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2021 24th International Symposium on Wireless Personal Multimedia Communications (WPMC)最新文献

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A Novel MIMO Signal Detection Method Using Hamiltonian Monte Carlo Approach 一种基于哈密顿蒙特卡罗方法的MIMO信号检测方法
Pub Date : 2021-12-14 DOI: 10.1109/wpmc52694.2021.9700423
K. Matsumura, J. Hagiwara, T. Nishimura, T. Ohgane, Y. Ogawa, Takanori Sato
Multiple-input multiple-output (MIMO) is a modern wireless transmission technology that can dramatically increase communication speed and capacity. Since the computational complexity of received signal detection increases with the number of antennas, various improvement methods have been investigated. This paper focuses on Markov chain Monte Carlo methods and proposes a new signal detection method based on the Hamiltonian Monte Carlo. The proposed method can improve the signal search efficiency by intentionally expanding the discrete signal detection problem into a continuous-valued one. Simulation results show that the proposed method outperforms the conventional method using the Gibbs sampling method and achieves near-optimal performance, especially when the modulation order and spatial correlations are high, which are generally difficult for signal detection. This result suggests that the proposed method is a promising candidate for a practical MIMO system.
多输入多输出(MIMO)是一种能够显著提高通信速度和容量的现代无线传输技术。由于接收信号检测的计算复杂度随着天线数量的增加而增加,人们研究了各种改进方法。本文针对马尔可夫链蒙特卡罗方法,提出了一种新的基于哈密顿蒙特卡罗的信号检测方法。该方法有意地将离散信号检测问题扩展为连续信号检测问题,从而提高了信号搜索效率。仿真结果表明,该方法优于传统的Gibbs采样方法,在调制阶数和空间相关性较高的情况下具有较好的检测性能。这一结果表明,所提出的方法是一个有前途的候选实际MIMO系统。
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引用次数: 2
Performance Evaluation of Wireless Switching for Indoor AGV 室内AGV无线切换性能评价
Pub Date : 2021-12-14 DOI: 10.1109/wpmc52694.2021.9700437
Fumiko Ohori, S. Itaya, Taketoshi Nakajima, Akihiro Amagai, J. Hasegawa, T. Osuga, T. Matsumura
In recent days, various types of wireless communication-based equipment such as Automated Guided Vehicles (AGVs), stacker cranes, and mobile robots have been used to enhance productivity and factory automation. Wireless communication networks are promising for a flexible factory where frequent reconfigurations occur, whereas communication quality, reliability and roaming of wireless links may be the issues for their utilization. This paper shows the experimental results of the function that monitors the communication quality of multiple Access Points (APs) and reduces the communication disconnection time by communicating with appropriate APs through multiple interfaces in a real logistics area. As a result, the packet loss ratio was improved by 21.94% and the average delay time was reduced by about 50-60ms.
最近,各种类型的基于无线通信的设备,如自动导引车(agv),堆垛起重机和移动机器人已被用于提高生产力和工厂自动化。无线通信网络在灵活的工厂中具有广泛的应用前景,但无线链路的通信质量、可靠性和漫游等问题可能会影响其应用。本文展示了该功能的实验结果,该功能通过实际物流区域的多个接口与适当的接入点通信,从而监控多个接入点(ap)的通信质量并减少通信断开时间。结果,丢包率提高了21.94%,平均延迟时间减少了约50-60ms。
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引用次数: 3
Privacy-Preserving Data Aggregation for Single Point of Failure in Smart Grid 智能电网单点故障数据聚合的隐私保护
Pub Date : 2021-12-14 DOI: 10.1109/wpmc52694.2021.9700450
Qingyu Yang, Ding Zhifan
With the increasing popularity of smart grid and fog computing, fog computing-based network privacy is one of the biggest security challenges for data aggregating in smart grid. Many researchers have proposed corresponding solutions. However, in most schemes, a single fog node is responsible for the data aggregation of the smart meter sub-area within its range, which is prone to the risk of single point of failure. To solve the above problems, this paper designed a fog node allocation strategy based on the fog computing smart grid system model containing fog groups. The fog nodes in fog group are allocated by dynamic priority method to reduce the risk of single point failure. Furthermore, a privacy preserving multidimensional data aggregation scheme is proposed, which supports smart meters to report multiple types of data to control center at one time, so as to realize efficient data processing. Security analysis shows that this scheme can better satisfy the security. The performance analysis shows the advantages of this scheme in computation cost.
