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2021 8th NAFOSTED Conference on Information and Computer Science (NICS)最新文献

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Analysis of Multi-ray Propagation for DSRC Communication on Street with RISs on Sidewalls 带有侧壁RISs的街道DSRC通信多射线传播分析
2021 8th NAFOSTED Conference on Information and Computer Science (NICS) Pub Date : 2021-12-21 DOI: 10.1109/NICS54270.2021.9701493
Guilu Wu
{"title":"Analysis of Multi-ray Propagation for DSRC Communication on Street with RISs on Sidewalls","authors":"Guilu Wu","doi":"10.1109/NICS54270.2021.9701493","DOIUrl":"https://doi.org/10.1109/NICS54270.2021.9701493","url":null,"abstract":"Each element in the Reconfigurable Intelligent Sur-faces (RISs) can independently change the phase (or/and) amplitude of the incident signal, so the RISs can be used to enable users to better receive the signal transmitted by the transmitter. In this paper, a Multi-ray propagation model for RISs-assisted dedicated short-range communication (DSRC) system is presented and analyzed on street. The 3-D geometry and image techniques in ray tracing are combined to build the proposed model. This method could enhance the ray-tracing algorithm in RISs-assisted communication networks. In addition, the envelope strength of the received signal is analyzed and verified in our experiments by regulating phase of RISs in two cases. Different reflection times on transmitted signal wave bring different envelope strength of the received signal. The simulation results show that different reflection times and adjustment angles directly affect the received signal strength.","PeriodicalId":296963,"journal":{"name":"2021 8th NAFOSTED Conference on Information and Computer Science (NICS)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122895073","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
Vulnerabilities of Internet of Things, for Healthcare Devices and Applications 针对医疗设备和应用程序的物联网漏洞
2021 8th NAFOSTED Conference on Information and Computer Science (NICS) Pub Date : 2021-12-21 DOI: 10.1109/NICS54270.2021.9701497
Kyriaki Tsantikidou, N. Sklavos
{"title":"Vulnerabilities of Internet of Things, for Healthcare Devices and Applications","authors":"Kyriaki Tsantikidou, N. Sklavos","doi":"10.1109/NICS54270.2021.9701497","DOIUrl":"https://doi.org/10.1109/NICS54270.2021.9701497","url":null,"abstract":"As the Internet of Things (IoT) is progressively integrated into people’s life, the security aspect of Healthcare applications is drastically becoming a major concern for the research community. The IoT technology comes with many vulnerabilities, which can threaten the personal and public safety. Many new technologies are being introduced as solutions to IoT issues. Three of the most promising are Machine learning, Deep Learning and Blockchain. However, these solutions are not impeccable. In this paper, various IoT-based hardware implementations for security in Healthcare applications are demonstrated. Afterwards, the major vulnerabilities as well as threats and few common attacks of the utilized IoT components in Healthcare are discussed; that includes, the challenges and usual attack methods of the mentioned three security techniques (Machine learning, Deep Learning and Blockchain). Finally, efficient and flexible solutions for Healthcare, are presented.","PeriodicalId":296963,"journal":{"name":"2021 8th NAFOSTED Conference on Information and Computer Science (NICS)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121353778","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
Blockchain-Enabled Electronic Medical Record With Hyperledger Composer 使用Hyperledger Composer实现区块链支持的电子医疗记录
2021 8th NAFOSTED Conference on Information and Computer Science (NICS) Pub Date : 2021-12-21 DOI: 10.1109/NICS54270.2021.9701546
I Gusti Ayu Kusdiah Gemeliarana, Delphi Hanggoro, R. F. Sari, D. Romano
