is a schematic diagram of resource allocation in the cellular relay network involved in the present invention.
图6为本发明涉及的中继用户两跳均衡的示意图。FIG. 6 is a schematic diagram of relay user two-hop equalization involved in the present invention.
图7为本发明半分布式资源分配系统的一实施例的结构示意图。FIG. 7 is a schematic structural diagram of an embodiment of the semi-distributed resource allocation system of the present invention.
图8为本发明半分布式资源分配系统的另一实施例的结构示意图。FIG. 8 is a schematic structural diagram of another embodiment of the semi-distributed resource allocation system of the present invention.
具体实施方式 Detailed ways
下面通过附图和实施例,对本发明的技术方案做进一步的详细描述。The technical solutions of the present invention will be described in further detail below with reference to the accompanying drawings and embodiments.
如图1所示,为本发明涉及的蜂窝中继网络结构示意图。在蜂窝中继网络是由多个蜂窝小区构成,每个小区中包含一个基站BS(BaseStation),一个或多个中继站RS(Relay Station)以及一个或多个移动用户终端MS(Mobile Station)。其中直传用户d-MS可以通过直传链路G0连接BS以接入网络,中继用户r-MS可以通过中继站RS建立第二跳链路G2和第一跳链路G1与基站BS的连接以接入网络。在图1中还给出了基于TDD的帧结构的例子。As shown in FIG. 1 , it is a schematic structural diagram of a cellular relay network involved in the present invention. The cellular relay network is composed of multiple cells, each cell contains a base station BS (BaseStation), one or more relay stations RS (Relay Station) and one or more mobile user terminals MS (Mobile Station). The direct transmission user d-MS can connect to the BS through the direct transmission link G 0 to access the network, and the relay user r-MS can establish the second hop link G 2 and the first hop link G 1 with the base station through the relay station RS BS connection to access the network. An example of a TDD-based frame structure is also given in FIG. 1 .
所谓直传用户d-MS指的是接入站为基站BS的移动终端,中继用户r-MS指的是接入站为中继站RS的移动终端。所谓接入站指的是移动终端接入网络时所直接连接的设备,其接入方式可依据最大接受功率、最小路径损耗、最大信道容量,或者其他准则等。所谓第一跳链路指的是基站BS和中继站RS之间的通信连接,第二跳链路指的是中继站RS与中继用户r-MS之间的通信连接,也称中继链路。The so-called direct transfer user d-MS refers to a mobile terminal whose access station is a base station BS, and the relay user r-MS refers to a mobile terminal whose access station is a relay station RS. The so-called access station refers to the equipment directly connected to the mobile terminal when accessing the network, and its access method can be based on the maximum received power, the minimum path loss, the maximum channel capacity, or other criteria. The so-called first-hop link refers to the communication connection between the base station BS and the relay station RS, and the second-hop link refers to the communication connection between the relay station RS and the relay user r-MS, also called a relay link.
本发明适用于上述的蜂窝中继系统,其采用的资源分配方式区别于现有技术的集中式资源分配和分布式资源分配,即半分布式资源分配。所谓半分布式资源分配方法指的是网络中针对中继用户的资源分配分别在基站BS和中继站RS中进行,但二者的分配并不完全独立。其中,基站BS所做的资源分配将依赖于中继站RS反馈的关于中继站RS到中继用户r-MS链路的加权信息,而中继站RS的分配还可以根据需要考虑基站BS到中继站RS的链路,以及中继站RS到中继用户r-MS链路的速率均衡。The present invention is applicable to the above-mentioned cellular relay system, and the resource allocation method adopted by it is different from the centralized resource allocation and distributed resource allocation in the prior art, that is, semi-distributed resource allocation. The so-called semi-distributed resource allocation method means that resource allocation for relay users in the network is performed in the base station BS and the relay station RS respectively, but the allocation of the two is not completely independent. Among them, the resource allocation made by the base station BS will depend on the weighted information about the link from the relay station RS to the relay user r-MS fed back by the relay station RS, and the allocation of the relay station RS can also consider the link from the base station BS to the relay station RS as needed , and the rate equalization of the link from the relay station RS to the relay user r-MS.
