2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)最新文献

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A Communication Architecture for Cooperative Networked Cyber-Physical Systems 协作网络信息物理系统的通信体系结构
2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651834
Georg von Zengen, Yannic Schröder, L. Wolf
{"title":"A Communication Architecture for Cooperative Networked Cyber-Physical Systems","authors":"Georg von Zengen, Yannic Schröder, L. Wolf","doi":"10.1109/CCNC.2019.8651834","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651834","url":null,"abstract":"Cyber-Physical Systems (CPSs) are used in various important application areas. Networking of several CPSs, the internal networking of CPSs components as well as the interconnection with other systems, is of major importance with respect to scientific, engineering and technical considerations; yet, it is also very challenging. In this paper we describe an architecture and methods which can be used for various networked CPSs. To base the system design and approaches on realistic requirements and devise suitable methods, we use tightly cooperating, mobile robots as application area. This is an example of challenging CPSs which put high demands on the networking methods. Nevertheless, the considerations are applicable to other CPSs as well. In order to enable networked mobile robots to perform individual and cooperative tasks, real-time support and network operations such as merge, split, and synchronize among clusters of such robots are needed. Further, management functions have to be provided which enable independent, but concurrent clusters to allocate and share scarce network resources. In the context of this paper, network resources are considered in a broad sense (e.g., time slots, frequency channels, codes) and assigned by a novel scheduling algorithm. Thus, a schedule means not only a sequence of time slots, but it takes all mentioned dimensions into account.","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":"277 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134312646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Content Popularity Estimation in Edge-Caching Networks from Bayesian Inference Perspective 基于贝叶斯推理的边缘缓存网络内容流行度估计
2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651737
Sajad Mehrizi, Anestis Tsakmalis, S. Chatzinotas, B. Ottersten
{"title":"Content Popularity Estimation in Edge-Caching Networks from Bayesian Inference Perspective","authors":"Sajad Mehrizi, Anestis Tsakmalis, S. Chatzinotas, B. Ottersten","doi":"10.1109/CCNC.2019.8651737","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651737","url":null,"abstract":"The efficiency of cache-placement algorithms in edge-caching networks depends on the accuracy of the content request’s statistical model and the estimation method based on the postulated model. This paper studies these two important issues. First, we introduce a new model for content requests in stationary environments. The common approach to model the requests is through the Poisson stochastic process. However, the Poisson stochastic process is not a very flexible model since it cannot capture the correlations between contents. To resolve this limitation, we instead introduce the Poisson Factor Analysis (PFA) model for this purpose. In PFA, the correlations are modeled through additional random variables embedded in a low dimensional latent space. The correlations provide rich information about the underlying statistical properties of content requests which can be used for advanced cache-placement algorithms. Secondly, to learn the model, we use Bayesian Learning, an efficient framework which does not overfit. This is crucial in edge-caching systems since only partial view of the entire request set is available at the local cache and the learning method should be able to estimate the content popularities without overfitting. In the simulation results, we compare the performance of our approach with the existing popularity estimation method.","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":"137 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134525822","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
Relay UE Selection Scheme in an Emergency Warning System Integrating Proximity Services 集成近距离服务的紧急预警系统中继终端选择方案
2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651762
Y. Musaka, Yoshitaka Nakamura, H. Inamura, Xiaohong Jiang
{"title":"Relay UE Selection Scheme in an Emergency Warning System Integrating Proximity Services","authors":"Y. Musaka, Yoshitaka Nakamura, H. Inamura, Xiaohong Jiang","doi":"10.1109/CCNC.2019.8651762","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651762","url":null,"abstract":"In Japan, early warnings such as the earthquake early warning and the tsunami warning are broadcast to cellular phones by using the Earthquake and Tsunami Warning System (ETWS) [1]. The connectivity of a LTE device (UE: user equipment) depends on the LTE base station (evolved Node B: eNB which acts as a relay with the Internet. Therefore it is difficult to broadcast early warnings during large-scale disasters.","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133075472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Symbol Denoising in High Order M-QAM using Residual learning of Deep CNN 基于深度CNN残差学习的高阶M-QAM符号去噪
2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651830
Saud Khan, K. S. Khan, S. Shin
