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Software Tool for Parallel Generation of Cryptographic Keys Based on Elliptic Curves 基于椭圆曲线的密码密钥并行生成软件工具
2022 30th Telecommunications Forum (TELFOR) Pub Date : 2022-11-15 DOI: 10.1109/TELFOR56187.2022.9983729
Marko Lisičić, M. Mišić
{"title":"Software Tool for Parallel Generation of Cryptographic Keys Based on Elliptic Curves","authors":"Marko Lisičić, M. Mišić","doi":"10.1109/TELFOR56187.2022.9983729","DOIUrl":"https://doi.org/10.1109/TELFOR56187.2022.9983729","url":null,"abstract":"Public key cryptography plays an important role in secure communications over insecure channels. Elliptic curve cryptography, as a variant of public key cryptography, has been extensively used in the last decades for such purposes. In this paper, we present a software tool for parallel generation of cryptographic keys based on elliptic curves. Binary method for point multiplication and C++ threads were used in parallel implementation, while secp256k1 elliptic curve was used for testing. Obtained results show speedup of 30% over the sequential solution for 8 threads. The results are briefly discussed in the paper.","PeriodicalId":277553,"journal":{"name":"2022 30th Telecommunications Forum (TELFOR)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130146685","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
Projektovanje sistema za skeletizaciju slika zasnovanog na Zhang-Suen algoritmu
2022 30th Telecommunications Forum (TELFOR) Pub Date : 2022-11-15 DOI: 10.1109/TELFOR56187.2022.9983743
Jana Janković
{"title":"Projektovanje sistema za skeletizaciju slika zasnovanog na Zhang-Suen algoritmu","authors":"Jana Janković","doi":"10.1109/TELFOR56187.2022.9983743","DOIUrl":"https://doi.org/10.1109/TELFOR56187.2022.9983743","url":null,"abstract":"U radu je dat prikaz postupka projektovanja sistema koji ima za cilj da hardverski ubrza izvršavanje algoritma za skeletizaciju slike. Zbog načina obrade koju koriste paralelni algoritmi, pogodne za realizaciju u hardveru, za realizaciju ovog projekta koristi se Zhang-Suen algoritam, jedan od najpoznatijih paralelnih algoritama. Projektovanje je prvo urađeno na sistemskom nivou pomoću ESL metodologije, čime je sistem particionisan na softverske i hardverske blokove. Hardverski blok je zatim projektovan pomoću RT metodologije i implementirani blok je ugrađen u sistem.","PeriodicalId":277553,"journal":{"name":"2022 30th Telecommunications Forum (TELFOR)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132948568","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
Proposing a New Wireless Air Monitoring System to Replace the Current Nuclear Infrastructure-Whitehaven, UK 提议一种新的无线空气监测系统来取代现有的核基础设施——英国怀特黑文
2022 30th Telecommunications Forum (TELFOR) Pub Date : 2022-11-15 DOI: 10.1109/TELFOR56187.2022.9983763
Aisling Mattinson, M. Mehdawi, Paul Fairclough, Anuar Fana, A. Abobghala
{"title":"Proposing a New Wireless Air Monitoring System to Replace the Current Nuclear Infrastructure-Whitehaven, UK","authors":"Aisling Mattinson, M. Mehdawi, Paul Fairclough, Anuar Fana, A. Abobghala","doi":"10.1109/TELFOR56187.2022.9983763","DOIUrl":"https://doi.org/10.1109/TELFOR56187.2022.9983763","url":null,"abstract":"Despite the huge potential opportunities provided by a nuclear power station, residents nearby have concerns regarding the radiation generated. To provide reassurance that any airborne radiation is within safe levels, a new Wireless Air Monitoring System for monitoring the material’s radioactivity in real-time has been proposed. The goal is to improve safety by downloading readings instantaneously and as a result, avoid potential events caused by possible signal latency. The current system and associated communication techniques are outdated as equipment is expensive, fixed, and most importantly, employ a method which could result in delay. Signal delays for these systems could be fatal in the case of an unlikely event occurring at a nuclear site. This paper proposes an air pollution monitoring system, based on the technology of using a low-cost, sensor node which automatically uploads data to the Internet of Things (IoT). This proposes that the designed node will replace the nuclear air monitoring system which is currently employed at various sites and surrounding areas. The measurements discussed herewith, provide evidence of the utility of using the inexpensive IoT Nano and illustrate its effectiveness for detection of the percentage of radioactivity.","PeriodicalId":277553,"journal":{"name":"2022 30th Telecommunications Forum (TELFOR)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130222596","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