下面进行现有技术和本发明的三种资源分配方法运用于蜂窝中继系统的比较。如图2a-2c所示,分别为现有技术的集中式资源分配、本发明的半分布式资源分配和现有技术的分布式资源分配的示意图。这三种方式的主要区别说明如下:The following compares the three resource allocation methods of the prior art and the present invention applied to the cellular relay system. As shown in Figures 2a-2c, they are schematic diagrams of centralized resource allocation in the prior art, semi-distributed resource allocation in the present invention, and distributed resource allocation in the prior art, respectively. The main differences between the three methods are explained below:
1)从信息反馈的角度看,集中式的资源分配方法需要中继站将中继用户第二跳的全部信道信息进行反馈;本发明提出的半分布式资源分配方法只需要中继站将中继用户第二跳的平均速率进行反馈;而分布式的资源分配方法不需要第二跳的信道信息反馈。1) From the perspective of information feedback, the centralized resource allocation method requires the relay station to feed back all the channel information of the second hop of the relay user; the semi-distributed resource allocation method proposed in the present invention only requires the relay station to feed back the second hop of the relay user. The average rate of the hop is fed back; while the distributed resource allocation method does not need the channel information feedback of the second hop.
2)从网络接入站的功能看,集中式的资源分配功能集中在基站端进行,中继站不参与资源分配,仅仅转发传输信号;本发明提出的半分布式资源分配将在基站和中继站分别进行,且基站端能为中继用户做资源预分配,中继站能为中继用户做两跳均衡处理;分布式的资源分配也是在基站和中继站分别进行,但两个功能实体的资源分配是完全独立的。2) From the perspective of the function of the network access station, the centralized resource allocation function is concentrated on the base station, and the relay station does not participate in resource allocation, but only forwards the transmission signal; the semi-distributed resource allocation proposed by the present invention will be performed separately at the base station and the relay station , and the base station can pre-allocate resources for relay users, and the relay station can perform two-hop equalization processing for relay users; distributed resource allocation is also performed separately at the base station and relay station, but the resource allocation of the two functional entities is completely independent of.
3)从资源分配的角度看,采用集中式的方法,基站在资源调度时可基于两跳完整的信道状态信息去进行传输速率估计;采用本发明提出的半分布式的方法,基站可基于中继站的平均速率信息反馈做出资源预分配;采用分布式的方法,由于基站无法获取第二跳的信道状态信息,因此它无法预估中继用户的传输速率,只能随机或者按照其它准则处理。3) From the perspective of resource allocation, using a centralized method, the base station can perform transmission rate estimation based on the complete channel state information of two hops during resource scheduling; using the semi-distributed method proposed by the present invention, the base station can be based on the relay station With the distributed method, the base station cannot obtain the channel state information of the second hop, so it cannot predict the transmission rate of the relay user, and can only process it randomly or according to other criteria.
如图3所示,为本发明半分布式资源分配方法的一实施例的流程示意图。本实施例包括以下步骤:As shown in FIG. 3 , it is a schematic flowchart of an embodiment of the semi-distributed resource allocation method of the present invention. This embodiment includes the following steps:
步骤101、基站获得直传用户反馈的直传链路的信道状态信息、中继站反馈的第一跳链路的信道状态信息和中继站预估的第二跳链路的平均速率信息;
步骤102、基站根据所述直传链路的信道状态信息、第一跳链路的信道状态信息和平均速率信息将资源分配给中继站和直传用户;
步骤103、中继站根据中继用户反馈的第二跳链路的信道状态信息将已分配给中继站的资源再分配给中继用户。In
在上述技术方案中,资源可以为系统分配给移动终端的时隙、频带资源和/或功率资源,信道状态信息指的是链路在各个子载波上的信道状态。In the above technical solution, the resources may be time slots, frequency band resources and/or power resources allocated by the system to the mobile terminal, and the channel state information refers to the channel state of the link on each subcarrier.
本发明实施例的方案充分地利用了中继站这个网络元素,将资源分配方法分解在两个功能实体基站与中继站上以半分布式的形式实现,降低了中继用户第二跳信道状态信息的反馈开销与算法复杂度,有效地提升了网络的用户满意率,保证了用户在移动环境下的通信服务质量,增强了系统吞吐量以及资源利用率,具有较强的实用性。The scheme of the embodiment of the present invention makes full use of the network element of the relay station, decomposes the resource allocation method into two functional entities, the base station and the relay station, and implements it in a semi-distributed form, reducing the feedback of the second-hop channel state information of the relay user The overhead and algorithm complexity effectively improve the user satisfaction rate of the network, ensure the communication service quality of users in the mobile environment, enhance the system throughput and resource utilization, and have strong practicability.
