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2018 15th International Symposium on Wireless Communication Systems (ISWCS)最新文献

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Latency Reduction in Narrowband 4G LTE Networks 窄带4G LTE网络的延迟降低
Pub Date : 2018-08-01 DOI: 10.1109/ISWCS.2018.8491085
Zubair Amjad, A. Sikora, Jean-Philippe Lauffenburger, B. Hilt
The next generation cellular networks are expected to improve reliability, energy efficiency, data rate, capacity and latency. Originally, Machine Type Communication (MTC) was designed for low-bandwidth high-latency applications such as, environmental sensing, smart dustbin, etc., but there is additional demand around applications with low latency requirements, like industrial automation, driver-less cars, and so on. Improvements are required in 4G Long Term Evolution (LTE) networks towards the development of next generation cellular networks for providing very low latency and high reliability. To this end, we present an in-depth analysis of parameters that contribute to the latency in 4G networks along with a description of latency reduction techniques. We implement and validate these latency reduction techniques in the open-source network simulator (NS3) for narrowband user equipment category Cat-Ml (LTE-M) to analyze the improvements. The results presented are a step towards enabling narrowband Ultra Reliable Low Latency Communication (URLLC) networks.
下一代蜂窝网络有望提高可靠性、能源效率、数据速率、容量和延迟。最初,机器类型通信(MTC)是为低带宽高延迟应用而设计的,如环境传感、智能垃圾箱等,但围绕低延迟要求的应用,如工业自动化、无人驾驶汽车等,有了额外的需求。4G长期演进(LTE)网络需要改进,以发展下一代蜂窝网络,以提供非常低的延迟和高可靠性。为此,我们对导致4G网络延迟的参数进行了深入分析,并对延迟减少技术进行了描述。我们在窄带用户设备类别Cat-Ml (LTE-M)的开源网络模拟器(NS3)中实现并验证了这些延迟降低技术,以分析改进。提出的结果是实现窄带超可靠低延迟通信(URLLC)网络的一步。
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引用次数: 7
NB-IoT Optimization on Paging MCS and Coverage Level 基于寻呼MCS和覆盖级别的NB-IoT优化
Pub Date : 2018-08-01 DOI: 10.1109/ISWCS.2018.8491101
Haheon Chung, Sunguk Lee, Junho Jeong
With growing popularity of Internet of Things (IoT), Low Power Wide Area (LPWA) technologies are getting more interests. Narrowband Internet of Things (NB-IoT) is a LPWA technology specified by 3rdGeneration Partnership Project (3GPP) and in the initial stage of commercialization. The performance of NB-IoT network needs to be optimized in downlink as well as uplink for reliable quality of NB-IoT services. In this paper, we provide optimization cases of modulation and coding scheme (MCS) for paging in multicell interference environments in terms of paging success rate in NB-IoT downlink. We also present optimization cases of coverage level (CL) in a commercial NB-IoT network environment with various driving speed in terms of random access channel (RACH) success rate in NB-IoT uplink.
随着物联网(IoT)的日益普及,低功耗广域(LPWA)技术受到越来越多的关注。窄带物联网(NB-IoT)是3GPP (3rdGeneration Partnership Project)指定的一种LPWA技术,目前正处于商业化的初始阶段。为了保证NB-IoT业务质量的可靠性,需要对NB-IoT网络的下行和上行进行性能优化。本文从NB-IoT下行链路寻呼成功率的角度,给出了多小区干扰环境下寻呼调制和编码方案(MCS)的优化案例。我们还就NB-IoT上行链路的随机接入信道(RACH)成功率方面,在不同驱动速度的商业NB-IoT网络环境中提供了覆盖水平(CL)的优化案例。
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引用次数: 9
Joint Cache Placement and Beamforming Design for Scalable Videos in C-RAN C-RAN中可扩展视频的联合缓存放置和波束形成设计
Pub Date : 2018-08-01 DOI: 10.1109/ISWCS.2018.8491057
Mingfeng Ma, Tiejun Lv, Xuewei Zhang
This paper investigates the joint optimization of layered caching and beamforming design for scalable videos delivered by Dynamic Adaptive Streaming over HTTP in the multicell cloud radio access network. To transmit differential scalable videos, each video is divided into a base layer and a set of enhancement layers based on scalable video coding. Taking the layered property of scalable videos into account, we propose a layered caching scheme, i.e., multiple layers of different scalable videos are cached in the baseband unit pool and the cache-enabled cluster respectively, which alleviates the burden of backhaul links effectively. Since the quality of videos received by each user depends on the available bandwidth, the appropriate scalable videos are provided for users based on the transmission rates. To provide superior video quality for users, we aim to maximize the sum rate for users accessing the remote radio heads and regard the backhaul consumption as a quality of service constraint explicitly. Then, the weighted sum rate maximization problem is formulated, which can be converted into a quadratically constrained quadratic programming problem through the l0-norm approximation technique and the weighted minimum mean square error approach. Finally, simulation results demonstrate the superiority of the proposed scheme.
