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Coverage probability analysis of three uplink power control schemes: Stochastic geometry approach. 三种上行功率控制方案的覆盖概率分析:随机几何方法。
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2018-01-01 Epub Date: 2018-06-07 DOI: 10.1186/s13638-018-1120-7
Prasanna Herath, Chintha Tellambura, Witold A Krzymień

In cellular networks, each mobile station adjusts its power level under control of its base station, i.e., through uplink transmit power control, which is essential to reach desired signal-to-interference-plus-noise ratio (SINR) at the base station and to limit inter-cell interference. The optimal levels of transmit power in a network depend on path loss, shadowing, and multipath fading, as well as the network configuration. However, since path loss is distance dependent and the cell association distances are correlated due to the cell association policies, the performance analysis of the uplink transmit power control is very complicated. Consequently, the impact of a specific power control algorithm on network performance is hard to quantify. In this paper, we analyze three uplink transmit power control schemes. We assume the standard power-law path loss and composite Rayleigh-lognormal fading. Using stochastic geometry tools, we derive the cumulative distribution function and the probability density function of the uplink transmit power and the resulting network coverage probability. It is shown that the coverage is highly dependent on the severity of shadowing, the power control scheme, and its parameters, but invariant of the density of deployment of base stations when the shadowing is mild and power control is fractional. At low SINRs, compensation of both path loss and shadowing improves the coverage. However, at high SINRs, compensating for path loss only improves coverage. Increase in the severity of shadowing significantly reduces the coverage.

在蜂窝网络中,每个移动站在其基站的控制下调整其功率水平,即通过上行发射功率控制,这对于在基站达到所需的信噪比(SINR)和限制小区间干扰至关重要。网络中传输功率的最佳水平取决于路径损耗、阴影和多路径衰落以及网络配置。然而,由于路径损耗依赖于距离,并且由于小区关联策略导致小区关联距离相关,因此上行发射功率控制的性能分析非常复杂。因此,特定功率控制算法对网络性能的影响很难量化。本文分析了三种上行传输功率控制方案。我们假设有标准的幂律路径损耗和复合瑞利-对数正态衰落。利用随机几何工具,导出了上行发射功率的累积分布函数和概率密度函数,以及由此得到的网络覆盖概率。结果表明,覆盖高度依赖于阴影的严重程度、功率控制方案及其参数,而当阴影较轻且功率控制为分数阶时,覆盖与基站部署密度无关。在低sinr下,路径损耗和阴影的补偿提高了覆盖范围。然而,在高sinr下,补偿路径损耗只会提高覆盖率。阴影严重程度的增加显著降低了覆盖范围。
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引用次数: 4
Coverage and rate analysis in the uplink of millimeter wave cellular networks with fractional power control. 分数功率控制毫米波蜂窝网络上行链路的覆盖和速率分析。
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2018-01-01 Epub Date: 2018-08-10 DOI: 10.1186/s13638-018-1208-0
Oluwakayode Onireti, Ali Imran, Muhammad A Imran

In this paper, using the concept of stochastic geometry, we present an analytical framework to evaluate the signal-to-interference-and-noise-ratio (SINR) coverage in the uplink of millimeter wave cellular networks. By using a distance-dependent line-of-sight (LOS) probability function, the location of LOS and non-LOS users are modeled as two independent non-homogeneous Poisson point processes, with each having a different pathloss exponent. The analysis takes account of per-user fractional power control (FPC), which couples the transmission of users based on location-dependent channel inversion. We consider the following scenarios in our analysis: (1) pathloss-based FPC (PL-FPC) which is performed using the measured pathloss and (2) distance-based FPC (D-FPC) which is performed using the measured distance. Using the developed framework, we derive expressions for the area spectral efficiency. Results suggest that in terms of SINR coverage, D-FPC outperforms PL-FPC scheme at high SINR where the future networks are expected to operate. It achieves equal or better area spectral efficiency compared with the PL-FPC scheme. Contrary to the conventional ultra-high frequency cellular networks, in both FPC schemes, the SINR coverage decreases as the cell density becomes greater than a threshold, while the area spectral efficiency experiences a slow growth region.

