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2015 IEEE 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)最新文献

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Evaluation and improvement of collective flooding in WSNs with various link correlations 具有不同链路相关性的无线传感器网络集体泛洪的评价与改进
Thilina N. Weerasinghe, Alexandre Kanyeshuli, F. Li
One of the main challenges confronted by wireless sensor networks (WSNs) is to reduce energy consumption of nodes for the purpose of network lifetime extension. In the literature, many backbone based protocols such as connected dominating set (CDS) and broadcast or multicast based protocols are employed in order to improve network performance in terms of metrics like energy consumption, number of transmissions and dissemination delay. In this paper, we evaluate the performance of a recently proposed transmission protocol known as collective flooding (CF), which is based on link correlation, under various link correlation conditions. Through simulations and analyses we demonstrate that although CF performs well in most cases in comparison with CDS and multicast based protocols, weak link correlation could cause serious performance degradation for CF based data transmissions. Accordingly, we propose two techniques and demonstrate that they improve significantly the performance of CF under weak link correlation.
无线传感器网络(WSNs)面临的主要挑战之一是降低节点的能量消耗以延长网络生命周期。在文献中,许多基于骨干网的协议,如连接支配集(CDS)和基于广播或组播的协议被用于提高网络性能,如能耗、传输次数和传播延迟等指标。在本文中,我们评估了最近提出的一种基于链路相关的传输协议集体泛洪(CF)在各种链路相关条件下的性能。通过仿真和分析,我们证明了尽管CF在大多数情况下与CDS和基于组播的协议相比表现良好,但弱链路相关性可能会导致基于CF的数据传输的严重性能下降。因此,我们提出了两种技术,并证明它们在弱链接相关下显著提高了CF的性能。
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引用次数: 0
QoS-aware proportional fair energy-efficient resource allocation with imperfect CSI in downlink OFDMA systems 下行OFDMA系统中不完善CSI下的qos感知比例公平节能资源分配
Jing Wang, Yan Zhang, Hui Hui, Ningbo Zhang
With the widespread application of wireless networks and the requirements of different user equipments (UEs), energy has become a scarcer resource as well as spectrum. In this paper, considering the actual scenarios of imperfect channel state information (CSI), we study a resource allocation scheme in the downlink orthogonal frequency division multiple access (OFDMA) systems. To balance between energy efficiency (EE) and proportional fairness (PF), the problem is formulated as maximizing average achievable EE with the constraints of PF of users and QoS assurance. To solve the optimal problem, we divide it into two layers. The sub-problem P1 of inner layer is solved to maximize PF, with the parameter of total transmit power which is updated by the sub-problem P2 of outer layer. In outer layer, with the allocation scheme from P1, a gradient-based adaptation resource allocation algorithm is proposed to achieve the maximum EE with total transmit power updated in every gradient iteration. Moreover, the impacts of the imperfect CSI on EE and PF are analysed. Simulation results are presented to show the superior performance of the proposed algorithms and verify the analytical findings.
随着无线网络的广泛应用和不同用户设备的需求,能源和频谱已经成为一种越来越稀缺的资源。本文针对信道状态信息不完全的实际情况,研究了一种下行正交频分多址(OFDMA)系统的资源分配方案。为了平衡能源效率(EE)和比例公平(PF),将问题表述为在用户比例公平和QoS保证的约束下最大化平均可达到的能源效率。为了解决最优问题,我们将其分为两层。求解内层子问题P1以最大化PF,总发射功率参数由外层子问题P2更新。在外层,根据P1的分配方案,提出了一种基于梯度的自适应资源分配算法,在每次梯度迭代中更新总发射功率的情况下,实现EE最大化。此外,还分析了不完善的CSI对情感表达和情感动力的影响。仿真结果显示了所提算法的优越性能,并验证了分析结果。
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引用次数: 3
Further performance results for energy detector operating over k-μ shadowed fading 在k μ阴影衰落下工作的能量探测器的进一步性能结果
M. Aloqlah, I. Atawi, M. Al-Mistarihi
This paper investigates the performance of an energy detector with single antenna reception operating over κ-μ shadowed fading. Novel accurate expressions for both the average detection probability and the average area under the receiver operating characteristic curve (average AUC) are derived using the well-known probability density function (PDF)-based method. The unified framework shows that the obtained results can be expressed as an infinite series form which converges steadily and rapidly. Based on this derived analytical formulas, the impact of key fading parameters on the performance of energy detector is discussed. Furthermore, the accuracy of the analytical expressions is substantiated by Monte Carlo simulation results.
