2021 IEEE International Conference on Communications Workshops (ICC Workshops)最新文献_第6页

Interference Analysis in Multi-Numerology OFDM Systems: A Continuous-Time Approach 多数字OFDM系统的干扰分析:一种连续时间方法

2021 IEEE International Conference on Communications Workshops (ICC Workshops) Pub Date : 2021-06-01 DOI: 10.1109/ICCWorkshops50388.2021.9473482

J. Mao, Arman Farhang, Lei Zhang, Zheng Chu, P. Xiao, Sai Gu

{"title":"Interference Analysis in Multi-Numerology OFDM Systems: A Continuous-Time Approach","authors":"J. Mao, Arman Farhang, Lei Zhang, Zheng Chu, P. Xiao, Sai Gu","doi":"10.1109/ICCWorkshops50388.2021.9473482","DOIUrl":"https://doi.org/10.1109/ICCWorkshops50388.2021.9473482","url":null,"abstract":"Multi-numerology multi-carrier (MN-MC) techniques are considered as essential enablers for RAN slicing in fifth-generation (5G) communication systems and beyond. However, utilization of mixed numerologies breaks the orthogonality principle defined for single-numerology orthogonal frequency division multiplexing (SN-OFDM) systems with a unified subcarrier spacing. This leads to interference between different numerologies, i.e., inter-numerology interference (INI). This paper develops metrics to quantify the level of the INI using a continuous-time approach. The derived analytical expressions of INI in terms of mean square error (MSE) and error vector magnitude (EVM) directly reveal the main contributing factors to INI, which can not be shown explicitly in a matrix form INI based on discrete-time calculations. Moreover, the study of power offset between different numerologies shows a significant impact on INI, especially for high order modulation schemes. The finding in this paper provides analytical guidance in designing multi-numerology (MN) systems, for instance, developing resource allocation schemes and interference mitigation techniques.","PeriodicalId":127186,"journal":{"name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132585282","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

Deterministic Video Streaming with Deep Learning Enabled Base Station Intervention for Stable Remote Driving System 基于深度学习的确定性视频流基站干预稳定远程驾驶系统

2021 IEEE International Conference on Communications Workshops (ICC Workshops) Pub Date : 2021-06-01 DOI: 10.1109/ICCWorkshops50388.2021.9473522

Kohei Kato, Katsuya Suto, Koya Sato

{"title":"Deterministic Video Streaming with Deep Learning Enabled Base Station Intervention for Stable Remote Driving System","authors":"Kohei Kato, Katsuya Suto, Koya Sato","doi":"10.1109/ICCWorkshops50388.2021.9473522","DOIUrl":"https://doi.org/10.1109/ICCWorkshops50388.2021.9473522","url":null,"abstract":"A remote driving system (RDS) via wireless net- works is a promising solution to guarantee the safety of autonomous vehicles. In the system, a remote operator controls vehicles while watching video frames transmitted from the controlled vehicles. The conventional video streaming method decides the video resolution using the statistical quality of services (QoS) to guarantee the delay constraints; however, it may yield a long delay in best-effort wireless networks if the quality of the wireless channel suddenly changes. To cope with the issue, we propose a deterministic networking approach. A base station (BS) predicts a future QoS using a radio map and driving route of vehicles to decides the adequate video resolution that satisfies the delay constraints of RDS. BS also has a super-resolution (SR) function to enhance the quality of experience (QoE) in video streaming. Thanks to the proposed QoS prediction and video frame resolution decision, BS can use the adequate SR model for each video frame, further enhancing QoE. Using the measurement datasets of radio access networks, we confirm that the proposed RDS can provide high-quality video streaming while satisfying the delay constraints in any time-series wireless channel situations.","PeriodicalId":127186,"journal":{"name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132822537","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

Higher-Order Spatial Modes in Turbulence: Alternatives to Orbital Angular Momentum 湍流中的高阶空间模式:轨道角动量的替代品

2021 IEEE International Conference on Communications Workshops (ICC Workshops) Pub Date : 2021-06-01 DOI: 10.1109/ICCWorkshops50388.2021.9473576

M. Cox, Abderrahmen Trichili, B. Ooi, Mohamed-Slim Alouini

引用次数: 2

Mobile Application Encryption Traffic Classification Based On TLS Flow Sequence Network 基于TLS流序列网络的移动应用加密流量分类