{"title":"Symbol Denoising in High Order M-QAM using Residual learning of Deep CNN","authors":"Saud Khan, K. S. Khan, S. Shin","doi":"10.1109/CCNC.2019.8651830","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651830","url":null,"abstract":"This paper presents an integrating concept of de-noising convolutional neural networks (DnCNN) with quadrature amplitude modulation (QAM) for symbol denoising. DnCNN is used to estimate and denoise the Gaussian noise from the received constellation symbols of QAM with unknown noise level. Proposed system shows a significant gain in terms of peak signal-to-noise ratio, system throughput and bit-error rate; in comparison with conventional QAM systems. The basic concept, system level integration, and simulated performance gains are presented to elucidate the concept.","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115079729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Channel Access Control for Collisions Caused by Hidden Nodes and Phase Synchronization among Periodic Data Flows 周期数据流间隐藏节点碰撞与相位同步的信道访问控制
2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651756
Anh Huy Nguyen, Y. Tanigawa, H. Tode
{"title":"Channel Access Control for Collisions Caused by Hidden Nodes and Phase Synchronization among Periodic Data Flows","authors":"Anh Huy Nguyen, Y. Tanigawa, H. Tode","doi":"10.1109/CCNC.2019.8651756","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651756","url":null,"abstract":"With the rapid increase in IoT (Internet of Things) applications, more sensor devices, generating periodic data flows whose packets are transmitted at regular intervals, are being incorporated into WSNs (Wireless Sensor Networks). However, packet collision caused by the hidden node problem becomes serious particularly in large-scale multi-hop WSNs. Moreover, focusing on periodic data flows, continuous packet collisions among periodic data flows are caused once periodic packet transmission phases are synchronized. In this paper, we tackle the compounded negative effect of the hidden node problem and the continuous collision problem among periodic data flows. To realize this objective, we propose a new MAC layer mechanism. The proposed method predicts risky durations during which collision can be caused by hidden nodes by taking into account periodic characteristics of data packet generation. In the risky duration, each sensor node stops the transmission of packets in order to avoid collisions. To the best of our knowledge, this is the first paper that considers the compounded effect of hidden nodes and continuous collisions among periodic data flows. Other advantages of the proposed method include that any new control packets are not required and it can be implemented in widelydiffused IEEE 802.11 and IEEE 802.15.4 devices.","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":"7 12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115237144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advanced GTS Scheduling in IEEE 802.15.4 Networks for Industrial Application IEEE 802.15.4工业网络中的高级GTS调度
2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651809
T. Dinh, P. Ha
{"title":"Advanced GTS Scheduling in IEEE 802.15.4 Networks for Industrial Application","authors":"T. Dinh, P. Ha","doi":"10.1109/CCNC.2019.8651809","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651809","url":null,"abstract":"Beacon-enabled IEEE 802.15.4 standard has been widely applied for industrial applications because it can provide contention-free access by using guaranteed time slots (GTSs) in contention-free period (CFP) of a super frame. In IEEE 802.15.4 networks, sensors can also request GTSs for purpose of reliable communication. In existing GTS scheduling studies, however, a sensor wishing to use GTSs has to send a GTS request to a network coordinator. The sending of the GTS request by using carrier sense multiple access with collision avoidance (CSMA/CA) algorithm in fact creates more traffic in the networks. This results in more collisions and packets blocking probability. In addition, if the transmission of GTS request is failed, bandwidth utilization can be low because all GTSs are not allocated. This paper therefore proposes an advanced GTS scheduling (AGS) algorithm, applied in homogeneous networks, to solve those problems. The proposed algorithm eliminates the sending GTS request and allocates GTSs to sensors based on their time order of discovery and the observation of actual allocated GTS usage. Simulation results show that AGS algorithm improves the performance of IEEE 802.15.4 networks in term of bandwidth utilization, packet blocking probability and number of collision per transmission request. In some scenarios, packet blocking probability is reduced about 30 %.","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114577389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
Cost-Efficient Server Provisioning for Deadline-Constrained VNFs Chains: A Parallel VNF Processing Approach 期限约束VNF链的高效服务器配置:一种并行VNF处理方法
2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651799
Somayeh Kianpisheh, R. Glitho
{"title":"Cost-Efficient Server Provisioning for Deadline-Constrained VNFs Chains: A Parallel VNF Processing Approach","authors":"Somayeh Kianpisheh, R. Glitho","doi":"10.1109/CCNC.2019.8651799","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651799","url":null,"abstract":"The fifth generation (5G) utilizes Network Functions Virtualization (NFV) and Software Defined Network (SDN) to provide applications. Among them, there are deadline constrained applications. When the traffic generated by applications traverses Virtual Network Functions (VNFs) chains, it may not be possible to meet the deadlines when the traffic is processed sequentially; even if very fast servers are provisioned to host the VNFs. We propose a parallel VNF processing approach for the traffic. This is done through pools of candidate servers that host VNFs which process the traffic. Considering the routing policy provided by the SDN routing application, the server selection problem with the aim of deadline satisfaction and cost minimization is modeled as a non-linear binary optimization problem. An iterative search algorithm is proposed to solve this problem. Simulations show enhancement in deadline satisfaction as well as cost reduction.","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115407703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Joint High Level QP and Low Level Power Control in NOMA/OMA Downlink Wireless Multimedia Communications NOMA/OMA下行无线多媒体通信中的高电平QP和低电平功率联合控制