研究了κ-μ阴影衰落下单天线接收能量探测器的性能。采用基于概率密度函数(PDF)的方法,导出了平均检测概率和接收机工作特征曲线下平均面积(average AUC)的新颖精确表达式。统一的框架表明所得到的结果可以表示为稳定、快速收敛的无穷级数形式。在此基础上,讨论了关键衰落参数对能量探测器性能的影响。通过蒙特卡罗仿真结果验证了解析表达式的准确性。
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引用次数: 6
Spherical simplex unscented Kalman filter for RSSI-Based WLAN IEEE 802.11n positioning and tracking 基于rssi的WLAN IEEE 802.11n定位与跟踪的球面单纯形无嗅卡尔曼滤波
L. Khalil, P. Jung
Location services gained attraction with the recent advancements in context and location-aware technologies. Furthermore, location information becomes important with the deployment of wireless communication networks and the mobility that characterizes the wireless communication users. Within indoor environments, coverage of the explicit sensors based on Global Positioning System (GPS) is limited. Building an indoor location tracking system based on the Received Signal Strength Indicator (RSSI) of the widely deployed Wireless Local Area Network (WLAN) is considered cost effective. Extended Kalman Filter (EKF) is the most implemented algorithm for obtaining location information out of the RSSI measurements. In this paper, we propose the Spherical Simplex Unscented Kalman Filter (SSUKF) to work over WLAN IEEE 802.11n networks for indoor positioning and tracking. SSUKF exploits the RSSI measurements and the knowledge of anchor nodes' positions for location estimation. SSUKF is proposed for easy of implementation and reduced computational cost compared with EKF. Comparative results are illustrated using Monte Carlo simulations in MATLAB.
随着上下文和位置感知技术的发展,位置服务越来越受欢迎。此外,随着无线通信网络的部署和无线通信用户特征的移动性,位置信息变得重要。在室内环境中,基于全球定位系统(GPS)的显式传感器的覆盖范围有限。基于广泛部署的无线局域网(WLAN)的接收信号强度指示器(RSSI)构建室内位置跟踪系统被认为具有成本效益。扩展卡尔曼滤波(EKF)是从RSSI测量数据中获取位置信息的最常用算法。在本文中,我们提出了球面单纯形无气味卡尔曼滤波器(SSUKF)在WLAN IEEE 802.11n网络上工作,用于室内定位和跟踪。SSUKF利用RSSI测量和锚节点位置的知识进行位置估计。与EKF相比,提出SSUKF是为了易于实现和减少计算成本。对比结果用MATLAB中的蒙特卡罗仿真说明。
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引用次数: 4
Adjustable ultra narrow-band pulse for asynchronous 5G M2M communications 可调超窄带脉冲,用于异步5G M2M通信
Yu Cao, Ming Jia, Jianglei Ma, Mohammad Javad Abdoli
An adjustable pulse bandwidth single carrier waveform for asynchronous low-cost low-power 5G M2M applications is proposed. The solution uses ultra narrow-band pulse to improve coverage, which is a much more efficient coverage enhancement solution than existing repetition solutions. Frequency localized pulse shaping is used, which allows asynchronous transmission and packing more machine-type devices (MTDs) for the same spectrum resources. In addition, bandwidth of each MTD is configurable based on long term channel quality and system load, which supports higher throughput and lower power consumption. Performance comparison with the repetition solution of 3GPP LTE demonstrates significant gain in terms of number of supported connections.
提出了一种用于异步低成本低功耗5G M2M应用的可调脉冲带宽单载波波形。该方案利用超窄带脉冲提高覆盖,是一种比现有重复通信方案更有效的覆盖增强方案。使用频率局部脉冲整形,允许异步传输和为相同的频谱资源打包更多的机器类型设备(mtd)。此外,每个MTD的带宽可根据长期信道质量和系统负载进行配置,从而支持更高的吞吐量和更低的功耗。与3GPP LTE重复解决方案的性能比较表明,在支持的连接数量方面有显着的增益。
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引用次数: 4
Directional delay spread characteristics based on indoor channel measurements at 28GHz 基于28GHz室内信道测量的方向延迟扩展特性
Myung-Don Kim, Jinyi Liang, Heon-Kook Kwon, Juyul Lee
Millimeter-wave propagation characteristics and channel models are being recently studied for applicability of the fifth generation (5G) mobile communication systems. To overcome the larger path loss on the higher frequency band above 6 GHz, highly directive antennas or beamforming techniques using large array antennas can be used to establish a reliable communication link between a transmitter and a receiver. In this paper, a recently conducted channel measurement campaign is introduced which makes use of a direction-scanning-sounding technique to study channel characteristics of 28 GHz millimeter-wave propagation in indoor environments. The measurement campaign has been conducted in passenger terminals at Seoul Railway Station and Incheon International Airport, which are representative indoor hotspot regions in Korea. Based on our experimental data, we investigate the relationship between the beamwidth of antenna and r.m.s. delay spread characteristics.