如图4所示,为本发明半分布式资源分配方法的另一实施例的流程示意图。在本实施例中,假设系统有M个共信道的蜂窝小区,频率复用因子为1,系统带宽为B,分为N个正交的子信道。系统中均匀分布着K个用户,其中有Kd个直传用户,Kr个中继用户,基站的下行最大发射功率为中继站的下行最大发射功率为第k用户在第m小区第i跳第n号载波上的信道状态为m=1,...,M,n=1,...,N,i=0,1,2,其中i=0表示直传链路。系统采用时分半双工的方式,对于中继用户来讲,时隙资源分成ξ,1-ξ两部分,以支持中继用户的两跳传输,0<ξ<1。As shown in FIG. 4 , it is a schematic flowchart of another embodiment of the semi-distributed resource allocation method of the present invention. In this embodiment, it is assumed that the system has M co-channel cells, the frequency reuse factor is 1, and the system bandwidth is B, which are divided into N orthogonal sub-channels. There are K users evenly distributed in the system, among which there are K d direct transmission users and K r relay users, and the maximum downlink transmission power of the base station is The maximum downlink transmit power of the relay station is The channel state of the k-th user on the n-th carrier of the i-th hop in the m-th cell is m=1, . . . , M, n=1, . . . , N, i=0, 1, 2, where i=0 indicates a direct transmission link. The system adopts time-division half-duplex mode. For relay users, time slot resources are divided into ξ and 1-ξ to support two-hop transmission of relay users, 0<ξ<1.
第一步,根据蜂窝中继系统的结构确定各种链路的信道状况,包括直传链路、第一跳链路以及第二跳链路的信道状况,还可以包括测量的信道信息,即信号在自由空间的传播损耗,阴影衰落以及多径衰落等无线传播过程中存在的各种对信号有所影响的因素。The first step is to determine the channel conditions of various links according to the structure of the cellular relay system, including the channel conditions of the direct transmission link, the first hop link and the second hop link, and may also include the measured channel information, namely Various factors that affect the signal exist in the wireless propagation process such as the propagation loss of the signal in free space, shadow fading, and multipath fading.
直传用户将测得的用户链路的信道状态信息反馈至接入站(步骤1a),同时,中继站将第一跳链路的信道状态信息反馈至基站(步骤1b)。The direct transmission user feeds back the measured channel state information of the user link to the access station (step 1a), and at the same time, the relay station feeds back the channel state information of the first-hop link to the base station (step 1b).
第二步,中继站根据中继用户反馈的信道信息根据香农公式估计每个中继用户在第二跳所有载波上所能传输的平均速率以线性等权重加权为例,对于第kr个中继用户,其平均速率为In the second step, the relay station based on the channel information fed back by the relay user Estimate the average rate that each relay user can transmit on all carriers in the second hop according to Shannon's formula Taking linear equal-weight weighting as an example, for the k rth relay user, its average rate for
其中,是第kr中继用户在第m小区第i跳第n号载波上的信噪干扰比in, is the signal-to-noise-interference ratio of the k- th relay user on the i-th hop n-th carrier in the m-th cell
其中,pm(i,n)是接入站对第k用户在第m小区第i跳第n号载波上的发射功率,σ2是噪声功率,Im(i,n)是第k用户在第m小区第i跳第n号载波上受到的整个网络的同频干扰Among them, p m (i, n) is the transmission power of the access station to the k-th user on the i-th hop n-th carrier in the m-th cell, σ 2 is the noise power, and Im (i, n) is the k-th user The co-channel interference of the entire network on the nth carrier of the i-th hop in the m-th cell
式(1)中,是信噪比门限,有
中继站将预估的每个中继用户的平均速率反馈至基站(步骤2)。Average rate per relay user that the relay will estimate Feedback to the base station (step 2).
第三步,基站根据直传用户与中继站反馈的信道状态信息,基于满足每个用户的最小传输速率要求准则做第一次的资源分配,分配的资源包括时隙、频带以及功率等资源,如图5所示。In the third step, the base station makes the first resource allocation based on the channel state information fed back by the direct transmission user and the relay station based on the minimum transmission rate requirement of each user. The allocated resources include resources such as time slots, frequency bands, and power, such as Figure 5 shows.