随着智能电网和雾计算的日益普及,基于雾计算的网络隐私是智能电网数据聚合面临的最大安全挑战之一。许多研究者提出了相应的解决方案。然而,在大多数方案中,单个雾节点负责其范围内智能电表子区域的数据聚合,容易出现单点故障的风险。针对上述问题,本文设计了一种基于包含雾群的雾计算智能电网系统模型的雾节点分配策略。采用动态优先级法对雾组中的雾节点进行分配,降低了单点故障的风险。在此基础上,提出了一种保护隐私的多维数据聚合方案,支持智能电表同时向控制中心上报多种类型的数据,实现高效的数据处理。安全性分析表明,该方案能较好地满足安全性要求。性能分析表明了该方案在计算成本方面的优势。
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引用次数: 0
A study on Satellite-Terrestrial Cooperation System as a Part of Research and Development of Ka-band Satellite Communication Control for Various Use Cases 星地合作系统研究——多用例ka波段卫星通信控制研发的一部分
Pub Date : 2021-12-14 DOI: 10.1109/wpmc52694.2021.9700428
Mariko Sekiguchi, A. Miura, Y. Abe, Go Otsuru, E. Morikawa, N. Yoshimura, Takashi Takahashi, T. Kubo-oka, T. Fuse, H. Tsuji, M. Toyoshima
In recent years, the capacity of satellite has been improved by multi-beam technology. For the next-generation high throughput satellite (HTS), further improvements of capacity, flexibilization and digitization are required. In addition, cooperation with terrestrial 5G/Beyond 5G are also required to expand terrestrial network area or to utilize satellites as backup links in case of disaster or to realize completely new applications. We started research and development (R&D) on next-generation HTS which is scheduled for five years from fiscal year 2020 to fiscal year 2024. The development results will be verified by the on-orbit demonstration experiment using Engineering Test Satellite 9. In this paper, we introduce the outline of our R&D. In addition, we focus on one of the study items “satellite-terrestrial cooperation system” and present the concept of a satellite-terrestrial cooperation network simulator which will be used to extract potential issues or to verify some algorithms associated with the satellite-terrestrial cooperation system.
近年来,利用多波束技术提高了卫星的容量。对于下一代高通量卫星(HTS),需要进一步提高容量、灵活性和数字化。此外,还需要与地面5G/超5G合作,以扩大地面网络面积或在灾难情况下利用卫星作为备份链路或实现全新的应用。从2020会计年度开始到2024会计年度为止的5年时间内,已经开始了下一代高温超导的研究开发(R&D)。开发结果将通过工程测试卫星9的在轨演示实验进行验证。本文介绍了本公司的研发概况。此外,我们重点研究了其中一个研究项目“星地合作系统”,并提出了星地合作网络模拟器的概念,该模拟器将用于提取潜在问题或验证与星地合作系统相关的一些算法。
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引用次数: 0
Estimation of Memoryless Nonlinearity of Multiple Amplifiers with Low Complexity and High Stability Based on Orthonormal Systems and Quadrature 基于正交系统和正交的低复杂度高稳定性多放大器无记忆非线性估计
Pub Date : 2021-12-14 DOI: 10.1109/wpmc52694.2021.9700414
Kazuki Komatsu, T. Matsumura
Estimation of memoryless nonlinearity is the simplest problem of nonlinearity and one of the most important problems on wireless communications. In some wireless communication fields such as pre-distortion of multiple-input and multiple-output systems, dual-input digital Doherty, and wireless physical layer identification, there is a demand to estimate the nonlinearity of multiple amplifiers simultaneously. In this paper, we presents a novel estimation method of memoryless nonlinearity of multiple amplifiers with low complexity and high stability based on weighted least squares, numerical integration, and good properties of orthonormal systems. While the conventional least-squares method is derived by focusing on the effect of noise added to the output, the proposed method focuses on the error of the polynomial approximation and is derived from the numerical integration of its probability expectation. In addition, we derive the theoretical analysis of the estimation error of the proposed method. The simulation results show that the proposed method achieves better estimation accuracy, higher stability, and lower computational cost than the conventional least squares. Also, the theoretical results and simulation results are consistent with each other.