为了第五代(5G)移动通信系统的适用性,最近正在研究毫米波传播特性和信道模型。为了克服6ghz以上较高频段的较大路径损耗,可以使用高定向天线或使用大阵列天线的波束成形技术在发射机和接收机之间建立可靠的通信链路。本文介绍了一项利用方向扫描测深技术研究28ghz毫米波在室内环境中传播的信道特性的信道测量活动。在国内代表性的室内热点地区首尔火车站和仁川国际机场候机楼进行了测量活动。在实验数据的基础上,研究了天线波束宽度与均方根延迟扩展特性的关系。
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引用次数: 15
Feature detection based computationally efficient spectrum sensing by test statistics sharing among multiple receive antennas 基于多接收天线间测试统计共享的计算效率频谱感知特征检测
Daiki Cho, S. Narieda
This paper presents a feature detection based spectrum sensing technique by some test statistics sharing among multiple receive antennas. In conventional feature (signal cyclostationarity) detection based spectrum sensing techniques with multiple antenna systems, computational complexity is not low, and it increases in proportion to the number of receive antennas. In this paper, test statistics are shared among multiple receive antennas for improving computational efficiency. The results are compared with results obtained using some conventional techniques and they show that 1) the presented technique can obtain favorable results even though the presented technique has a low computational complexity in comparison with the conventional techniques; 2) the performances and computational complexity of the presented technique are better and lower than that of conventional techniques in proportion to the number of receive antennas; 3) when noise variances at each of the RF chains are different, degradation of performance can be suppressed by adjusting computational complexity.
本文提出了一种基于特征检测的频谱感知技术,该技术利用多个接收天线之间的测试统计量共享。在传统的基于特征(信号循环平稳性)检测的多天线系统频谱感知技术中,计算复杂度不低,且随着接收天线数量的增加而成比例增加。为了提高计算效率,本文在多个接收天线之间共享测试统计数据。结果表明:1)与传统方法相比,该方法的计算复杂度较低,但仍能获得较好的结果;2)与传统技术相比,该技术的性能和计算复杂度与接收天线数量成正比;3)当每个射频链上的噪声方差不同时,可以通过调整计算复杂度来抑制性能的下降。
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引用次数: 3
Maximum clique-based resource allocation in device-to-device communications 设备到设备通信中基于团的最大资源分配
Golnoosh Elhami, Mona Zehni, Mohammadreza Pakravan
Device-to-Device communication (D2D) integrated in cellular networks emerges as a new trend in response to notable rise in traffic demand. Resource allocation is one of the important challenges in deployment of D2D networks. In this paper, we formulate an optimization problem for optimal resource allocation and then propose a novel algorithm namely maximum clique based resource allocation (MCRA) for improving the spectral reuse based on graph theoretic concept of maximum clique. Practical application of D2D communications requires each node to receive and transmit signals during the communication process. We have considered this issue in constructing the interference graph and mathematical formulations in our system model. We have proposed an efficient algorithm called binary code-based maximum clique detector (BCMD) to find the maximum clique solution with reduced complexity in interference graphs. Finally, to mitigate the overall interference and complexity of the problem, a two level resource allocation algorithm (TLRA) is suggested. The results demonstrate that substantial gains are achieved in terms of sum rate, time and computational complexity compared to the existing approaches in literature.
