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2022 27th Asia Pacific Conference on Communications (APCC)最新文献

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TFD-assisted Threshold–sensitive Stable Election Protocol for WSNs 基于tfd辅助的wsn阈值敏感稳定选举协议
2022 27th Asia Pacific Conference on Communications (APCC) Pub Date : 2022-10-19 DOI: 10.1109/APCC55198.2022.9943774
A. Chodorek, R. Chodorek
{"title":"TFD-assisted Threshold–sensitive Stable Election Protocol for WSNs","authors":"A. Chodorek, R. Chodorek","doi":"10.1109/APCC55198.2022.9943774","DOIUrl":"https://doi.org/10.1109/APCC55198.2022.9943774","url":null,"abstract":"Energy efficiency is important in the case of devices which has strictly limited energy resources, such as battery powered sensors. Cluster wireless sensor networks enable the sensors within the cluster to select the most appropriate node at a given moment for long-distance transmission (Cluster Head) and use it to communicate with the base station. This paper proposes the use of the Traffic Flow Description option for the IP protocol to improve the selection of Cluster Heads. The simulation results showed that the benefits of using TFD-assisted selection of Cluster Heads outweigh the costs of having to transmit additional signaling information using the TFD option.","PeriodicalId":403546,"journal":{"name":"2022 27th Asia Pacific Conference on Communications (APCC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126359111","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
Considerations about Schemes for Commercial/Defense Joint Operation of LEO Satellite Networks 关于低轨道卫星网络商业/国防联合运行方案的思考
2022 27th Asia Pacific Conference on Communications (APCC) Pub Date : 2022-10-19 DOI: 10.1109/APCC55198.2022.9943652
Seungyup Oh, Jin-Ki Kim, Choong-Ho Song
{"title":"Considerations about Schemes for Commercial/Defense Joint Operation of LEO Satellite Networks","authors":"Seungyup Oh, Jin-Ki Kim, Choong-Ho Song","doi":"10.1109/APCC55198.2022.9943652","DOIUrl":"https://doi.org/10.1109/APCC55198.2022.9943652","url":null,"abstract":"This paper examines how commercial-operated Low-Earth orbit satellite networks can be shared for military purposes. A few schemes are presented and the advantages/disadvantages of each scheme are analyzed.","PeriodicalId":403546,"journal":{"name":"2022 27th Asia Pacific Conference on Communications (APCC)","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127265228","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
Machine Learning Based Security for Smart Cities 基于机器学习的智慧城市安全
2022 27th Asia Pacific Conference on Communications (APCC) Pub Date : 2022-10-19 DOI: 10.1109/APCC55198.2022.9943712
G. Amaizu, Jae-Min Lee, Dong‐Seong Kim
{"title":"Machine Learning Based Security for Smart Cities","authors":"G. Amaizu, Jae-Min Lee, Dong‐Seong Kim","doi":"10.1109/APCC55198.2022.9943712","DOIUrl":"https://doi.org/10.1109/APCC55198.2022.9943712","url":null,"abstract":"The proliferation and wide usage of the Internet of Things (IoT) and related information and communication technologies (ICT) have led to the emergence of smart cities which comprises ubiquitous sensors, and heterogeneous network architectures. These cities are capable of relaying real-time information about the world which can then be used to improve the Qualify of Life (QoL). However, due to the unprecedented access to the city and personal data by smart city applications, there is an increase in both security and privacy threat. In this study, we propose a stacked generalization machine learning algorithm for the detection of cyberattacks in a smart city. The algorithm was tested using datasets from various smart city infrastructures. Simulation results show a high detection accuracy.","PeriodicalId":403546,"journal":{"name":"2022 27th Asia Pacific Conference on Communications (APCC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127286067","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
Evaluation of Resource Allocation Methods for Integrated Satellite-Terrestrial Systems 星地一体化系统资源分配方法评价
2022 27th Asia Pacific Conference on Communications (APCC) Pub Date : 2022-10-19 DOI: 10.1109/APCC55198.2022.9943619
Hyein Lee, Sooyoung Kim, D. Oh
{"title":"Evaluation of Resource Allocation Methods for Integrated Satellite-Terrestrial Systems","authors":"Hyein Lee, Sooyoung Kim, D. Oh","doi":"10.1109/APCC55198.2022.9943619","DOIUrl":"https://doi.org/10.1109/APCC55198.2022.9943619","url":null,"abstract":"In this paper, we evaluate resource allocation methods for an integrated satellite-terrestrial (IST) system. We propose a computationally efficient resource allocation method for an interference limited IST network, by considering that the objective function and the constraints of the conventional resource allocation method had a steep slope which hindered the optimal solution search. A new objective function is proposed to solve the problems of the conventional schemes. The simulation results evaluated using sequential quadratic programming reveal that the proposed resource allocation method provides improved allocation performance as well as computational efficiency, compared to the existing methods.","PeriodicalId":403546,"journal":{"name":"2022 27th Asia Pacific Conference on Communications (APCC)","volume":"52 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114028910","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 Learning-based Transceiver Design for Pilotless Communication over Fading Channel with one-bit ADC and Oversampling 基于深度学习的1位ADC和过采样衰落信道无人通信收发器设计