Autonomous Demand Response Control using Heat Pumps in Residential and Commercial Buildings 住宅和商业建筑中使用热泵的自主需求响应控制
2022 30th Telecommunications Forum (TELFOR) Pub Date : 2022-11-15 DOI: 10.1109/TELFOR56187.2022.9983741
Dayanne Peretti Correa, Maro Jelić, Dea Pujić, S. Yousefi, M. Keane, Nikola M. Tomasevic
{"title":"Autonomous Demand Response Control using Heat Pumps in Residential and Commercial Buildings","authors":"Dayanne Peretti Correa, Maro Jelić, Dea Pujić, S. Yousefi, M. Keane, Nikola M. Tomasevic","doi":"10.1109/TELFOR56187.2022.9983741","DOIUrl":"https://doi.org/10.1109/TELFOR56187.2022.9983741","url":null,"abstract":"The energy used for heating and cooling has significant impact on the electricity bills of residential and commercial buildings, and heat pumps have been installed as a solution to reduce these costs. In Europe, around 11% of the buildings already have heat pumps installed, but there is still a lack of optimization of their usage profile to maintain the thermal comfort of the buildings and the equipment efficiency. Moreover, buildings with photovoltaic (PV) energy generation have additional flexibility that can be explored, but the operational complexity also increases, which makes finding the optimal profile to enhance self-consumption challenging. Techniques for energy optimization and building modeling can help to identify the best energy profile in an automated way, facilitated by IoT devices and advanced communication infrastructure. The objective of this paper is to provide a framework to perform autonomous demand response control actions and demonstrate a use case for improving the usage of heat pumps. This includes the data to be collected for the simulation of thermal patterns and to create the optimal curve of energy usage in two real scenarios. The achievements of this study show that remote access to the system data can allow for enhanced energy usage, through the utilization of building modeling and electric energy optimization models.","PeriodicalId":277553,"journal":{"name":"2022 30th Telecommunications Forum (TELFOR)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128869388","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
Self-healing Multipath Routing Protocol to assist Wireless Sensor Network based Hazardous Event Monitoring 协助无线传感器网络危险事件监测的自愈多径路由协议
2022 30th Telecommunications Forum (TELFOR) Pub Date : 2022-11-15 DOI: 10.1109/TELFOR56187.2022.9983752
B. Üveges, M. Lőrincz, A. Oláh
{"title":"Self-healing Multipath Routing Protocol to assist Wireless Sensor Network based Hazardous Event Monitoring","authors":"B. Üveges, M. Lőrincz, A. Oláh","doi":"10.1109/TELFOR56187.2022.9983752","DOIUrl":"https://doi.org/10.1109/TELFOR56187.2022.9983752","url":null,"abstract":"With the growing impact of climate change, the occurrence of hazardous spatial events increase. Wireless sensor networks are suitable to sense, monitor and report such events in remote or inaccessible locations. Hazardous events are rare compared to the network’s lifetime, thus maintaining it’s consistency must be realized energy efficiently. During the impact the network must monitor the event with an appropriate precision, and report the occurrence to the user, while mitigating the loss of destroyed nodes by the very same event.To fulfill these requirements, we propose the Self-healing Multipath Routing Protocol that is based on the Heterogeneous Disjoint Multipath Routing Protocol and introduces several application-specific extensions to improve network stability, resiliency and failover. To realize the monitoring of spatially extended hazardous events we also introduce an event-based, application-level protocol.To evaluate the proposed routing protocol, we perform simulations in the OMNET++/Castalia framework, utilizing a cellular automation based wildfire model as the spatial event and provide measurement results including delivery ratio, consumed energy and protocol specific metrics.","PeriodicalId":277553,"journal":{"name":"2022 30th Telecommunications Forum (TELFOR)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126635808","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