本文研究了多蜂窝云无线接入网中基于HTTP的动态自适应流传输可扩展视频的分层缓存和波束形成设计的联合优化。为了传输差分可扩展视频,将每个视频划分为一个基础层和一组基于可扩展视频编码的增强层。考虑到可扩展视频的分层特性,提出了一种分层缓存方案,即在基带单元池和支持缓存的集群中分别缓存多层不同的可扩展视频,有效减轻了回程链路的负担。由于每个用户接收到的视频质量取决于可用带宽,因此根据传输速率为用户提供适当的可扩展视频。为了给用户提供更好的视频质量,我们的目标是最大限度地提高用户访问远程无线电头的总速率,并明确地将回程消耗作为服务质量约束。然后,通过10范数逼近技术和加权最小均方误差方法,将加权和率最大化问题转化为二次约束的二次规划问题。最后,仿真结果验证了该方案的优越性。
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引用次数: 0
A Testbed for Experimental Performance Evaluation of Multicarrier Waveforms in Presence of RF PA 射频放大器存在下多载波波形实验性能评价的试验台
Pub Date : 2018-08-01 DOI: 10.1109/ISWCS.2018.8491253
R. Zayani, H. Shaiek, C. Alexandre, A. Kielys, Xinying Cheng, Xiaotian Fu, D. Roviras
This paper presents an experimental testbed to evaluate the performance of CP-OFDM and the most promising 5G multicarrier waveforms (MWFs) WOLA-OFDM and BF-OFDM in presence of a real RF power amplifier (RF PA). In particular, we focus on the in-band and out-of-band non-linear distortions and their effects on power spectrum density (PSD) and bit error rate (BER), respectively. Testbed results are obtained in a realistic laboratory experimentation with configurable universal software radio peripherals (USRPs) based software defined radio (SDR) prototype. Testbed results confirm that different waveforms lose rapidly their good properties when non-linear RF PA is considered. Waveform performances are validated and compared via both simulations and experimental measurements.
本文提出了一个实验测试平台,用于评估CP-OFDM和最有前途的5G多载波波形(MWFs) WOLA-OFDM和BF-OFDM在真实射频功率放大器(RF PA)存在下的性能。我们特别关注了带内和带外非线性失真及其对功率谱密度(PSD)和误码率(BER)的影响。采用基于可配置通用软件无线电外设(usrp)的软件定义无线电(SDR)原型,在实际的实验室实验中获得了试验台结果。实验结果表明,当考虑非线性射频放大器时,不同的波形会迅速失去其良好的性能。通过仿真和实验测量对波形性能进行了验证和比较。
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引用次数: 3
Using Low Cost Embedded Systems for Respiratory Sounds Auscultation 使用低成本的嵌入式系统进行呼吸声音听诊
Pub Date : 2018-08-01 DOI: 10.1109/ISWCS.2018.8491232
João T. Fernandes, B. Racha, Rui Pedro Paiva, T. Cruz
With technology advances, trying to replace expensive devices with cheaper, but efficient, systems is a promising approach to pursuit in the future. The main objective of this paper is to compare the Littmann 3200 (state-of-the-art electronic stethoscope) with a prototype built for this purpose (with an electric microphone as the sensor, and an Arduino Mega as a controller), in terms of sound quality, cough detection, and costs. Regarding sound quality, the Littmann is better, especially because of all the technology behind the stethoscope. The costs of both devices are significantly different: the prototype costs 90% less than the Littmann. In terms of cough detection, the Littmann has a sensitivity of 75.4±32.0% and a specificity of 99.6±2.5%, and the prototype has a sensitivity of 71.7±32.1% and a specificity of 98.0±11.0%, but the differences are not significant.
