2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)最新文献_第6页

On the Performance of the IRS-Aided Communication Systems With Analog Mismatches 模拟失配时irs辅助通信系统的性能研究

2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) Pub Date : 2021-09-13 DOI: 10.1109/pimrc50174.2021.9569591

Liyuan Wen, Kangqi Han, Kai Kang, H. Qian

引用次数: 0

Performance Evaluation of Dynamic Computation Offloading Capability for Industrial Wearables 工业可穿戴设备动态计算卸载能力性能评价

2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) Pub Date : 2021-09-13 DOI: 10.1109/PIMRC50174.2021.9569484

Asad Ali, O. Galinina, Jiri Hosek, S. Andreev

引用次数: 1

Exploiting Joint-Cache-Channel Coding for Decentralized Coded Caching With Heterogeneous Link Rates and Cache Sizes 利用联合缓存通道编码实现异构链路速率和缓存大小的分散编码缓存

2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) Pub Date : 2021-09-13 DOI: 10.1109/PIMRC50174.2021.9569686

Aimin Tang, Yao Liu, Xudong Wang

{"title":"Exploiting Joint-Cache-Channel Coding for Decentralized Coded Caching With Heterogeneous Link Rates and Cache Sizes","authors":"Aimin Tang, Yao Liu, Xudong Wang","doi":"10.1109/PIMRC50174.2021.9569686","DOIUrl":"https://doi.org/10.1109/PIMRC50174.2021.9569686","url":null,"abstract":"Coded caching can achieve significant caching gain by leveraging coded multicast for content delivery, which attracts great attentions in recent years. However, the coded multicast delivery design for decentralized coded caching with heterogeneous cache sizes and link rates is still an open problem. To this end, joint-cache-channel (JCC) coding is exploited in this paper. More specifically, a novel coded multicast delivery scheme that explores JCC coding is developed for the practical case with a finite number of packets per file. Instead of directly constructing the conflict graph at each packet level in existing studies, a packet-merging mechanism and a color-merging mechanism are developed to achieve the conflict graph in packet cluster level for coded multicast delivery so as to harvest the performance gain of JCC coding. The information-theoretic analysis of the transmission time via JCC coding is further conducted in the asymptotic regime when the number of packets per file approaches infinity, which provides the theoretical coded caching gain by JCC coding. Simulation results further show that compared to the existing method, the transmission time can be effectively reduced by our proposed scheme.","PeriodicalId":283606,"journal":{"name":"2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","volume":"134 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116349598","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

Deep Reinforcement Learning-Based Beam Training for Spatially Consistent Millimeter Wave Channels 基于深度强化学习的空间一致毫米波信道波束训练

2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) Pub Date : 2021-09-13 DOI: 10.1109/PIMRC50174.2021.9569732

Narengerile Narengerile, J. Thompson, P. Patras, T. Ratnarajah

引用次数: 3

A Low-Complexity High-Rate Spatial Multiplexing Aided Generalized Spatial Modulation Scheme 一种低复杂度、高速率空间复用辅助广义空间调制方案

2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) Pub Date : 2021-09-13 DOI: 10.1109/pimrc50174.2021.9569494

Yen-ming Chen, Kuo-Chun Lin, Yao-Hsien Peng, A. Balaji, Chih-Peng Li

引用次数: 0

UAV Deployment for Throughput Maximization in a UAV-Assisted Cellular Communications 无人机辅助蜂窝通信中吞吐量最大化的无人机部署

2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) Pub Date : 2021-09-13 DOI: 10.1109/PIMRC50174.2021.9569533

Nishant Gupta, S. Agarwal, Deepak Mishra

引用次数: 7

Memetic Algorithm Based on Community Detection for Energy-Efficient Service Migration Optimization in 5G Mobile Edge Computing 基于社区检测的模因算法在5G移动边缘计算中节能业务迁移优化

2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) Pub Date : 2021-09-13 DOI: 10.1109/PIMRC50174.2021.9569577

Guo Li, Ling Liu, Zhengping Liang, Xiaoliang Ma, Zexuan Zhu

{"title":"Memetic Algorithm Based on Community Detection for Energy-Efficient Service Migration Optimization in 5G Mobile Edge Computing","authors":"Guo Li, Ling Liu, Zhengping Liang, Xiaoliang Ma, Zexuan Zhu","doi":"10.1109/PIMRC50174.2021.9569577","DOIUrl":"https://doi.org/10.1109/PIMRC50174.2021.9569577","url":null,"abstract":"Mobile edge computing (MEC) can supplement cloud computing by helping to overcome the limitations of long physical transmission distances and accelerating the responsiveness of edge computing servers. In 5G (fifth generation) cellular networks, adopting MEC can guarantee ultralow latency. To enhance the MEC quality, optimization of the user service profile migration according to the user mobility is essential. However, this optimization establishes an NP-hard problem. Moreover, high-speed 5G base stations with MEC servers often experience high energy consumption. As conventional service migration algorithms such as those based on profile tracking and game theory tend to fall in local optima and neglect energy consumption constraints, we propose a memetic algorithm based on community detection local search (MA-CDLS) to continuously optimize the service migration in 5G MEC scenarios. During busy periods or in crowded areas, MA-CDLS adopts a single-objective optimization of user-perceived latency to achieve high-performance 5G services. During light-load periods or in uncrowded areas, MA-CDLS uses two measures, namely the user-perceived latency and energy consumption, to realize energy-efficient 5G services. MA-CDLS effectively reduces the search space and speeds up the elite selection in the meme operator. Experiments in simulated scenarios show that MA-CDLS achieves a lower user-perceived latency and energy consumption, than the traditional profile tracking and game theory methods, especially during congestion.","PeriodicalId":283606,"journal":{"name":"2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124941419","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