无记忆非线性估计是非线性中最简单的问题,也是无线通信中最重要的问题之一。在多输入多输出系统的预失真、双输入数字Doherty、无线物理层识别等无线通信领域中,需要同时对多个放大器的非线性进行估计。本文提出了一种基于加权最小二乘、数值积分和正交系统良好性质的低复杂度、高稳定性多放大器无记忆非线性估计新方法。传统的最小二乘方法主要考虑噪声对输出的影响,而本文提出的方法主要考虑多项式近似的误差,并从其概率期望的数值积分中得出。此外,对所提方法的估计误差进行了理论分析。仿真结果表明,与传统的最小二乘方法相比,该方法具有更好的估计精度、更高的稳定性和更低的计算量。理论结果与仿真结果吻合较好。
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引用次数: 0
Piggy-back Network to enable Beyond5G Society supported by Autonomous Mobilities: Concept, Key technologies & Prototyping on a Service Robot Platform 搭载式网络实现自主移动支持的超越5g社会:服务机器人平台上的概念、关键技术和原型设计
Pub Date : 2021-12-14 DOI: 10.1109/wpmc52694.2021.9700426
Y. Shoji, K. Nakauchi, Yoshito Watanabe, So Hasegawa, Mikio Hasegawa
This paper overviews the concept of the Piggy-back Network to enable upcoming Beyond 5G society supported by autonomous mobilities, the key technologies, and the prototyping on a service robot platform. The data transfer principle in the Piggy-back Network is based on the store-carry-forwarding (SCF) between cross-industrial autonomous mobilities such as service robots, wheelchairs, vehicles, buses, etc., with autonomous moving capabilities, which are practicing indoor or outdoor in a city or town. It is suggested that three types of technologies; to exploit the proximity time at a maximum, to create or increase the proximity chances, and to manage the distributed proximity chances, should be pursued. It is shown that the Shannon’ s communication capacity theorem is still useful to estimate the channel capacity achieved by a passing wireless communication using an extremely high frequency band by introducing an antenna model suitably. This paper focuses on a technology to enlarge the data volume that can be transferred by the passing communications and proposes to control the mobilities with “Stop/Slow-down & Go” or “Catch-up & Rendezvous” policy. It is demonstrated by prototyping a service robot platform that the mobility control with the “Stop & Go” policy increases the transferable data size with a little time loss.
本文概述了Piggy-back Network的概念,以实现由自主移动支持的即将到来的超越5G社会,关键技术以及服务机器人平台的原型设计。“背驮式网络”的数据传输原理是基于服务机器人、轮椅、车辆、公交车等具有自主移动能力的跨产业自主移动设备之间的存储-携带转发(store-carry-forwarding, SCF),这些设备在城市或城镇的室内或室外进行练习。建议采用三种技术;最大限度地利用接近时间,创造或增加接近机会,对分布式接近机会进行管理。通过适当地引入天线模型,证明了香农通信容量定理对于估计在极高频段通过的无线通信所获得的信道容量仍然是有用的。本文重点研究了一种扩大通行通信可传输数据量的技术,并提出了采用“停/慢/走”或“追/会合”策略来控制移动。通过一个服务机器人平台的原型设计,证明了采用“停走”策略的移动控制在增加可转移数据量的同时,时间损失很小。
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引用次数: 2
Status Monitoring and Diagnostics using Sensing Data in Flexible Factory 基于传感数据的柔性工厂状态监测与诊断
Pub Date : 2021-12-14 DOI: 10.1109/wpmc52694.2021.9700463
S. Itaya, Akihiro Amagai, Taketoshi Nakajima, Fumiko Ohori, T. Osuga, T. Matsumura
In recent years, demands for wireless sensing and flexibility of manufacturing environment and systems are increasing and driving an increase in volume and variety of wireless devices in factories. Especially, detection of status and anomaly of systems using sensors is getting a lot of attention in the manufacturing field. In this paper, we introduce two examples in which the state of a manufacturing machine, specifically the wear state of blades in a milling machine, is diagnosed using sensing data which can be collected via a wireless network. It is shown that the volume of data required for reliable diagnosis can be reduced to minimize use of wireless resources by pre-preprocessing of data before sending.
近年来,对无线传感和制造环境和系统灵活性的需求不断增加,并推动了工厂中无线设备的数量和种类的增加。特别是利用传感器检测系统的状态和异常,在制造领域受到了广泛的关注。在本文中,我们介绍了两个例子,其中制造机器的状态,特别是铣床刀片的磨损状态,是利用可通过无线网络收集的传感数据诊断的。研究表明,在发送前对数据进行预处理,可以减少可靠诊断所需的数据量,从而最大限度地减少无线资源的使用。
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引用次数: 0
Implementation Requirements and System Architecture for Mixed Reality Telepresence Application Scenario 混合现实网真应用场景的实现需求与系统架构
Pub Date : 2021-12-14 DOI: 10.1109/wpmc52694.2021.9700439
Krasimir Tonchev, Ivaylo Bozhilov, Radostina Petkova, V. Poulkov, A. Manolova, P. Lindgren
With the advance of technology, human-to-human long distance communication becomes closer to real life-like experience. Cheap and easy to install 3D sensors, affordable virtual and mixed reality Head-Mounted Displays (HMD) are paving the way towards widespread usage. However, the present development in this direction is still infant and the lack of standards and recommendations are the main obstacle for off the shelf availability of such technology. Considering a specific case study, based on a controlled environment, we define the requirements for Mixed Reality Telepresence System (MRTS), propose the system architecture in terms of hardware and software ones and provide implementation details for each of the its components.