设系统所有用户的最小传输速率要求的向量为
设系统子载波的分配标识因子为an,k,表示将第n号子载波分配给第k用户Let the allocation identification factor of the system subcarrier be a n, k , which means that the nth subcarrier is allocated to the kth user
基站将所有中继站视为一个整体中继站,以满足不同业务类型的最小传输速率需求为前提,最大化系统吞吐量为准则,将子载波资源以及功率资源分配给直传用户和中继站,具体步骤如下:The base station regards all relay stations as a whole relay station. On the premise of meeting the minimum transmission rate requirements of different service types and maximizing system throughput as a criterion, the base station allocates subcarrier resources and power resources to direct transmission users and relay stations. The specific steps are as follows:
①初始化:设接入站(基站)的发射功率在各个子载波上均分,有
②如果n≤N,找出具有最大的用户k,并设
③更新
④更新
⑤对第k用户在第n号子载波分配功率⑤ Allocate power to the nth subcarrier of the kth user
其中,
以上①~⑤步实现了基站以满足不同业务类型的最小传输速率需求为前提,最大化系统吞吐量为准则,将系统资源分别分配给直传用户(步骤3),以及分配给整体中继站(步骤4)。The above steps ①~⑤ realize that the base station meets the minimum transmission rate requirements of different service types as the premise, maximizes the system throughput as the criterion, and allocates system resources to the direct transmission users (step 3) and the overall relay station (step 3). 4).
第四步,基站根据中继站反馈的平均速率信息预估各个中继站为支持第二跳链路的传输所需要的子载波数量,并将第三步分配后,分配给整体中继站的子载波资源按照预估的结果进行资源预分配(步骤5)。The fourth step, the base station according to the average rate information fed back by the relay station Estimate the number of subcarriers required by each relay station to support the transmission of the second hop link, and after the third step of allocation, the subcarrier resources allocated to the overall relay station are pre-allocated according to the estimated result (step 5).
设Nr是第三步完成后,分配给所有中继站的子载波个数,Rj是基站根据各个中继站反馈的平均速率信息而估计出的中继为支持第二跳链路传输所需要达到的传输速率,j=1,...,J,J为每小区放置的中继站个数。则每个中继站所需要分配的子载波数Nr,j为Let N r be the number of subcarriers allocated to all relay stations after the third step is completed, and R j be the average rate information fed back by the base station according to each relay station The estimated transmission rate required by the relay to support the transmission of the second hop link, j=1, . . . , J, J is the number of relay stations placed in each cell. Then the number of subcarriers N r, j that each relay station needs to allocate is
由于缺少精确的信道信息反馈,基站在第四步所做的估计肯定存在一定偏差,但其根本的目的就在于通过较少的反馈,尽可能准确的根据中继用户的需求来分配第一跳的资源,从而为中继站的第二次分配做好铺垫。Due to the lack of accurate channel information feedback, there must be a certain deviation in the estimation made by the base station in the fourth step, but its fundamental purpose is to allocate the first hop as accurately as possible according to the needs of relay users with less feedback resources, paving the way for the second allocation of relay stations.
第五步,中继站依据中继用户在第一跳链路的传输速率,根据中继用户反馈的第二跳链路的信道状态信息,调整子载波分配以及各子载波上的功率来分配第二跳链路的资源,以实现两跳速率均衡。其中,蜂窝中继网络的两跳均衡示意如图6所示,它的根本目的在于使得同一中继用户的两跳速率尽可能相等。Step 5. According to the transmission rate of the relay user on the first hop link and the channel state information of the second hop link fed back by the relay user, the relay station adjusts the subcarrier allocation and the power on each subcarrier to allocate the second hop link. Hop link resources to achieve two-hop rate balance. Among them, the schematic diagram of the two-hop equalization of the cellular relay network is shown in Figure 6, and its fundamental purpose is to make the two-hop rates of the same relay user as equal as possible.
其中,是中继用户kr在第一跳链路上的传输速率,是通过中继站的资源分配之后,中继用户kr在第二跳链路上的传输速率。两跳均衡可以通过两跳采用不用的子载波,或者不同数量的子载波实现,这样不仅可提高资源利用率,还能进一步增强系统的吞吐量。in, is the transmission rate of the relay user k r on the first-hop link, is the transmission rate of the relay user k r on the second hop link after resource allocation by the relay station. Two-hop equalization can be realized by using unused subcarriers or different numbers of subcarriers in two hops, which can not only improve resource utilization, but also further enhance system throughput.