本文利用随机几何的概念,提出了一个分析框架来评估毫米波蜂窝网络上行链路的信噪比(SINR)覆盖率。通过使用距离依赖的视线(LOS)概率函数,将视线用户和非视线用户的位置建模为两个独立的非齐次泊松点过程,每个泊松点过程具有不同的路径损失指数。该分析考虑了基于位置相关信道反转耦合用户传输的每用户分数功率控制(FPC)。在我们的分析中,我们考虑了以下场景:(1)基于路径损耗的FPC (PL-FPC),使用测量的路径损耗执行;(2)基于距离的FPC (D-FPC),使用测量的距离执行。利用所建立的框架,导出了面积谱效率的表达式。结果表明,就信噪比覆盖而言,D-FPC方案在未来网络预计运行的高信噪比下优于PL-FPC方案。与PL-FPC方案相比,该方案具有相同或更好的面积谱效率。与传统的超高频蜂窝网络不同,在两种FPC方案中,随着蜂窝密度大于阈值,信噪比覆盖率下降,而面积频谱效率则经历一个缓慢增长的区域。
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引用次数: 4
Rotating cluster mechanism for coordinated heterogeneous MIMO cellular networks. 协调异构MIMO蜂窝网络的旋转簇机制。
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2018-01-01 Epub Date: 2018-03-14 DOI: 10.1186/s13638-018-1061-1
Hakimeh Purmehdi, Robert C Elliott, Witold A Krzymień, Jordan Melzer

To increase the average achievable rates per user for cluster-edge users, a rotating clustering scheme for the downlink of a coordinated multicell multiuser multiple-input multiple-output system is proposed in this paper and analyzed in two network layouts. In the multicell heterogeneous cellular network, base stations of a cluster cooperate to transmit data signals to the users within the cluster; rotating cluster patterns enable all users to be nearer the cluster center in at least one of the patterns. Considering cellular layouts with three or six macrocells per site, different rotating patterns of clusters are proposed and the system performance with the proposed sets of clustering patterns is investigated using a simulated annealing algorithm for user scheduling and successive zero-forcing dirty paper coding as the precoding method. The rotating clustering scheme is less complex than fully dynamic clustering, and it is primarily designed to improve the throughput of cluster-edge users. As an extra secondary benefit, it is also capable of slightly improving the average achievable sum rate of the network overall. The effectiveness of the proposed methods with two different scheduling metrics, namely throughput maximization and proportionally fair scheduling, is of interest in this work. Moreover, the speed of rotation affects the performance of the system; the higher the speed of rotation, the more frequently any specific users will be nearer the cluster center. Our simulations demonstrate the effectiveness of the proposed rotational approach and determine the speed of rotation beyond which any additional performance gains become negligible.

为了提高集群边缘用户的平均可达速率,本文提出了一种协调多小区多用户多输入多输出系统下行链路的旋转聚类方案,并在两种网络布局下进行了分析。在多蜂窝异构蜂窝网络中,集群中的基站相互协作,向集群内的用户传输数据信号;旋转集群模式使所有用户在至少一个模式中更靠近集群中心。针对每个站点有3个或6个宏蜂窝的蜂窝布局,提出了不同的集群旋转模式,并采用用户调度模拟退火算法和连续零强迫脏纸编码作为预编码方法,研究了所提出的集群模式下的系统性能。旋转聚类方案比完全动态聚类简单,其主要目的是提高集群边缘用户的吞吐量。作为一个额外的次要好处,它还能够略微提高整个网络的平均可实现求和速率。本文对吞吐量最大化和比例公平调度这两种调度指标的有效性进行了研究。此外,旋转速度影响系统的性能;旋转速度越高,任何特定用户越频繁地靠近集群中心。我们的仿真证明了所提出的旋转方法的有效性,并确定了旋转速度,超过该速度,任何额外的性能增益都可以忽略不计。
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引用次数: 1
Rate-splitting multiple access for downlink communication systems: bridging, generalizing, and outperforming SDMA and NOMA. 下行通信系统的分速多址:桥接、泛化和超越SDMA和NOMA。
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2018-01-01 Epub Date: 2018-05-29 DOI: 10.1186/s13638-018-1104-7
Yijie Mao, Bruno Clerckx, Victor O K Li