随着科技的进步,人与人之间的远程交流越来越接近真实的生活体验。廉价且易于安装的3D传感器,经济实惠的虚拟和混合现实头戴式显示器(HMD)正在为广泛使用铺平道路。然而,目前在这方面的发展仍处于初级阶段,缺乏标准和建议是这种技术现成可用性的主要障碍。结合具体案例研究,基于受控环境,定义了混合现实远程呈现系统(MRTS)的需求,从硬件和软件两个方面提出了系统架构,并给出了各个组件的实现细节。
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引用次数: 4
Characterization of Indoor Small Cells Propagation 室内小细胞繁殖特性研究
Pub Date : 2021-12-14 DOI: 10.1109/wpmc52694.2021.9700457
R. M. Andrade, R. Paulo, Salomao M. Francisco, Emanuel Teixeira, F. Velez
The characterization of the wireless medium in indoor small cell networks is essential to obtain appropriate modeling of the propagation environment. Universal Software Radio Peripherals (USRPs) and simple dipole antennas can emulate LTE-Advanced networks. In this work, we verify WINNER II propagation modeling for the indoor femtocell environment by considering different classrooms of $7.32 times 7.32$ square meters near a common University Department corridor while measuring the power received in UEs placed in a grid of 49 points (radiated by the small eNodeB in the centre of the classroom of the own cell). These measurements have been carried out either by using the Software Radio Systems LTE that emulates the LTE-Advanced network and its UEs, or by measuring the received power in the UES with a Rohde & Schwarz FSH8 spectrum analyzer. In room 1, by varying the UE position, the highest values of the received power have occurred close to the central BS, and then in the opposite wall, further away from the interferer. Nevertheless, it was verified that the received power does not decrease suddenly because of the effect of the radiation pattern of the BS and UE antennas for large angles of apertures, as well as due to the non-omnidirectional horizontal antenna pattern. In addition, it was demonstrated that there is an effect of “wall loss” proven by the fact that path loss increases between room 2 and room 1 (or between room 3 and 2). If we consider an attenuation for each wall of circa 7-9 dB the behavior of the WINNER II model at 2.625 GHz for the interference coming across different walls is verified.
室内小型蜂窝网络中无线介质的特性对于获得适当的传播环境建模至关重要。通用软件无线电外设(usrp)和简单的偶极天线可以模拟LTE-Advanced网络。在这项工作中,我们通过考虑一个普通大学院系走廊附近不同的7.32美元× 7.32美元平方米的教室来验证室内飞基站环境的WINNER II传播模型,同时测量放置在49个点的网格中的ue接收的功率(由自己单元教室中心的小型eNodeB辐射)。这些测量要么通过使用软件无线电系统LTE来模拟LTE- advanced网络及其终端,要么通过使用罗德与施瓦茨FSH8频谱分析仪测量终端中的接收功率来进行。在房间1中,通过改变UE的位置,接收功率的最大值出现在靠近中央BS的地方,然后在对面的墙壁上,远离干扰。然而,验证了接收功率不会因为BS和UE天线在大孔径角时的辐射方向图以及非全向水平天线方向图的影响而突然下降。此外,通过在房间2和房间1之间(或房间3和房间2之间)的路径损耗增加这一事实证明存在“壁损耗”的影响。如果我们考虑每面墙的衰减约为7-9 dB,则验证了WINNER II模型在2.625 GHz时对来自不同墙壁的干扰的行为。
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引用次数: 0
Experimental Study of Dynamic Data Traffic Control for the Cooperating System of Smart Personal Mobility and Indoor Intelligent Infrastructure 智能个人出行与室内智能基础设施协同系统的动态数据流量控制实验研究
Pub Date : 2021-12-14 DOI: 10.1109/wpmc52694.2021.9700451
C. Pyo, H. Sawada, Takeshi Matsumura
This paper introduces a cooperating system of smart personal mobility (SPM) and indoor intelligent infrastructure to remotely monitor SPM and identify indoor conditions for safe indoor automatic mobility. We also introduce dynamic data traffic control, which is a method of changing the camera image resolution on the SPM movement, to manage wireless data traffic with remote monitoring using multiple infrastructures. This paper shows an experimental study of dynamic data traffic control and provides sufficient quality of service for remote monitoring under the limited radio resources.
本文介绍了一种智能个人移动(SPM)与室内智能基础设施的协作系统,用于远程监控SPM并识别室内条件,实现安全的室内自动移动。我们还介绍了动态数据流量控制,这是一种在SPM运动中改变相机图像分辨率的方法,通过使用多个基础设施进行远程监控来管理无线数据流量。本文对动态数据流量控制进行了实验研究,在无线电资源有限的情况下为远程监控提供了足够的服务质量。
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引用次数: 1
期刊
2021 24th International Symposium on Wireless Personal Multimedia Communications (WPMC)
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