2022 27th Asia Pacific Conference on Communications (APCC) Pub Date : 2022-10-19 DOI: 10.1109/apcc55198.2022.9943615
Metasebia D. Gemeda, Minsig Han, A. T. Abebe, C. G. Kang
{"title":"Deep Learning-based Transceiver Design for Pilotless Communication over Fading Channel with one-bit ADC and Oversampling","authors":"Metasebia D. Gemeda, Minsig Han, A. T. Abebe, C. G. Kang","doi":"10.1109/apcc55198.2022.9943615","DOIUrl":"https://doi.org/10.1109/apcc55198.2022.9943615","url":null,"abstract":"With the aim of addressing power consumption issues for terahertz band wireless communication, this work presents a deep learning-based solution for transceiver design with 1-bit quantization and oversampling at the receiver, and Faster-than-Nyquist transmission over fading channel. Specifically, by implementing the transceiver using a convolutional autoencoder, our work allows higher-order modulation transmission over one-bit fading channel without pilots. Transfer learning from previously trained blocks over simple noisy channel is used to minimize the probability of bit error and outperforms the convolutional autoencoder at low oversampling rates. The biterror-rate gain offered at 20dB SNR by the transfer learning is seen to be as high as half of one order at low oversampling rates and to saturate as oversampling rate increases. Furthermore, by allowing explicit phase synchronization, the autoencoder-based transceiver with partial channel matching is able to approach unquantized performance with 4dB gap in Rayleigh fading environment.","PeriodicalId":403546,"journal":{"name":"2022 27th Asia Pacific Conference on Communications (APCC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121021294","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
DBM: Delay-sensitive Buffering Mechanism for DNN Offloading Services DBM: DNN卸载服务的延迟敏感缓冲机制
2022 27th Asia Pacific Conference on Communications (APCC) Pub Date : 2022-10-19 DOI: 10.1109/APCC55198.2022.9943625
Guoliang Gao, Liantao Wu, Yang Yang, Kai Li
{"title":"DBM: Delay-sensitive Buffering Mechanism for DNN Offloading Services","authors":"Guoliang Gao, Liantao Wu, Yang Yang, Kai Li","doi":"10.1109/APCC55198.2022.9943625","DOIUrl":"https://doi.org/10.1109/APCC55198.2022.9943625","url":null,"abstract":"DNN offloading has become an important supporting technology for edge intelligence. However, most of the existing works do not consider thread scheduling, which can achieve the parallelism of multiple threads in the practical distributed DNN inference system. To address this issue, we discuss the thread scheduling of the computing units participating in offloading in this paper, considering a single-core Central Processing Unit (CPU) and the Round Robin Scheduling (RRS). We deduce the relationship between the blocking of DNN inference-related threads and the Average Task Delay (ATD) and prove that an appropriate buffer setting can reduce blocking times. Theoretical analysis verifies that the buffering mechanism (DBM) can reduce the ATD significantly, and experimental results demonstrate that the DBM-improved DNN offloading can achieve a delay reduction of 14%-71%.","PeriodicalId":403546,"journal":{"name":"2022 27th Asia Pacific Conference on Communications (APCC)","volume":"188 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129209593","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
Crammer-Rao Lower Bound of Vehicular Position & Orientation using a Lens-based MIMO in the Cooperative Vehicle-to-Vehicle (V2V) Systems 车辆对车辆(V2V)合作系统中基于镜头的MIMO车辆位置和方向的Crammer-Rao下界
2022 27th Asia Pacific Conference on Communications (APCC) Pub Date : 2022-10-19 DOI: 10.1109/APCC55198.2022.9943742
Joohyun Jo, Dong Ku Kim
{"title":"Crammer-Rao Lower Bound of Vehicular Position & Orientation using a Lens-based MIMO in the Cooperative Vehicle-to-Vehicle (V2V) Systems","authors":"Joohyun Jo, Dong Ku Kim","doi":"10.1109/APCC55198.2022.9943742","DOIUrl":"https://doi.org/10.1109/APCC55198.2022.9943742","url":null,"abstract":"We derive theoretical limits of estimation on the position and orientation of vehicles equipped with lens based arrays in cooperative Vehicle to Vehicle (V2V) scenario. Then, we analyze and compare its performance with conventional linear array. We determine a received signal of a lens-embedded antenna array and V2V geometric model, with which we next derive the Cramér-Rao lower bound (CRLB) on position and orientation estimation. We verify that a lens-based multiple-input multiple-output (MIMO) outperforms a conventional uniform linear array (ULA) in a certain constraint of a lens’s structure.","PeriodicalId":403546,"journal":{"name":"2022 27th Asia Pacific Conference on Communications (APCC)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131292977","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