Space-division multiple access (SDMA) utilizes linear precoding to separate users in the spatial domain and relies on fully treating any residual multi-user interference as noise. Non-orthogonal multiple access (NOMA) uses linearly precoded superposition coding with successive interference cancellation (SIC) to superpose users in the power domain and relies on user grouping and ordering to enforce some users to fully decode and cancel interference created by other users. In this paper, we argue that to efficiently cope with the high throughput, heterogeneity of quality of service (QoS), and massive connectivity requirements of future multi-antenna wireless networks, multiple access design needs to depart from those two extreme interference management strategies, namely fully treat interference as noise (as in SDMA) and fully decode interference (as in NOMA). Considering a multiple-input single-output broadcast channel, we develop a novel multiple access framework, called rate-splitting multiple access (RSMA). RSMA is a more general and more powerful multiple access for downlink multi-antenna systems that contains SDMA and NOMA as special cases. RSMA relies on linearly precoded rate-splitting with SIC to decode part of the interference and treat the remaining part of the interference as noise. This capability of RSMA to partially decode interference and partially treat interference as noise enables to softly bridge the two extremes of fully decoding interference and treating interference as noise and provides room for rate and QoS enhancements and complexity reduction. The three multiple access schemes are compared, and extensive numerical results show that RSMA provides a smooth transition between SDMA and NOMA and outperforms them both in a wide range of network loads (underloaded and overloaded regimes) and user deployments (with a diversity of channel directions, channel strengths, and qualities of channel state information at the transmitter). Moreover, RSMA provides rate and QoS enhancements over NOMA at a lower computational complexity for the transmit scheduler and the receivers (number of SIC layers).

空分多址(SDMA)利用线性预编码在空间域中实现用户分离,并将剩余的多用户干扰作为噪声进行充分处理。非正交多址(NOMA)采用线性预编码叠加编码和连续干扰抵消(SIC)技术在功率域中叠加用户,并依靠用户分组和排序来强制部分用户完全解码和抵消其他用户产生的干扰。本文认为,为了有效应对未来多天线无线网络的高吞吐量、异构服务质量(QoS)和海量连接需求,多址设计需要摆脱两种极端干扰管理策略,即完全将干扰视为噪声(如SDMA)和完全解码干扰(如NOMA)。考虑到多输入单输出广播信道,我们开发了一种新的多址框架,称为速率分割多址(RSMA)。RSMA是一种更通用、功能更强大的下行多天线多址系统,它包含了SDMA和NOMA作为特例。RSMA依靠与SIC的线性预编码速率分裂来解码部分干扰,并将剩余的干扰部分作为噪声处理。RSMA的这种部分解码干扰和部分将干扰视为噪声的能力,可以软地弥合完全解码干扰和将干扰视为噪声的两个极端,并为速率和QoS增强以及降低复杂性提供空间。对三种多址方案进行了比较,大量的数值结果表明,RSMA提供了SDMA和NOMA之间的平滑过渡,并且在大范围的网络负载(欠负载和过载状态)和用户部署(具有多种信道方向、信道强度和发射机信道状态信息质量)中都优于它们。此外,RSMA在传输调度器和接收器(SIC层数)的计算复杂度较低的情况下,为NOMA提供了速率和QoS增强。
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引用次数: 330
Characteristics of the polarised off-body channel in indoor environments. 室内环境下离体极化信道特性研究。
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2017-01-01 Epub Date: 2017-10-30 DOI: 10.1186/s13638-017-0956-6
Kenan Turbic, Slawomir J Ambroziak, Luis M Correia

This paper addresses the depolarisation effect in off-body body area networks channels, based on measurements performed at 2.45 GHz in an indoor environment. Seven different scenarios, involving both static and dynamic users, were considered, taking a statistical perspective. The analysis of the cross-polarisation discrimination is performed, as well as the analysis of path loss in co- and cross-polarised channels. Results show a strong dependence of the cross-polarisation discrimination and of channel characteristics on the polarisation and propagation condition, i.e. line-of-sight (LoS), non-LoS or quasi-LoS. Distance, varied between 1 and 6 m in the considered scenarios, is observed to have very little impact on the cross-polarisation discrimination. In the considered dynamic scenario, the channel is characterised by lognormal-distributed shadowing and Nakagami-distributed multipath fading. Parameters of the Nakagami distribution have essentially different values in the co- and cross-polarised channels, showing a trend towards Rice in the former and Rayleigh in the latter. Based on results, a model is proposed for a dynamic off-body channel.