UE Power Saving Techniques for Extended Reality (XR) Services in 5G NR Systems 5G NR系统中扩展现实(XR)业务的终端节能技术

2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) Pub Date : 2021-09-13 DOI: 10.1109/PIMRC50174.2021.9569722

Yuchul Kim, Hwanjoon Kwon, Olufunmilola Awoniyi-Oteri, P. Hande, J. Sundararajan, Y. Tokgoz, T. Luo, K. Mukkavilli, T. Ji

引用次数: 3

Reinforcement Learning Based Green Rate-Constrained UAV Trajectory and User Association Design for IoT Networks 基于强化学习的绿率约束无人机轨迹与物联网网络用户关联设计

2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) Pub Date : 2021-09-13 DOI: 10.1109/pimrc50174.2021.9569434

Abhishek N. Mondal, G. Prasad, Deepak Mishra, A. Hossain

{"title":"Reinforcement Learning Based Green Rate-Constrained UAV Trajectory and User Association Design for IoT Networks","authors":"Abhishek N. Mondal, G. Prasad, Deepak Mishra, A. Hossain","doi":"10.1109/pimrc50174.2021.9569434","DOIUrl":"https://doi.org/10.1109/pimrc50174.2021.9569434","url":null,"abstract":"In this paper, we have proposed an energy-efficient unmanned aerial vehicle (UAV) assisted Internet of things (IoT) network where a low altitude UAV is employed as a mobile data collector. We develop a novel optimization framework that minimizes the total energy consumption of all devices by jointly optimizing the UAV’s trajectory, device association and respective transmit power allocation at every time slot while ensuring that every device should achieve a given transmission rate constraint. As this joint optimization problem is nonconvex and combinatorial, we adopt reinforcement learning (RL) based solution methodology that effectively decouples it into three individual optimization problems. The formulated problem is transformed as a Markov decision process (MDP) where UAV learns its trajectory according to its current state and corresponding action aiming to maximize the reward under the current policy. Finally, we conceive state-action-reward-state-action (SARSA), a low complexity iterative algorithm for updating the current policy in the case of randomly deployed IoT devices which achieves good computational complexity-optimality tradeoff via numerical results. We find that the proposed methodology reduces the total energy consumption of all devices by 9.23%, 14.06%, and 15.87% in the case of 80, 100, and 120 available time slots of UAV respectively.","PeriodicalId":283606,"journal":{"name":"2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122631254","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

Rogue Access Point Detection by Using ARP Failure under the MAC Address Duplication MAC地址复制下ARP失效检测非法接入点

2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) Pub Date : 2021-09-13 DOI: 10.1109/PIMRC50174.2021.9569473

Kosuke Igarashi, Hiroya Kato, I. Sasase

{"title":"Rogue Access Point Detection by Using ARP Failure under the MAC Address Duplication","authors":"Kosuke Igarashi, Hiroya Kato, I. Sasase","doi":"10.1109/PIMRC50174.2021.9569473","DOIUrl":"https://doi.org/10.1109/PIMRC50174.2021.9569473","url":null,"abstract":"Detecting a Rogue Access Point (RAP) in Wi-Fi network is imperative. The previous scheme is user side detection focusing on two channels used by a RAP. That scheme can detect a RAP in stable traffic environment by revealing the channel used with a Legitimate Access Point (LAP) with intentional interference. However, the detection performance is degraded in the real environment where traffic is more unstable because it affects the traffic on the channel. Thus, it is necessary to design the scheme which is independent of such factors. In this paper, we propose RAP detection by using Address Resolution Protocol (ARP) failure under the Media Access Control (MAC) address duplication. Our main idea is that the traffic is relayed via a RAP and a LAP on the LAN path between a client and a gateway under the attack. This is because the RAP must be established between a client and a LAP to provide Internet connection. On the basis of this idea, the proposed scheme reveals that the Access Point (AP) with which a client connects is a RAP by discovering the MAC address of a LAP on the path. In order to find the MAC address, we leverage the phenomenon that a client cannot receive ARP reply packets in the situation where its MAC address and that of a AP are duplicated on the path. By doing this, the presence of a LAP is revealed, which can judge that the connected AP is a RAP. In our evaluation, the proposed scheme achieves accuracy of 96.5% even in unstable traffic environment. True positive rate and false positive rate are 31.0% higher and 9.0% lower than the previous scheme. Furthermore, the proposed scheme can detect RAPs accurately in real environment where the previous scheme cannot.","PeriodicalId":283606,"journal":{"name":"2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130277740","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