随着技术的进步,试图用更便宜但更高效的系统取代昂贵的设备是未来一种很有前途的方法。本文的主要目的是将Littmann 3200(最先进的电子听诊器)与为此目的而构建的原型(以电子麦克风作为传感器,Arduino Mega作为控制器)在音质,咳嗽检测和成本方面进行比较。关于音质,Littmann是更好的,特别是因为听诊器背后的所有技术。这两种设备的成本差别很大:原型机的成本比Littmann低90%。在咳嗽检测方面,Littmann的敏感性为75.4±32.0%,特异性为99.6±2.5%,而原型的敏感性为71.7±32.1%,特异性为98.0±11.0%,但两者差异不显著。
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引用次数: 1
Geographic Routing Based on Social Dynamic Features Aware in Vehicle Social Network 车辆社交网络中基于社会动态特征感知的地理路由
Pub Date : 2018-08-01 DOI: 10.1109/ISWCS.2018.8491034
Qing Liao, Jingyi Zhang
Vehicular ad-hoc network has the characteristics of Delay Tolerant Network and social network. In this background, we take the social attributes of Delay Tolerant Network as starting point and study the macroscopic dynamic features, micro dynamic features and dynamic contact features of vehicles. In this paper, we proposed a geographic multicast routing based on social dynamic features aware which solves messages transmission problems in vehicular ad hoc network. Different from the existing mobility-aware geocast algorithm, our algorithm takes into account not only the relationships between vehicles mobility and geographical location, but also the contact features between vehicles and destination areas. Finally, it is proved that our algorithm is superior to the existing mobility-aware geocast algorithm in term of delivery rate, network overhead and average delay by the real mobile data model simulation in large vehicular ad-hoc network. The results prove the effectiveness of our algorithm, and the routing protocol we proposed is suited for large urban vehicular ad hoc networks.
车载自组织网络具有延迟容忍网络和社交网络的特点。在此背景下,我们以容忍延迟网络的社会属性为出发点,研究了车辆的宏观动态特征、微观动态特征和动态接触特征。本文提出了一种基于社会动态特征感知的地理组播路由,解决了车载自组网中的消息传输问题。与现有的机动感知geo - cast算法不同,我们的算法不仅考虑了车辆机动与地理位置之间的关系,还考虑了车辆与目的地区域之间的接触特征。最后,通过大型车载自组织网络的真实移动数据模型仿真,证明了该算法在传输速率、网络开销和平均延迟方面优于现有的移动感知geo - cast算法。结果证明了算法的有效性,所提出的路由协议适用于大型城市车辆自组织网络。
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引用次数: 4
A Low Complexity Solution for Resource Allocation and SDMA Grouping in Massive MIMO Systems 大规模MIMO系统中资源分配和SDMA分组的低复杂度解决方案
Pub Date : 2018-08-01 DOI: 10.1109/ISWCS.2018.8491076
Weskley V. F. Maurício, D. C. Araújo, F. H. C. Neto, F. Lima, T. Maciel
This work investigates the space-division multiple access grouping problem in multiuser massive multiple input multiple output (MIMO). The adopted approach consists in performing firstly the K-means algorithm, that is a classification algorithm well known in machine learning field, to split mobile stations (MSs) into spatially compatible clusters based on the knowledge of the users' spatial covariance matrices. Secondly, it schedules a sub-set of MSs from each cluster thus supporting multiple spatial streams per cluster. Furthermore, the MSs are selected based on a metric that accounts for the trade-off between their spatial channel correlation and channel gain. The corresponding scheduling is optimally solved by using branch and bound (BB) and best fit (BF) algorithms. Moreover, we compare the proposed solutions with the random scheduler that performs clustering and chooses the MSs to compose the groups at random. The simulation results show that the two proposed solutions, BB and BF outperform, the random scheduler. The BB and BF solutions achieve similar capacity performance, but the first has polynomial-time computational complexity while the second a exponential computational complexity.
研究了多用户海量多输入多输出(MIMO)中的空分多址分组问题。所采用的方法是,首先使用机器学习领域知名的分类算法K-means算法,根据用户空间协方差矩阵的知识,将移动站(MSs)划分为空间兼容的簇。其次,它从每个集群调度一个子集的MSs,从而支持每个集群的多个空间流。此外,MSs是根据一个度量来选择的,该度量考虑了它们的空间信道相关性和信道增益之间的权衡。采用分支定界(BB)算法和最佳拟合(BF)算法对相应的调度问题进行了优化求解。此外,我们将所提出的解决方案与随机调度程序进行比较,随机调度程序执行聚类并随机选择MSs组成组。仿真结果表明,提出的BB和BF方案优于随机调度方案。BB和BF解决方案实现了相似的容量性能,但前者具有多项式时间计算复杂度,而后者具有指数计算复杂度。
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引用次数: 10
A Compressive Sensing Based Multi-user Detection Algorithm for SIMa-NOMA Systems 基于压缩感知的SIMa-NOMA系统多用户检测算法
Pub Date : 2018-08-01 DOI: 10.1109/ISWCS.2018.8491213
Xiaojuan Zhao, Shou-yi Yang, Aihua Zhang, Xiaoyu Li
Multi-User Detection (MUD) for uplink grant-free Non-orthogonal Multiple Access (NOMA) has received much attention recently. In this paper, we consider the scenario in which a Base Station (BS) is equipped with multiple antennas, and propose a Compressive Sensing-based Hard Fusion Algorithm (CS-HFA) to realize MUD. More explicitly, we detect the user activity information by a conventional CS algorithm at each antenna, and then amalgamate the detected user activity information to derive an active user set. Finally, we can use the obtained active user set to estimate the active users' data. The proposed CS- HFA with low complexity for uplink grant-free Single-Input Multiple-Output Non-Orthogonal Multiple Access (SIMO-NOMA) systems can achieve better BER performance than traditional CS-based MUD in the NOMA system with single antenna at the BS.