{"title":"Blockchain-Enabled Electronic Medical Record With Hyperledger Composer","authors":"I Gusti Ayu Kusdiah Gemeliarana, Delphi Hanggoro, R. F. Sari, D. Romano","doi":"10.1109/NICS54270.2021.9701546","DOIUrl":"https://doi.org/10.1109/NICS54270.2021.9701546","url":null,"abstract":"Medical records are files that contain records and documents about patients’ identities, examinations, treatments and actions, and other services while the patients are receiving health services. Medical records are personal data that can only be accessed by authorized personnel. Some problems occur, such as the difficulty in managing files for grouping patients’ medical record data based on specific categories such as the documentation year or patients’ biodata. A large storage area is needed to hold medical record data and the absence of backup data in data storage. Blockchain-based solutions help overcome this problem. Hyperledger Composer is an open and extensive development framework for blockchain systems. Hyperledger Composer allows us to quickly model business networks and integrate them into an application or system that we have created easy and save time. Hyperledger consists of 3 main files, model file, script file, and access control file, which have coding flexibility and are easier to understand. Hyperledger Composer uses the JavaScript language for coding and has a client library for node.js. In this study, we propose a medical record sharing model that combines blockchain with the Hyperledger Composer and conducts a performance evaluation of the implementation. The result shows the increase of transactions during testing in which the system could store data into blocks to record medical transactions.","PeriodicalId":296963,"journal":{"name":"2021 8th NAFOSTED Conference on Information and Computer Science (NICS)","volume":"93 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115154851","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
A modified FCN-based method for Left Ventricle endocardium and epicardium segmentation with new block modules 一种改进的基于fcn的左心室心内膜和心外膜分割方法
2021 8th NAFOSTED Conference on Information and Computer Science (NICS) Pub Date : 2021-12-21 DOI: 10.1109/NICS54270.2021.9701571
Do-Hai-Ninh Nham, Minh-Nhat Trinh, T. Tran, Van-Truong Pham, Thi-Thao Tran
{"title":"A modified FCN-based method for Left Ventricle endocardium and epicardium segmentation with new block modules","authors":"Do-Hai-Ninh Nham, Minh-Nhat Trinh, T. Tran, Van-Truong Pham, Thi-Thao Tran","doi":"10.1109/NICS54270.2021.9701571","DOIUrl":"https://doi.org/10.1109/NICS54270.2021.9701571","url":null,"abstract":"Cardiac segmentation of medical magnetic resonance images has been crucial nowadays owing to its necessity for cardiac problems diagnosis. In the increasing demand of advanced procedures for cardiac disease diagnosis and inspired by the structure of receptive field block; in this paper, we propose a new block module then further assembling into a deep fully convolutional neural network to deal with automated left ventricle segmentation. With only one learning stage, our proposed model is trained end-to-end, pixels-to-pixels and validated on two popular cardiac MRI benchmarks, ACDC and SunnyBrook datasets. Several experiments have proved that our new model architecture has a better performance than previous segmentation methods with enhanced feature discriminability and robustness, despite having much less training parameters.","PeriodicalId":296963,"journal":{"name":"2021 8th NAFOSTED Conference on Information and Computer Science (NICS)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131163270","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
A Random Access Protocol for Massive MIMO: The Adaptive ACB based Collision Resolution 大规模MIMO随机接入协议:基于自适应ACB的冲突解决
2021 8th NAFOSTED Conference on Information and Computer Science (NICS) Pub Date : 2021-12-21 DOI: 10.1109/NICS54270.2021.9701570
Ha Tran Huu, Duong Chu Huy, Vu Trinh Anh, Hung Gia Hoang, T. Vu
{"title":"A Random Access Protocol for Massive MIMO: The Adaptive ACB based Collision Resolution","authors":"Ha Tran Huu, Duong Chu Huy, Vu Trinh Anh, Hung Gia Hoang, T. Vu","doi":"10.1109/NICS54270.2021.9701570","DOIUrl":"https://doi.org/10.1109/NICS54270.2021.9701570","url":null,"abstract":"mMTC (massive Machine Type Communications) is one of the key components in beyond 5G networks for smart manufacturing and the Fourth Industrial Revolution. Due to the massive connectivity in mMTC, it is vital to have an efficient random access (RA) protocol. In the paper, we propose a new random access technique called the Adaptive ACB (A-ACB) to minimize collisions. We show that, in terms of successfully resolved probability, the proposed A-ACB always outperforms the ACBPC protocol while surpassing the SUCRe protocol when the number of collisions per preamble is large. In addition, the proposed protocol achieves better fairness than the SUCRe but less than the ACBPC. Finally, numerical results are provided to demonstrate the effectiveness of the proposed random access protocol.","PeriodicalId":296963,"journal":{"name":"2021 8th NAFOSTED Conference on Information and Computer Science (NICS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130058959","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