2D Overlapping Range-Doppler Map Approach for Helicopter Classification by Using GRU 基于GRU的直升机分类2D重叠距离-多普勒图方法
2022 30th Telecommunications Forum (TELFOR) Pub Date : 2022-11-15 DOI: 10.1109/TELFOR56187.2022.9983757
Deniz Can Acer, I. Erer
{"title":"2D Overlapping Range-Doppler Map Approach for Helicopter Classification by Using GRU","authors":"Deniz Can Acer, I. Erer","doi":"10.1109/TELFOR56187.2022.9983757","DOIUrl":"https://doi.org/10.1109/TELFOR56187.2022.9983757","url":null,"abstract":"The detection and classification o f r adar targets have become an important topic nowadays, and radar sensors play a key role in these operations because of their robustness to different weather and light conditions. In this paper, a classification a lgorithm u sing b oth o verlapped R D m ap (Range-Doppler map) method and GRU (Gated recurrent unit) based network is proposed. The overlapped method is based on the using information of both Doppler signature and spatial size of target. Moreover, due to computational requirements and the usage of relatively small data sets in radar applications, a simpler LSTM (Long short-term memory) variant, which is GRUs, is proposed. The simulations are designed and performed by using MATLAB 2022A and its Deep Learning Toolbox. The experimental results obtained are proposed, with an increase of 9.05 % in helicopter classification i n R adar A a nd 3 4.27 % in Radar B is achieved.","PeriodicalId":277553,"journal":{"name":"2022 30th Telecommunications Forum (TELFOR)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114236956","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
Human Detection in Restricted Areas Using Deep Convolutional Neural Networks 基于深度卷积神经网络的受限区域人体检测
2022 30th Telecommunications Forum (TELFOR) Pub Date : 2022-11-15 DOI: 10.1109/TELFOR56187.2022.9983720
Trandafir-Liviu Serghei, L. Ichim, D. Popescu
{"title":"Human Detection in Restricted Areas Using Deep Convolutional Neural Networks","authors":"Trandafir-Liviu Serghei, L. Ichim, D. Popescu","doi":"10.1109/TELFOR56187.2022.9983720","DOIUrl":"https://doi.org/10.1109/TELFOR56187.2022.9983720","url":null,"abstract":"With the help of state-of-the-art DCNNs precise detection of persons is possible in images and videos acquired from UAVs at low and medium altitudes. The current paper proposes for comparison of two DCNNs: Scaled-YOLOv4 and YOLOv7 trained on a custom dataset through transfer learning with data acquired from UAV. The aim is to take advantage of the capabilities of YOLOv7 to train a lightweight model with good accuracy that can be loaded on embedded systems present onboard UAVs capable of real-time person detection. Through transfer learning, the model achieves detection scores above 90% at altitudes of 30m using YOLOv7 architecture. Experiments were conducted to prove its ability to successfully multiple human detection frame-by-frame with over 70% confidence scores.","PeriodicalId":277553,"journal":{"name":"2022 30th Telecommunications Forum (TELFOR)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120951736","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
An analysis of GNSS TEC predictability during a rapidly developing short-term geomagnetic storm using Shannon entropy 利用Shannon熵分析快速发展的短期地磁风暴期间GNSS TEC的可预测性
2022 30th Telecommunications Forum (TELFOR) Pub Date : 2022-11-15 DOI: 10.1109/TELFOR56187.2022.9983679
I. Heđi, E. Malic, N. Sikirica, Mario Musulin, Dario Šimag, R. Filjar