2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651865
Shuan He, Wei Wang, K. Sohraby
{"title":"Joint High Level QP and Low Level Power Control in NOMA/OMA Downlink Wireless Multimedia Communications","authors":"Shuan He, Wei Wang, K. Sohraby","doi":"10.1109/CCNC.2019.8651865","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651865","url":null,"abstract":"Improving Quality of Experience (QoE) of User Equipment (UE) in wireless multimedia services is a critical challenge. In this paper we study the joint design of high level dynamic video Quantization Parameter (QP) and the low level power control in QoE-driven downlink wireless multimedia services. Furthermore, we study QoE performance with new Non-Orthogonal Multiple Access (NOMA) schemes in the Base Station (BS) – UE multimedia downlink, and discuss the performance in comparison with conventional Orthogonal Multiple Access (OMA). We mathematically model UE’s QoE gain (also known as utility) by considering UE’s perceived data quality and the corresponding data cost. Then we show that there exists an optimal data consumption option for UE to achieve utility maximization based on different cost coefficients. In addition, the power allocation strategies and their associated constraints are investigated in both OMA and NOMA transmission schemes. Finally, through numerical simulations, we quantitatively analyze the impact of low level power allocation and high level QP control on UEs’ utility gain and the system throughput performance.","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123544234","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Demonstration of a 5G Multi-access Edge Cloud Enabled Smart Sorting Machine for Industry 4.0 面向工业4.0的5G多接入边缘云智能分拣机演示
2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651732
Alexander Kropp, Robert-Steve Schmoll, Giang T. Nguyen, F. Fitzek
{"title":"Demonstration of a 5G Multi-access Edge Cloud Enabled Smart Sorting Machine for Industry 4.0","authors":"Alexander Kropp, Robert-Steve Schmoll, Giang T. Nguyen, F. Fitzek","doi":"10.1109/CCNC.2019.8651732","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651732","url":null,"abstract":"This demonstrator, which is completely realized in software and hardware, shows the influence of latency in a very descriptive and interactive way with the example of a Mobile Edge Cloud or legacy cloud operated ball sorting machine. The demonstrator has every essential element that would be found in a real production machine or control loop. It consists of a sensor, a controller and several actuators. Through the Control and Monitoring Interface, the audience of the demo has a simple and self-explanatory way to interact with the demonstrator. In addition the advantages of Multi-access Edge Computing compared to legacy cloud computing and embedded computing are explained in the context of industry 4.0.","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123857705","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
CAA: CLAT Aware Affinity Scheduler for Next Generation Mobile Networks 下一代移动网络CLAT感知亲和调度器
2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) Pub Date : 2019-01-01 DOI: 10.1109/CCNC.2019.8651699
Chhaya Bharti, M. Kanagarathinam, S. Srivastava, Milim Lee, JaeKwang Han, Wangkeun Oh
{"title":"CAA: CLAT Aware Affinity Scheduler for Next Generation Mobile Networks","authors":"Chhaya Bharti, M. Kanagarathinam, S. Srivastava, Milim Lee, JaeKwang Han, Wangkeun Oh","doi":"10.1109/CCNC.2019.8651699","DOIUrl":"https://doi.org/10.1109/CCNC.2019.8651699","url":null,"abstract":"Exponential growth in the number of subscribers intrigued Mobile Network Operators(MNOs) to invest substantial efforts towards the faster transition to IPv6 address. The current solution deployed by leading MNOs uses Dual IP 464XLAT to achieve address translation. There has been significant research on the dual IP system. However, an important area of study which is not investigated in detail is the correlation of 464XLAT in the multi-core architecture. We investigate the effects of this architecture on bandwidth utilization of mobile Smartphones with emphasis on multi-core scheduling algorithm. In this paper, we propose a novel networking packet scheduling scheme called CAA - CLAT Aware Affinity Scheduler for Next Generation Mobile Networks. CAA classifies the packets according to the characteristics and efficiently schedules among the CPU cores at its best effort for improved throughput in Dual Stack Smartphones. We also propose CAA-LITE, a lightweight version where the affinity scheduling is static with minimal steps. To illustrate the effectiveness of our proposed method, we conducted simulations in our lab at Samsung R&D India Bangalore and live air experiments in Samsung Electronics, South Korea. Our live air experiments show that the CAA outperforms the legacy by improving the throughput of around 90% under various operational conditions consistently. Moreover, our power consumption test shows that the CAA improves the power by 22% compared to original approaches.","PeriodicalId":285899,"journal":{"name":"2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125364413","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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