本文基于在室内环境中进行的2.45 GHz测量,研究了离体体区域网络信道中的去极化效应。从统计角度考虑了涉及静态和动态用户的七种不同场景。进行了交叉极化判别分析,以及共极化和交叉极化通道的路径损耗分析。结果表明,交叉极化判别和信道特性与极化和传播条件(即视距、非视距或准视距)有很强的相关性。在考虑的情景中,距离在1至6米之间变化,观察到距离对交叉极化判别的影响很小。在考虑的动态场景中,信道的特征是对数正态分布阴影和中川分布多径衰落。在共极化通道和交叉极化通道中,Nakagami分布的参数具有本质不同的值,前者呈Rice趋势,后者呈Rayleigh趋势。在此基础上,提出了一个动态离体信道模型。
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引用次数: 16
Subspace-based self-interference cancellation for full-duplex MIMO transceivers. 基于子空间的全双工多输入多输出收发器自干扰消除。
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2017-01-01 Epub Date: 2017-03-23 DOI: 10.1186/s13638-017-0839-x
Ahmed Masmoudi, Tho Le-Ngoc

This paper addresses the self-interference (SI) cancellation at baseband for full-duplex MIMO communication systems in consideration of practical transmitter imperfections. In particular, we develop a subspace-based algorithm to jointly estimate the SI and intended channels and the nonlinear distortions. By exploiting the covariance and pseudo-covariance of the received signal, we can increase the dimension of the received signal subspace while keeping the dimension of the signal subspace constant, and hence, the proposed algorithm can be applied to most of full-duplex MIMO configurations with arbitrary numbers of transmit and receive antennas. The channel coefficients are estimated, up to an ambiguity term, without any knowledge of the intended signal. A joint detection and ambiguity identification scheme is proposed. Simulation results show that the proposed algorithm can properly estimate the channel with only one pilot symbol and offers superior SI cancellation performance.

本文针对全双工多输入多输出(MIMO)通信系统的基带自干扰(SI)消除问题,并考虑了实际的发射机缺陷。特别是,我们开发了一种基于子空间的算法,用于联合估计 SI 和预定信道以及非线性失真。通过利用接收信号的协方差和伪协方差,我们可以增加接收信号子空间的维度,同时保持信号子空间的维度不变,因此,所提出的算法可以应用于大多数具有任意数量发射和接收天线的全双工 MIMO 配置。在不知道目标信号的情况下,对信道系数进行估计,直至模糊项。提出了一种联合检测和模糊识别方案。仿真结果表明,所提出的算法只需一个先导符号就能正确估计信道,并提供卓越的 SI 消除性能。
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引用次数: 0
Scheduling multi-task jobs with extra utility in data centers. 调度多任务作业,在数据中心中具有额外的实用程序。
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2017-01-01 Epub Date: 2017-11-25 DOI: 10.1186/s13638-017-0986-0
Xiaolin Fang, Junzhou Luo, Hong Gao, Weiwei Wu, Yingshu Li

This paper investigates the problem of maximizing utility for job scheduling where each job consists of multiple tasks, each task has utility and each job also has extra utility if all tasks of that job are completed. We provide a 2-approximation algorithm for the single-machine case and a 2-approximation algorithm for the multi-machine problem. Both algorithms include two steps. The first step employs the Earliest Deadline First method to compute utility with only extra job utility, and it is proved that it obtains the optimal result for this sub-problem. The second step employs a Dynamic Programming method to compute utility without extra job utility, and it also derives the optimal result. An approximation result can then be obtained by combining the results of the two steps.