随着通信量需求的显著增长,集成在蜂窝网络中的设备到设备通信(D2D)成为一种新的发展趋势。资源分配是D2D网络部署的重要挑战之一。本文提出了一个资源优化分配的优化问题,并在此基础上提出了一种基于最大团的资源分配算法(MCRA),以提高频谱复用性。D2D通信的实际应用需要每个节点在通信过程中接收和发送信号。我们在构造干涉图和系统模型的数学公式时考虑了这个问题。我们提出了一种有效的算法,称为基于二进制码的最大团检测器(BCMD),以降低干扰图的复杂性来寻找最大团解。最后,为了降低问题的总体干扰和复杂性,提出了一种两级资源分配算法(TLRA)。结果表明,与文献中现有的方法相比,该方法在求和速率、时间和计算复杂度方面取得了实质性的进展。
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引用次数: 3
Optimization of multi-antenna GLRT-based spectrum sensing for cognitive radio 基于多天线glrt的认知无线电频谱感知优化
Yibo He, T. Ratnarajah, E. G. Yousif, J. Xue, M. Sellathurai
This paper investigates the optimization of the generalized likelihood ratio test (GLRT) eigenvalue-based spectrum sensing detector in terms of decision thresholds and sensing time. In order to guarantee the interests of primary and secondary users simultaneously, the sensing performance is assessed using the total error rate, i.e., the summation of probabilities of false alarm and missed detection. Therefore, the generalized statistical distributions of the test statistic are derived under the absence and presence of primary users, assuming an arbitrary number of receive antennas. These distributions are necessary for the analyses of the total error rate performance and the optimization. The optimization consists of two parts. Firstly, the optimal decision threshold is numerically obtained, which can minimize the total error rate under the constraints of target probabilities of false alarm and missed detection. Secondly, the optimal sensing time is obtained when a target total error rate is guaranteed, so that the spectrum sensing process can be accelerated without the loss of sensing accuracy. Furthermore, the simulation and theoretical results reveal that the chosen optimal decision thresholds benefit the primary and secondary users simultaneously and the chosen optimal sensing time improves the speed of spectrum sensing.
本文从决策阈值和感知时间两个方面研究了基于广义似然比检验(GLRT)特征值的频谱感知检测器的优化问题。为了同时保证主、次用户的利益,采用总错误率,即虚警和漏检概率的总和来评估传感性能。因此,在主用户不存在和主用户存在的情况下,假设接收天线的数量是任意的,推导了测试统计量的广义统计分布。这些分布是分析总错误率性能和优化所必需的。优化包括两个部分。首先,数值求出最优决策阈值,在虚警和漏检目标概率约束下使总错误率最小;其次,在保证目标总误差率的情况下,获得最优感知时间,在不损失感知精度的前提下,加快频谱感知过程;仿真和理论结果表明,所选择的最优决策阈值使主、次用户同时受益,所选择的最优感知时间提高了频谱感知的速度。
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引用次数: 1
A guard interval assisted OFDM symbol-based channel estimation for rapid time-varying scenarios in IEEE 802.lip ieee802 .lip中快速时变场景下的保护间隔辅助OFDM符号信道估计
P. Aggarwal, Anubha Gupta, V. Bohara
IEEE 802.11p standard is a wireless vehicular communication standard meant for outdoor applications. This standard suffers from the challenge of robust channel estimation due to rapid time-varying nature of the channel This paper proposes a novel scheme of channel estimation by utilizing the guard interval of every orthogonal frequency division multiplexing (OFDM) symbol. For a typical vehicular wireless communication where the channel fades quite rapidly, inter-symbol-interference (ISI) may not be as significant a problem as time varying nature of the channel due to Doppler effect. Hence, the proposed scheme utilizes the redundant space of guard interval (GI) (other than that required for cyclic prefix (CP) to combat ISI) to insert pseudo-random sequence (PRS)for channel estimation. A decision-directed time-domain least squares channel estimation method is proposed using the inserted PRS with CP. Simulation results show that the proposed scheme can considerably improve the bit error rate (BER) performance compared to the existing techniques.
IEEE 802.11p标准是一种用于户外应用的无线车载通信标准。由于信道的快速时变特性,该标准面临着信道估计鲁棒性的挑战。本文提出了一种利用每个正交频分复用(OFDM)符号的保护间隔进行信道估计的新方案。对于典型的车载无线通信,其中信道衰减相当快,符号间干扰(ISI)可能不像多普勒效应引起的信道时变性质那样重要。因此,该方案利用保护间隔(GI)的冗余空间(而不是循环前缀(CP)对抗ISI所需的冗余空间)插入伪随机序列(PRS)进行信道估计。提出了一种带CP的插入式PRS的决策导向时域最小二乘信道估计方法。仿真结果表明,与现有方法相比,该方法能显著提高误码率性能。
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引用次数: 4
期刊
2015 IEEE 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)
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