2021 IEEE International Conference on Communications Workshops (ICC Workshops) Pub Date : 2021-06-01 DOI: 10.1109/ICCWorkshops50388.2021.9473738

Hua Wu, Lu Wang, Guang Cheng, Xiaoyan Hu

{"title":"Mobile Application Encryption Traffic Classification Based On TLS Flow Sequence Network","authors":"Hua Wu, Lu Wang, Guang Cheng, Xiaoyan Hu","doi":"10.1109/ICCWorkshops50388.2021.9473738","DOIUrl":"https://doi.org/10.1109/ICCWorkshops50388.2021.9473738","url":null,"abstract":"Traffic classification can detect the source of traffic and can be used for network management and network security. Methods based on manually extracting features and using machine learning have become mainstream. These methods have poor results in classifying applications that use standard web services, which can cause ambiguities in application classification. In this paper, we propose the TLS Flow Sequence Network (TFSN), which can automatically learn representative features from the original TLS flow sequence and complete the classification. In addition, we also used the attention mechanism to reinforce the learned features. Compared with other similar researches, we can further identify the web services corresponding to encrypted flows in detail, and are no longer limited to application classification. We conducted experiments on the real network traffic dataset of 11 types of Google applications and 9 types of Apple applications that contain the same standard web services. It shows that TFSN has excellent performance, and the accuracy of web service recognition is more than 98%.","PeriodicalId":127186,"journal":{"name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","volume":"38 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134513394","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

Channel Modeling and Analysis of Reconfigurable Intelligent Surfaces Assisted Vehicular Networks 可重构智能表面辅助车辆网络的通道建模与分析

2021 IEEE International Conference on Communications Workshops (ICC Workshops) Pub Date : 2021-06-01 DOI: 10.1109/ICCWorkshops50388.2021.9473681

L. Kong, Jiguang He, Y. Ai, S. Chatzinotas, B. Ottersten

{"title":"Channel Modeling and Analysis of Reconfigurable Intelligent Surfaces Assisted Vehicular Networks","authors":"L. Kong, Jiguang He, Y. Ai, S. Chatzinotas, B. Ottersten","doi":"10.1109/ICCWorkshops50388.2021.9473681","DOIUrl":"https://doi.org/10.1109/ICCWorkshops50388.2021.9473681","url":null,"abstract":"The new concept named reconfigurable intelligent surfaces (RIS) is becoming an appealing enabler due to its uniqueness with having low hardware complexity and low power consumption advantages simultaneously. In this paper, an RIS-aided vehicular Adhoc network (VANET) is considered, where the beacon vehicle is enabled with a passive RIS, the communication links between the beacon vehicle and client vehicle caused due to the multipath fading effects, are modeled with Fox’s H-function distribution. This paper first models the inter-vehicle links for the given system setup and then investigates the outage probability and effective rate as performance metrics. More specifically, the unsupervised expectation-maximization (EM) algorithm is consequently used to characterize the distribution of the received signal-to-noise ratio (SNR) at the client vehicle, which is modeled as the mixture of Gaussian (MoG) distribution. The accuracy of our approach is further validated with the Kolmogorov-Smirnov (KS) goodness of fit test. The MoG-based approach successfully tackles the RIS-enabled inter-vehicle communication with an easy, accurate, and tractable solution compared to the widely used central limit theorem (CLT) method. It leads to the closed-form outage probability and effective rate expressions.","PeriodicalId":127186,"journal":{"name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134395849","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: 12

Impact and Analysis of Spatial Correlation on Slotted Based MAC in UANs 空间相关性对广域网中基于插槽的MAC的影响及分析

2021 IEEE International Conference on Communications Workshops (ICC Workshops) Pub Date : 2021-06-01 DOI: 10.1109/ICCWorkshops50388.2021.9473789