基于上述两跳均衡准则,中继站所执行的第二次资源分配具体步骤如下:Based on the above two-hop balance criterion, the specific steps of the second resource allocation performed by the relay station are as follows:
①初始化:设接入站(中继站)的发射功率在各个子载波上均分,对于第j个中继站有
②如果n≤Nr,j,找出具有最大的用户kr,并设
③更新
④更新
⑤对第kr用户在第二跳链路第n号子载波分配功率⑤ Allocate power to the k rth user on the nth subcarrier of the second hop link
其中
⑥微调上述功率
其中,ΔP是调整的功率步长,ζ是设定的满足两跳均衡的速率差值门限。Among them, ΔP is the adjusted power step size, and ζ is the set rate difference threshold satisfying two-hop equalization.
以上①~⑥步实现了中继站依据中继用户第二跳链路的信道状态信息,并以两跳速率均衡为准则,将基站通过第四步分配给它的资源,再有效的分配给中继用户。The above steps ① to ⑥ realize that the relay station allocates the resources assigned to it by the base station through the fourth step according to the channel state information of the second hop link of the relay user and the two-hop rate balance as a criterion, and then effectively allocates them to the relay user.
下面再根据一个具体的资源分配实施例来验证本发明半分布式资源分配方法的优越性。Next, the superiority of the semi-distributed resource allocation method of the present invention will be verified according to a specific resource allocation embodiment.
假设在本实施例中,系统由7个蜂窝小区构成的,每小区中心放置1个基站,且每小区均匀放置6个中继站于2/3小区半径处,且基站BS的下行最大发射功率为20W,中继站RS的下行最大发射功率为2.5W,子载波数目为128个,子载波带宽为160kHz,载频为3.95GHz。根据图2a-2c所示的三种资源分配方法,在集中式的资源分配方法中,基站能获得所有用户链路的信道状态信息;在分布式的资源分配方法中,中继站不需要反馈中继用户第二跳链路信道状态信息;在本发明提出的半分布式资源分配方法中,中继站反馈等权重加权的中继用户第二跳平均速率至基站,以此为一个具体实施例,比较上述三种方法的优劣。Assume that in this embodiment, the system consists of 7 cells, one base station is placed in the center of each cell, and 6 relay stations are evenly placed in each cell at 2/3 of the cell radius, and the maximum downlink transmission power of the base station BS is 20W , the maximum downlink transmission power of the relay station RS is 2.5W, the number of subcarriers is 128, the subcarrier bandwidth is 160kHz, and the carrier frequency is 3.95GHz. According to the three resource allocation methods shown in Figure 2a-2c, in the centralized resource allocation method, the base station can obtain the channel state information of all user links; in the distributed resource allocation method, the relay station does not need to feedback the relay User second hop link channel state information; in the semi-distributed resource allocation method proposed by the present invention, the relay station feeds back the average rate of the second hop of the relay user weighted by equal weight to the base station, which is a specific embodiment, comparing the above Pros and cons of the three methods.
通过仿真验证,可以看出本发明半分布式方法使得中继用户速率得到了一定的提高,同时直传用户速率也大大提升,满意率性能同集中式的非常接近,同分布式策略比较满意率提升较大。综上所述,本发明提出的半分布式资源分配方法是一种兼顾系统吞吐量与用户满意率,并且降低了系统开销,使得资源利用更为合理的一种方案。Through simulation verification, it can be seen that the semi-distributed method of the present invention has improved the rate of relay users to a certain extent, and at the same time the rate of direct transmission users has also been greatly improved. The satisfaction rate performance is very close to that of the centralized method, and the satisfaction rate is compared with the distributed strategy. The improvement is larger. To sum up, the semi-distributed resource allocation method proposed by the present invention is a solution that takes both system throughput and user satisfaction into consideration, reduces system overhead, and makes resource utilization more reasonable.
本发明的半分布式资源分配方法充分利用了中继站这个网元的资源管理功能,不仅减少了反馈开销与算法复杂度,有效提升了网络的用户满意率,保证了用户在移动环境下的通信服务质量,增强了系统吞吐量,使有限的无线资源得到了高效的利用,具有较强的实用性。The semi-distributed resource allocation method of the present invention makes full use of the resource management function of the network element of the relay station, which not only reduces the feedback overhead and algorithm complexity, but also effectively improves the user satisfaction rate of the network and ensures the communication services of users in the mobile environment quality, enhances the system throughput, makes efficient use of limited wireless resources, and has strong practicability.