{"title":"An analysis of GNSS TEC predictability during a rapidly developing short-term geomagnetic storm using Shannon entropy","authors":"I. Heđi, E. Malic, N. Sikirica, Mario Musulin, Dario Šimag, R. Filjar","doi":"10.1109/TELFOR56187.2022.9983679","DOIUrl":"https://doi.org/10.1109/TELFOR56187.2022.9983679","url":null,"abstract":"Ionospheric delay of a satellite signal, determined by Total Electron Content (TEC), is the principal contributor to GNSS positioning performance degradation. Traditional GNSS ionospheric delay correction models are sub-optimised to real environment conditions. We contribute to the problem solution with a proposal for, and demonstration of a algorithm for GNSS ionospheric delay model development for characteristic scenarios of GNSS positioning environment, based on the assessment of TEC predictability using Shannon (information) entropy.","PeriodicalId":277553,"journal":{"name":"2022 30th Telecommunications Forum (TELFOR)","volume":"4649 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115857236","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
Simulation analysis of an unusual reflection in a microwave Line-of-Sight link within A1 Serbia transport network 塞尔维亚A1传输网络中微波视距链路异常反射的模拟分析
2022 30th Telecommunications Forum (TELFOR) Pub Date : 2022-11-15 DOI: 10.1109/TELFOR56187.2022.9983667
Stefana Krivokuća
{"title":"Simulation analysis of an unusual reflection in a microwave Line-of-Sight link within A1 Serbia transport network","authors":"Stefana Krivokuća","doi":"10.1109/TELFOR56187.2022.9983667","DOIUrl":"https://doi.org/10.1109/TELFOR56187.2022.9983667","url":null,"abstract":"Transport networks within a telecommunications operator are largely based on fiber optics as a way of transmission. However, there are still microwave line-of-sight links present in the network. Consequently, a transport network planner must ensure their undisturbed operation. To do so, he must foresee possible interferers, and include that information during the process of planning the link. One of the less substantial causes of signal degradation is reflection. This research proposes a simulation analysis of the effects of reflection from an unusual reflective surface.","PeriodicalId":277553,"journal":{"name":"2022 30th Telecommunications Forum (TELFOR)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131509137","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
Hybrid Machine Learning Traffic Flows Analysis for Network Attacks Detection 用于网络攻击检测的混合机器学习流量分析
2022 30th Telecommunications Forum (TELFOR) Pub Date : 2022-11-15 DOI: 10.1109/TELFOR56187.2022.9983780
V. Timčenko, S. Gajin
{"title":"Hybrid Machine Learning Traffic Flows Analysis for Network Attacks Detection","authors":"V. Timčenko, S. Gajin","doi":"10.1109/TELFOR56187.2022.9983780","DOIUrl":"https://doi.org/10.1109/TELFOR56187.2022.9983780","url":null,"abstract":"This research focuses on network behavior analysis and provides a comprehensive flow-based anomaly detection proposal, which is based on combined machine learning and entropy-based anomaly detection techniques. The entropy-based analysis can capture the behavior of the biggest contributors, and of a large number of minor appearances in the feature distribution, thus it is applied for the needs of easier detection of rare traffic patterns. Then, the range of the machine learning algorithms can be applied in order to process the detected unusual traffic. The approach relies on the understanding of legitimate traffic behavior characteristics, which is further used to efficiently detect anomalous traffic patterns and deviations that cause performance issues or indicate a breach. This way, it is possible to provide near real-time alerting and visibility of potential network security threats. This approach allows the detection of unknown threats, zero-day attacks, and suspicious behavior while providing performance optimization possibilities.","PeriodicalId":277553,"journal":{"name":"2022 30th Telecommunications Forum (TELFOR)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133490274","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
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