本文研究了作业调度的效用最大化问题,其中每个作业由多个任务组成,每个任务都有效用,如果该作业的所有任务都完成了,每个作业还有额外的效用。我们提供了单机器情况下的2-近似算法和多机器问题的2-近似算法。两种算法都包括两个步骤。第一步采用最早截止时间优先法计算效用,只考虑额外的作业效用,并证明该方法得到了该子问题的最优结果。第二步采用动态规划方法在不增加作业效用的情况下计算效用,并得出最优结果。然后,将这两步的结果结合起来,就可以得到近似的结果。
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引用次数: 3
Localization algorithms for asynchronous time difference of arrival positioning systems. 到达定位系统的异步时差定位算法。
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2017-01-01 Epub Date: 2017-04-11 DOI: 10.1186/s13638-017-0851-1
Shuai He, Xiaodai Dong, Wu-Sheng Lu

An asynchronous time difference of arrival (ATDOA) positioning system requires no time synchronization among all the anchor and target nodes, which makes it highly practical and can be easily deployed. This paper first presents an ATDOA localization model, and then primarily focuses on two new localization algorithms for the system. The first algorithm is a two-step positioning algorithm that combines semidefinite programming (SDP) with a Taylor series method to achieve global convergence as well as superior estimation accuracy, and the second algorithm is a constrained least-squares method that has the advantage of low complexity and fast convergence while maintaining good performance. In addition, a novel receiver re-selection method is presented to significantly improve estimation accuracy. In this paper, we also derive the Cramer-Rao lower bound (CRLB) of the ATDOA positioning system using a distance-dependent noise variance model, which describes a realistic indoor propagation channel.

异步到达时间差(ATDOA)定位系统不需要所有锚点和目标节点之间的时间同步,具有很高的实用性和易于部署的特点。本文首先提出了一种ATDOA定位模型,然后重点介绍了两种新的定位算法。第一种算法是一种将半定规划(SDP)与泰勒级数方法相结合的两步定位算法,该算法具有全局收敛性和较好的估计精度;第二种算法是一种约束最小二乘法,该算法在保持良好性能的同时具有低复杂度和快速收敛的优点。此外,提出了一种新的接收机重选方法,显著提高了估计精度。本文还利用距离相关噪声方差模型推导了ATDOA定位系统的Cramer-Rao下界(CRLB),该模型描述了一个真实的室内传播信道。
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引用次数: 9
Modeling On-Body DTN Packet Routing Delay in the Presence of Postural Disconnections. 存在状态断开的体上DTN分组路由延迟建模。
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2011-01-01 DOI: 10.1155/2011/280324
Muhannad Quwaider, Mahmoud Taghizadeh, Subir Biswas

This paper presents a stochastic modeling framework for store-and-forward packet routing in Wireless Body Area Networks (WBAN) with postural partitioning. A prototype WBANs has been constructed for experimentally characterizing and capturing on-body topology disconnections in the presence of ultrashort range radio links, unpredictable RF attenuation, and human postural mobility. Delay modeling techniques for evaluating single-copy on-body DTN routing protocols are then developed. End-to-end routing delay for a series of protocols including opportunistic, randomized, and two other mechanisms that capture multiscale topological localities in human postural movements have been evaluated. Performance of the analyzed protocols are then evaluated experimentally and via simulation to compare with the results obtained from the developed model. Finally, a mechanism for evaluating the topological importance of individual on-body sensor nodes is developed. It is shown that such information can be used for selectively reducing the on-body sensor-count without substantially sacrificing the packet delivery delay.

提出了一种基于姿态分区的无线体域网络(WBAN)分组存储转发路由的随机建模框架。已经构建了一个原型wban,用于实验表征和捕获存在超短距离无线电链路、不可预测的射频衰减和人体姿势移动的身体拓扑断开。然后开发了用于评估单副本体上DTN路由协议的延迟建模技术。对一系列协议的端到端路由延迟进行了评估,这些协议包括机会主义、随机化和其他两种机制,这些机制可以捕获人体姿势运动中的多尺度拓扑位置。然后通过实验和仿真来评估所分析协议的性能,并与所开发模型的结果进行比较。最后,提出了一种评估单个体上传感器节点拓扑重要性的机制。结果表明,这些信息可以用于选择性地减少体上传感器数量,而不会大大牺牲数据包的传输延迟。
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引用次数: 28
期刊
EURASIP Journal on Wireless Communications and Networking
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