Yan Wang, Fei Ji, Q. Guan

{"title":"Impact and Analysis of Spatial Correlation on Slotted Based MAC in UANs","authors":"Yan Wang, Fei Ji, Q. Guan","doi":"10.1109/ICCWorkshops50388.2021.9473789","DOIUrl":"https://doi.org/10.1109/ICCWorkshops50388.2021.9473789","url":null,"abstract":"The propagation delay is non-negligible in underwater acoustic networks (UANs) since the propagation speed is five orders of magnitude smaller than the speed of light. In this case, space and time factors are strongly coupled to determine the arrival time of a received packet, since the propagation delay depends on the spatial distribution of nodes in the network. Slotted based medium access control allows only packet sending at the beginning of a slot, which removes the time uncertainty to some extent and decouples space and time factors. More importantly, simultaneous transmissions are potential to be successful in UANs due to the difference of inter-node propagation delay. Thus, the slotted MAC is a promising approach to exploit the long propagation delay in UANs. However, different from terrestrial radio networks, packets sent at different slots may also collide at a receiver due to the long propagation delay, which is called inter-slot collisions. A guard time should be used to extend the length of the time slot, in order to remove inter-slot collisions. Considering that a long slot length may degrade the channel utilization, this paper tries to study the collisions with respect to the slot length in UANs. We find that the packet collision is highly determined by the maximal inter-node distance difference. We then derive the closed-form expression for the probability of successful transmissions in uniformly distributed network. The simulation results by NS3 verify the the trade-off between collision and channel utilization, and there exists an optimal slot length to maximize network throughput.","PeriodicalId":127186,"journal":{"name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133219167","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

Resource Allocation for IRS-Assisted Sensing-Enhanced Wideband CR Networks irs辅助感知增强宽带CR网络的资源分配

2021 IEEE International Conference on Communications Workshops (ICC Workshops) Pub Date : 2021-06-01 DOI: 10.1109/ICCWorkshops50388.2021.9473640

Yuhang Wu, Fuhui Zhou, Qi-hui Wu, Yang Huang, R. Hu

引用次数: 10

Edge-enabled Secure Healthcare System 启用边缘的安全医疗保健系统

2021 IEEE International Conference on Communications Workshops (ICC Workshops) Pub Date : 2021-06-01 DOI: 10.1109/ICCWorkshops50388.2021.9473782

Deepti Saraswat, M. Das

引用次数: 1

Energy Management Strategy based on Deep Q-network in the Solar-powered UAV Communications System 基于深q网络的太阳能无人机通信系统能量管理策略

2021 IEEE International Conference on Communications Workshops (ICC Workshops) Pub Date : 2021-06-01 DOI: 10.1109/ICCWorkshops50388.2021.9473509

Jiayi Cong, Bin Li, Xianzhen Guo, Ruonan Zhang

{"title":"Energy Management Strategy based on Deep Q-network in the Solar-powered UAV Communications System","authors":"Jiayi Cong, Bin Li, Xianzhen Guo, Ruonan Zhang","doi":"10.1109/ICCWorkshops50388.2021.9473509","DOIUrl":"https://doi.org/10.1109/ICCWorkshops50388.2021.9473509","url":null,"abstract":"In this paper, we consider a general UAV-enabled wireless communication system where a solar-powered UAV is deployed to provide continuous communication services for the ground users (GUs). To get better aerodynamic effect and longer maintaining-flight time, the fixed-wing UAV with thin-film solar cells is adopted for the ground coverage. We first divide the energy component of solar-powered UAV as the aerodynamic energy consumption, communication energy consumption and solar energy harvesting from solar cells. Then, we provide the communication capacity of the GUs in our UAV communication system. In order to obtain better throughput capacity under the precondition of continuous flight, we maximize the capacity by jointly optimizing all of the energy components of UAV and three-dimensional (3-D) flight trajectory. To solve the optimization problem, we employ deep Q-Network (DQN) to simplify the decision-making processes and improve the computational efficiency. Furthermore, we compared different retained energy and intensity variations to explore the performance of communications system. The numerical results show that the DQN algorithm can receive great reward in both maintaining-flight time and the capacity.","PeriodicalId":127186,"journal":{"name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115467701","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: 6

Energy-Efficiency Framework for Fixed-Wing UAV Communications With Variable Altitude 可变高度固定翼无人机通信节能框架

2021 IEEE International Conference on Communications Workshops (ICC Workshops) Pub Date : 2021-06-01 DOI: 10.1109/ICCWorkshops50388.2021.9473819

Jared Miller, S. Uludag

引用次数: 1