多用户检测(MUD)用于上行链路无授权非正交多址(NOMA)是近年来备受关注的问题。本文针对基站多天线场景,提出了一种基于压缩感知的硬融合算法(CS-HFA)来实现多天线融合。更明确地说,我们通过传统的CS算法在每个天线上检测用户活动信息,然后合并检测到的用户活动信息,得出一个活跃用户集。最后,我们可以使用得到的活跃用户集来估计活跃用户的数据。提出的用于上行链路无授权单输入多输出非正交多址(SIMO-NOMA)系统的低复杂度CS- HFA可以在单天线处的NOMA系统中获得比传统CS-based MUD更好的BER性能。
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引用次数: 2
An Adaptive GPSR Routing Protocol for VANETs 面向vanet的自适应GPSR路由协议
Pub Date : 2018-08-01 DOI: 10.1109/ISWCS.2018.8491075
Andrey Silva, K. Reza, Aurenice M. Oliveira
The fast topology change and high-speed mobility of vehicles, as well as the limited radio range, usually lead to wrong packet forwarding decisions in highly dynamic Vehicular Ad Hoc Network (VANET). This type of environment makes data routing very challenging. Position-based routing protocols are popular for VANET due to the availability of GPS devices. Geographic Perimeter Stateless Routing (GPSR) has been widely adopted to cope up with VANET challenges. Nevertheless, there are still improvements that could be incorporated into GPSR to make it more reliable and efficient. In this paper, we describe an Adaptive GPSR (AGPSR), including additional information in the Neighbors Table to select the best path and bypass the nodes that delivered the previous packets in recovery mode. This approach can avoid possible link-breakage due to for instance a road accident. We compared our results with the traditional GPSR using the Simulation of Urban MObility (SUMO) and Network Simulator-version 3 (NS-3) for both static and mobility scenarios. Our results show that the proposed AGPSR strategy has better performance than traditional GPSR when packet delivery ratio, lost packets and hop count are used as performance metrics.
在高度动态的车辆自组织网络(VANET)中,由于拓扑结构的快速变化和车辆的高速移动以及有限的无线电范围,导致报文转发决策错误。这种类型的环境使得数据路由非常具有挑战性。由于GPS设备的可用性,基于位置的路由协议在VANET中很流行。地理边界无状态路由(GPSR)被广泛采用来应对VANET的挑战。尽管如此,GPSR仍然可以进行改进,使其更加可靠和高效。在本文中,我们描述了一个自适应GPSR (AGPSR),包括邻居表中的附加信息,以选择最佳路径并绕过在恢复模式下传递先前数据包的节点。这种方法可以避免可能的链接中断,例如由于交通事故。我们使用城市交通模拟(SUMO)和网络模拟器版本3 (NS-3)对静态和移动场景与传统的GPSR进行了比较。研究结果表明,以包投递率、丢包数和跳数作为性能指标时,所提出的AGPSR策略比传统的GPSR策略具有更好的性能。
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引用次数: 16
Secrecy Analysis of EGT and MRT Precoders for M -QAM Constellations M -QAM星座中EGT和MRT预编码器的保密性分析
Pub Date : 2018-08-01 DOI: 10.1109/ISWCS.2018.8491091
Gustavo Anjos, D. Castanheira, Adão Silva, A. Gameiro
This work presents an information theoretical analysis of the intrinsic secrecy of circular and square M-QAM signals when these constellations are precoded with equal gain transmission (EGT) and maximum ratio transmission (MRT) techniques. The main results show that for low order constellations, a significant percentage of the exchanged information is intrinsically protected by the EGT precoder, while in the MRT case, an interesting result shows that the secrecy level doesn't scale with the entropy of the source, and therefore perfect secrecy rate can be achieved asymptotically increasing the constellation order M. Furthermore, the results provided in this work can be used to quantify a minimum entropy value that a shared secret key must have to fully secure the information from an eavesdropper.
本文对圆形和方形M-QAM信号在使用等增益传输(EGT)和最大比传输(MRT)技术进行预编码时的内在保密性进行了信息理论分析。主要结果表明,对于低阶星座,EGT预编码器本质上保护了相当大比例的交换信息,而在MRT情况下,一个有趣的结果表明,保密级别不随源熵的增加而增加,因此随着星座阶数m的增加,可以获得完美的保密率。这项工作提供的结果可用于量化共享密钥必须具有的最小熵值,以完全保护信息免受窃听者的攻击。
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引用次数: 0
期刊
2018 15th International Symposium on Wireless Communication Systems (ISWCS)
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