Applying A Spatial Information Approach and Community-based Sourcing for Smart Container Allocation in the Post-Pandemic Era 大流行后时代空间信息方法与社区资源在集装箱智能分配中的应用
2022 27th Asia Pacific Conference on Communications (APCC) Pub Date : 2022-10-19 DOI: 10.1109/APCC55198.2022.9943661
Wantana Sisomboon, Thanchanok Chomputong, Thatsanee Charoenporn, Athita Onuean
{"title":"Applying A Spatial Information Approach and Community-based Sourcing for Smart Container Allocation in the Post-Pandemic Era","authors":"Wantana Sisomboon, Thanchanok Chomputong, Thatsanee Charoenporn, Athita Onuean","doi":"10.1109/APCC55198.2022.9943661","DOIUrl":"https://doi.org/10.1109/APCC55198.2022.9943661","url":null,"abstract":"The COVID-19 pandemic has globally changed ways of living. People have had to accept and adapt to a \"new normal\", with lockdowns, working from home, using masks, and ATK. As a result, plastic and infectious waste production have drastically increased, which requires prompt and proper ways of management. In this paper, we apply spatial Information Technology and a community-based sourcing method to establish a framework and a web application for visualizing the positions of all types of waste containers in Saensuk, a tourist town. The study aims to optimize the allocation coverage of infectious waste containers and pickup routes. The experiment shows that 19 current infection waste containers cover only 27.69% of all area. The recommended number is 15 infection waste containers in a specified area which represents 68.73% of coverage.","PeriodicalId":403546,"journal":{"name":"2022 27th Asia Pacific Conference on Communications (APCC)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127707104","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
Visible Trajectory of LEO Satellite Networks 低轨道卫星网络的可见轨迹
2022 27th Asia Pacific Conference on Communications (APCC) Pub Date : 2022-10-19 DOI: 10.1109/APCC55198.2022.9943788
Junse Lee, J. Ryu
{"title":"Visible Trajectory of LEO Satellite Networks","authors":"Junse Lee, J. Ryu","doi":"10.1109/APCC55198.2022.9943788","DOIUrl":"https://doi.org/10.1109/APCC55198.2022.9943788","url":null,"abstract":"This paper proposes a new systematic analysis framework for the LEO satellite networks by focusing on the orbit geometry. By modeling LEO satellite orbits as a Poisson line process, we characterize the distribution of the total length of the visible orbit region observed by the typical user.","PeriodicalId":403546,"journal":{"name":"2022 27th Asia Pacific Conference on Communications (APCC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128842284","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
Towards Lightweight Intrusion Identification in SDN-based Industrial Cyber-Physical Systems 基于sdn的工业信息物理系统中轻量级入侵识别的研究
2022 27th Asia Pacific Conference on Communications (APCC) Pub Date : 2022-10-19 DOI: 10.1109/APCC55198.2022.9943641
Ahmad Zainudin, Rubina Akter, Dong‐Seong Kim, Jae-Min Lee
{"title":"Towards Lightweight Intrusion Identification in SDN-based Industrial Cyber-Physical Systems","authors":"Ahmad Zainudin, Rubina Akter, Dong‐Seong Kim, Jae-Min Lee","doi":"10.1109/APCC55198.2022.9943641","DOIUrl":"https://doi.org/10.1109/APCC55198.2022.9943641","url":null,"abstract":"Software-defined networks (SDN)-based industrial cyber-physical systems (CPS) enable customizing development opportunities with integrated network interconnection to perform monitoring, measurement, control system, and security tasks. The extensive connectivity and the vast amount of data exchange in the SDN-based industrial CPS environment make it vulnerable to cyberattacks. Furthermore, an SDN controller is a single attractive target for an attack. It is challenging when the SDN controller manages DL-based high-complexity intrusion detection in an IIoT network with low latency requirements to identify and prevent attacks. This study proposes a lightweight intrusion detection model in an SDN-based industrial CPS environment. The proposed model was evaluated using a recent publicly SDN-related cyber-security InSDN dataset. The experimental results show that the proposed model outperforms the state-of-the-art by achieving 98.95% accuracy, 99.00% precision, 98.91% recall, and a 0.164 ms time cost when using the LightGBM feature selection technique.","PeriodicalId":403546,"journal":{"name":"2022 27th Asia Pacific Conference on Communications (APCC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115456838","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: 3
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