本领域普通技术人员可以理解:实现上述方法实施例的全部或部分步骤可以通过程序指令相关的硬件来完成,前述的程序可以存储于一计算机可读取存储介质中,该程序在执行时,执行包括上述方法实施例的步骤;而前述的存储介质包括:ROM、RAM、磁碟或者光盘等各种可以存储程序代码的介质。Those of ordinary skill in the art can understand that all or part of the steps for realizing the above-mentioned method embodiments can be completed by hardware related to program instructions, and the aforementioned program can be stored in a computer-readable storage medium. When the program is executed, the It includes the steps of the above method embodiments; and the aforementioned storage medium includes: ROM, RAM, magnetic disk or optical disk and other various media that can store program codes.
如图7为本发明半分布式资源分配系统的一实施例的结构示意图。在本发明中包括第一信道状态获取模块71、第一资源分配模块72、第二信道状态获取模块81和第二资源分配模块82。其中,第一信道状态获取模块71设于基站BS 7内,用于获得直传用户d-MS 6反馈的直传链路的信道状态信息、中继站RS 8反馈的第一跳链路的信道状态信息和中继站RS 8预估的第二跳链路的平均速率信息。FIG. 7 is a schematic structural diagram of an embodiment of the semi-distributed resource allocation system of the present invention. The present invention includes a first channel
第一资源分配模块72设于基站BS 7内,用于根据直传链路的信道状态信息、第一跳链路的信道状态信息和平均速率信息将资源分配给中继站RS 8和直传用户d-MS 6。The first
第二信道状态获取模块81设于中继站RS 8内,用于获取中继用户r-MS 9反馈的第二跳链路的信道状态信息。第二资源分配模块82设于中继站RS 8内,用于根据第二跳链路的信道状态信息将已分配给中继站RS 8的资源再分配给中继用户r-MS 9。The second channel
如图8所示,为本发明半分布式资源分配系统的另一实施例的结构示意图。与上一实施例相比,本实施例还包括平均速率预估模块83,该模块设于中继站RS 8内,用于根据第二跳链路的信道状态信息预估第二跳链路的平均速率信息。As shown in FIG. 8 , it is a schematic structural diagram of another embodiment of the semi-distributed resource allocation system of the present invention. Compared with the previous embodiment, this embodiment also includes an average
在上述实施例中,第一资源分配模块72可以具体包括:中继站整体分配单元,用于将所有中继站视为整体中继站,所述基站将系统资源分配给所述直传用户和整体中继站;子载波预估单元,用于预估各个中继站为支持第二跳链路的传输所需的子载波数量;中继站个体分配单元,用于将已分配给所述整体中继站的资源按照所述预估的子载波数量成比例分配给各个中继站。In the above embodiment, the first
所述第二资源分配模块82具体包括:子载波调整单元,用于依据中继用户在第一跳链路的传输速率,根据中继用户反馈的第二跳链路的信道状态信息,调整子载波分配以及各子载波上的功率来分配第二跳链路的资源,以实现两跳速率均衡。The second
最后应当说明的是:以上实施例仅用以说明本发明的技术方案而非对其限制;尽管参照较佳实施例对本发明进行了详细的说明,所属领域的普通技术人员应当理解:依然可以对本发明的具体实施方式进行修改或者对部分技术特征进行等同替换;而不脱离本发明技术方案的精神,其均应涵盖在本发明请求保护的技术方案范围当中。Finally, it should be noted that: the above embodiments are only used to illustrate the technical solutions of the present invention and not to limit them; although the present invention has been described in detail with reference to the preferred embodiments, those of ordinary skill in the art should understand that: the present invention can still be Modifications to the specific implementation of the invention or equivalent replacement of some technical features; without departing from the spirit of the technical solution of the present invention, should be included in the scope of the technical solution claimed in the present invention.