Image Encryption Through Lucas Sequence, S-Box and Chaos Theory 基于Lucas序列、S-Box和混沌理论的图像加密
2021 8th NAFOSTED Conference on Information and Computer Science (NICS) Pub Date : 2021-12-21 DOI: 10.1109/NICS54270.2021.9701533
Wassim Alexan, Mohamed ElBeltagy, Amr Aboshousha
{"title":"Image Encryption Through Lucas Sequence, S-Box and Chaos Theory","authors":"Wassim Alexan, Mohamed ElBeltagy, Amr Aboshousha","doi":"10.1109/NICS54270.2021.9701533","DOIUrl":"https://doi.org/10.1109/NICS54270.2021.9701533","url":null,"abstract":"The need for image encryption schemes that are of low computation complexity is ever increasing. Meanwhile, the use of chaotic functions and mathematical sequences to administer security has been shown to provide very good results in recent literature. This paper proposes a lightweight image encryption scheme that is based on 3 stages. The first stage incorporates the use of the Lucas sequence, the second stage incorporates the use of an S-box, while the third stage makes use of the Sin Logistic map. Performance evaluation of the proposed encryption scheme indicates great resistivity to various forms of attacks, attained at a low computation cost. This renders the proposed image encryption ideal for real-time applications. Furthermore, a comparison of the proposed scheme with the state-of-the-art indicates its superiority.","PeriodicalId":296963,"journal":{"name":"2021 8th NAFOSTED Conference on Information and Computer Science (NICS)","volume":"126 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134417271","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: 14
Detecting Drivers Falling Asleep Algorithm Based on Eye and Head States 基于眼睛和头部状态的驾驶员入睡检测算法
2021 8th NAFOSTED Conference on Information and Computer Science (NICS) Pub Date : 2021-12-21 DOI: 10.1109/NICS54270.2021.9701503
P. N. Huu, Trang Pham Thi Thu
{"title":"Detecting Drivers Falling Asleep Algorithm Based on Eye and Head States","authors":"P. N. Huu, Trang Pham Thi Thu","doi":"10.1109/NICS54270.2021.9701503","DOIUrl":"https://doi.org/10.1109/NICS54270.2021.9701503","url":null,"abstract":"In the paper, we present an algorithm for detecting driver drowsiness based on computer vision techniques. The algorithm will issue a warning signal when drivers are dozing based on the state of eyes closing as well as the tilt of the head with a camera used to observe their faces. The proposed method determines six landmarks of eyes to detect eye closure and binocular coordinates to calculate head tilt angle. The results show that the proposed algorithm achieves an accuracy of up to 95.25% with 16 frames per second. The results show that the algorithm is suitable for development in real applications.","PeriodicalId":296963,"journal":{"name":"2021 8th NAFOSTED Conference on Information and Computer Science (NICS)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134554385","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
Real-time Agriculture Field Monitoring Using IoT-based Sensors and Unmanned Aerial Vehicles 基于物联网传感器和无人机的实时农业现场监测
2021 8th NAFOSTED Conference on Information and Computer Science (NICS) Pub Date : 2021-12-21 DOI: 10.1109/NICS54270.2021.9701498
Cong Hoang Quach, Minh-Trien Pham, T. Nguyen, Manh Duong Phung
{"title":"Real-time Agriculture Field Monitoring Using IoT-based Sensors and Unmanned Aerial Vehicles","authors":"Cong Hoang Quach, Minh-Trien Pham, T. Nguyen, Manh Duong Phung","doi":"10.1109/NICS54270.2021.9701498","DOIUrl":"https://doi.org/10.1109/NICS54270.2021.9701498","url":null,"abstract":"This paper introduces a system to monitor agriculture fields in real time. It includes a sensor network for in situ data collection and an unmanned aerial vehicle (UAV)) system for remote sensing. The sensor network uses a number of sensor nodes to measure different parameters of the plants and environment such as temperature, humidity, and nitrogen composition. For data communication, the sensor network uses LoRa, a low-power wide-area network modulation technique, that allows receiving signals from sensor nodes at a distance of up to 450 m for a single