Claims (10)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CNA200910078461XA CN101505482A (en) | 2009-02-23 | 2009-02-23 | Semi-distribution type resource distribution method and system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CNA200910078461XA CN101505482A (en) | 2009-02-23 | 2009-02-23 | Semi-distribution type resource distribution method and system |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN101505482A true CN101505482A (en) | 2009-08-12 |
Family
ID=40977497
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CNA200910078461XA Pending CN101505482A (en) | 2009-02-23 | 2009-02-23 | Semi-distribution type resource distribution method and system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN101505482A (en) |
Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101977391A (en) * | 2010-10-15 | 2011-02-16 | 北京邮电大学 | Multiple terminal cooperative communication method in cognition wireless network |
| WO2011020241A1 (en) * | 2009-08-19 | 2011-02-24 | 上海贝尔股份有限公司 | Method and corresponding device for scheduling downlink radio resources |
| CN102056305A (en) * | 2011-01-06 | 2011-05-11 | 北京邮电大学 | User grouping and resource allocation method for wireless relay network |
| WO2011085519A1 (en) * | 2010-01-15 | 2011-07-21 | Telefonaktiebolaget L M Ericsson (Publ) | Radio resource allocation in systems comprising relays |
| WO2011097805A1 (en) * | 2010-02-11 | 2011-08-18 | 上海贝尔股份有限公司 | Method and device for determining communication resources in relay network |
| CN102196587A (en) * | 2011-03-10 | 2011-09-21 | 东南大学 | Wireless-resource-dispatching method during multi-cell cooperation in relay-aided communication system |
| WO2011160542A1 (en) * | 2010-06-22 | 2011-12-29 | Huawei Technologies Co., Ltd. | System and method for scheduling in multi-hop environment |
| CN102655489A (en) * | 2011-03-04 | 2012-09-05 | 中兴通讯股份有限公司 | Collaborative relay system and transmission method |
| CN102714650A (en) * | 2010-03-18 | 2012-10-03 | 上海贝尔股份有限公司 | Uplink transmission method, base station and relay node |
| CN102833860A (en) * | 2011-06-13 | 2012-12-19 | 中国移动通信集团公司 | Host base station as well as method and device for coordinating interference of relay node and host base station access link |
| CN102932308A (en) * | 2012-11-02 | 2013-02-13 | 重庆邮电大学 | Scheduling method and scheduling system under mixed business scenes in orthogonal frequency division multiplexing (OFDM) relay system |
| CN102026200B (en) * | 2009-09-16 | 2014-01-01 | 中兴通讯股份有限公司 | Method and device for identifying users in relay link |
| CN104168604A (en) * | 2014-08-28 | 2014-11-26 | 重庆邮电大学 | Transmission strategy method based on Nash equilibrium in cooperative communication |
-
2009
- 2009-02-23 CN CNA200910078461XA patent/CN101505482A/en active Pending
Cited By (23)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2011020241A1 (en) * | 2009-08-19 | 2011-02-24 | 上海贝尔股份有限公司 | Method and corresponding device for scheduling downlink radio resources |
| CN102026200B (en) * | 2009-09-16 | 2014-01-01 | 中兴通讯股份有限公司 | Method and device for identifying users in relay link |
| WO2011085519A1 (en) * | 2010-01-15 | 2011-07-21 | Telefonaktiebolaget L M Ericsson (Publ) | Radio resource allocation in systems comprising relays |
| US8634842B2 (en) | 2010-01-15 | 2014-01-21 | Telefonaktiebolaget L M Ericsson (Publ) | Radio resource allocation in systems comprising relays |
| CN102948234B (en) * | 2010-01-15 | 2016-08-24 | 爱立信(中国)通信有限公司 | Radio resource allocation in a system including repeaters |
| CN102652440B (en) * | 2010-02-11 | 2014-04-02 | 上海贝尔股份有限公司 | Method and device for determining communication resources in relay network |
| WO2011097805A1 (en) * | 2010-02-11 | 2011-08-18 | 上海贝尔股份有限公司 | Method and device for determining communication resources in relay network |
| CN102652440A (en) * | 2010-02-11 | 2012-08-29 | 上海贝尔股份有限公司 | Method and device for determining communication resources in relay network |
| CN102714650A (en) * | 2010-03-18 | 2012-10-03 | 上海贝尔股份有限公司 | Uplink transmission method, base station and relay node |
| CN102714650B (en) * | 2010-03-18 | 2015-10-21 | 上海贝尔股份有限公司 | Method of uplink transmission, base station and via node |
| US8811306B2 (en) | 2010-06-22 | 2014-08-19 | Futurewei Technologies, Inc. | System and method for scheduling in a multi-hop environment |
| WO2011160542A1 (en) * | 2010-06-22 | 2011-12-29 | Huawei Technologies Co., Ltd. | System and method for scheduling in multi-hop environment |
| CN101977391B (en) * | 2010-10-15 | 2013-04-24 | 北京邮电大学 | Multiple terminal cooperative communication method in cognition wireless network |
| CN101977391A (en) * | 2010-10-15 | 2011-02-16 | 北京邮电大学 | Multiple terminal cooperative communication method in cognition wireless network |
| CN102056305B (en) * | 2011-01-06 | 2013-12-11 | 北京邮电大学 | User grouping and resource allocation method for wireless relay network |
| CN102056305A (en) * | 2011-01-06 | 2011-05-11 | 北京邮电大学 | User grouping and resource allocation method for wireless relay network |
| CN102655489A (en) * | 2011-03-04 | 2012-09-05 | 中兴通讯股份有限公司 | Collaborative relay system and transmission method |
| CN102196587A (en) * | 2011-03-10 | 2011-09-21 | 东南大学 | Wireless-resource-dispatching method during multi-cell cooperation in relay-aided communication system |
| CN102833860B (en) * | 2011-06-13 | 2015-07-01 | 中国移动通信集团公司 | Host base station as well as method and device for coordinating interference of relay node and host base station access link |
| CN102833860A (en) * | 2011-06-13 | 2012-12-19 | 中国移动通信集团公司 | Host base station as well as method and device for coordinating interference of relay node and host base station access link |
| CN102932308A (en) * | 2012-11-02 | 2013-02-13 | 重庆邮电大学 | Scheduling method and scheduling system under mixed business scenes in orthogonal frequency division multiplexing (OFDM) relay system |
| CN102932308B (en) * | 2012-11-02 | 2016-07-27 | 重庆邮电大学 | Mixed service Scene dispatch method and dispatching patcher in a kind of OFDM relay system |
| CN104168604A (en) * | 2014-08-28 | 2014-11-26 | 重庆邮电大学 | Transmission strategy method based on Nash equilibrium in cooperative communication |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN101505482A (en) | Semi-distribution type resource distribution method and system | |
| CN112601284B (en) | Downlink multi-cell OFDMA resource allocation method based on multi-agent deep reinforcement learning | |
| Wen et al. | QoS-aware mode selection and resource allocation scheme for device-to-device (D2D) communication in cellular networks | |
| CN101415207B (en) | Method, apparatus and base station for balancing load of honeycomb collaboration relay network | |
| Wen et al. | Optimization of interference coordination schemes in device-to-device (D2D) communication | |
| CN101925185B (en) | Interference suppression method of relay cellular network, base station and network system | |
| Koutsimanis et al. | A dynamic resource allocation scheme for guaranteed bit rate services in OFDMA networks | |
| Rengarajan et al. | Self-organizing dynamic fractional frequency reuse on the uplink of OFDMA systems | |
| CN102413487A (en) | Performance evaluation system for Relay technology in LTE-A system | |
| CN103179070A (en) | A Resource Allocation Method for OFDMA Relay System Based on Rate Constraint | |
| CN102196587B (en) | Wireless-resource-dispatching method during multi-cell cooperation in relay-aided communication system | |
| Kurma et al. | On the performance analysis of full-duplex cell-free massive mimo with user mobility and imperfect csi | |
| Shahid et al. | Energy Efficiency in 5G Communications–Conventional to Machine Learning Approaches | |
| Xiao et al. | A two-hop proportional fairness scheduling algorithm for relay based OFDMA systems | |
| CN106961293A (en) | Wireless network distribution dense network resource allocation algorithm | |
| CN101873701B (en) | Interference suppression method of OFDM (Orthogonal Frequency Division Multiplexing) relay network | |
| Merlhe et al. | Hybrid joint-transmission multi-point coordination for inter-cell interference management | |
| CN109644469B (en) | Apparatus and method for allocating radio resources | |
| CN103281695B (en) | A kind of hop relay network frequency spectrum planing method | |
| CN102324954A (en) | Cooperative Combination Optimization Method Based on Synchronization Constraint and Channel Energy Criterion | |
| Kaneko et al. | User pre-scheduling and beamforming with imperfect CSI for future cloud/fog-radio access networks | |
| Diehm et al. | Cooperative interference prediction for enhanced uplink link adaptation under backhaul delays | |
| CN102170700A (en) | Cellular ad hoc network radio resource optimization and allocation method | |
| Ayyadurai et al. | Multihop cellular network optimization using genetic algorithms | |
| Lu et al. | An area-based user scheduling algorithm in hybrid duplex networks |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| C12 | Rejection of a patent application after its publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20090812 |