receiver. The UAV includes visual and near infrared cameras to collect photos of the field. The data collection is carried out automatically via a path planning process that takes into account the overlapping ratio and resolution of the photos. The data collected is then handled by a cloud server that allows users to access in real time via a web-based application and an application on smartphones. A number of experiments have been conducted with the system being tested in several agricultural sites to evaluate its practical applicability.","PeriodicalId":296963,"journal":{"name":"2021 8th NAFOSTED Conference on Information and Computer Science (NICS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131280588","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
DR-Unet: Rethinking the ResUnet++ Architecture with Dual ResPath skip connection for Nuclei segmentation DR-Unet:对reunet ++体系结构的重新思考
2021 8th NAFOSTED Conference on Information and Computer Science (NICS) Pub Date : 2021-12-21 DOI: 10.1109/NICS54270.2021.9701508
Nhat-Minh Le, Dinh-Hung Le, Van-Truong Pham, Thi-Thao Tran
{"title":"DR-Unet: Rethinking the ResUnet++ Architecture with Dual ResPath skip connection for Nuclei segmentation","authors":"Nhat-Minh Le, Dinh-Hung Le, Van-Truong Pham, Thi-Thao Tran","doi":"10.1109/NICS54270.2021.9701508","DOIUrl":"https://doi.org/10.1109/NICS54270.2021.9701508","url":null,"abstract":"Nuclei segmentation is a crucial stage in the analysis of cell microscope pictures. By identifying nuclei, researchers may identify and characterize each cell in a sample. Some models used techniques based on encoder-decoder pairs, such as U-Net, Multi ResUnet, DoubleUnet, and ResUnet++, which have been implemented and deployed on the Data Science Bowl 2018 dataset and given excellent results. However, there is still a semantics gap between the features that directly connect from encoder to decoder in ResUnet++, and the extraction of information on many different regions is still limited. To improve the performance of ResUnet++ in this segmentation task, in this paper, we propose a new architecture that uses Double ResPath (DR), called Double respath Unet (DR-Unet). The DR-Unet architecture retains some advantages that made Resunet++ successful such as residual block associated with a squeeze and excitation block. Besides that, we also pass the encoder features through Respath, which can bridge the semantic gap instead of combining the encoder with the decoder feature straightforwardly. Moreover, we use Progressive Atrous Spatial Pyramidal Pooling, PASPP, to replace ASPP to capture contextual information more efficiently. Experimental results demonstrate that DR-Unet outperforms ResUnet, DoubleUnet, and other models in the benchmark.","PeriodicalId":296963,"journal":{"name":"2021 8th NAFOSTED Conference on Information and Computer Science (NICS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131287030","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
An Approach to Design a Multi-Protocol Gateway Device for Internet of Things System 物联网系统多协议网关设备的设计方法
2021 8th NAFOSTED Conference on Information and Computer Science (NICS) Pub Date : 2021-12-21 DOI: 10.1109/NICS54270.2021.9701562
T. Le, Hoang-Gia Vu, Hai D. Nguyen, The Son Vu
{"title":"An Approach to Design a Multi-Protocol Gateway Device for Internet of Things System","authors":"T. Le, Hoang-Gia Vu, Hai D. Nguyen, The Son Vu","doi":"10.1109/NICS54270.2021.9701562","DOIUrl":"https://doi.org/10.1109/NICS54270.2021.9701562","url":null,"abstract":"Due to the expansion of the Internet of Things (IoT) system in both the number of devices and the connection technologies, new extremely high criteria for data processing speed, bandwidth and security have been developed. One of the solutions to achieve those requirements is to use a device that integrates multiple communicating protocols (IoT gateway) at the edge of the IoT system. The paper introduces an approach to design this device based on an embedded computing platform that connects different protocols of ZigBee and LoRa sensor networks. The experimental results have proved the feasibility of the proposed method.","PeriodicalId":296963,"journal":{"name":"2021 8th NAFOSTED Conference on Information and Computer Science (NICS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134646295","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
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