2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)最新文献_第6页

Learning for Time Series Differential Phase-Shift Keying-based Non-coherent Receivers 基于时间序列差分相移键控的非相干接收机学习

2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) Pub Date : 2022-05-28 DOI: 10.1109/SETIT54465.2022.9875876

Omnia Mahmoud, A. El-Mahdy

{"title":"Learning for Time Series Differential Phase-Shift Keying-based Non-coherent Receivers","authors":"Omnia Mahmoud, A. El-Mahdy","doi":"10.1109/SETIT54465.2022.9875876","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875876","url":null,"abstract":"In this paper, using the recurrent neural network (RNN) for non-coherent differential phase-shift keying (DPSK) signal detection is proposed. While deep-learning has been utilized for estimating the channel and detecting the signal in various communication systems models, making use of the time series encoding of DPSK modulation along with the time series feature of the recurrent neural networks for Rayleigh fading communication channel has not been studied before. The use of both of deep neural network (DNN) and recurrent neural network to detect the differential encoded time series signal is considered and compared. Both of the DNN-based and RNN-based detectors are compared to conventional non-coherent DPSK detection, coherent phase-shift keying (PSK) detection, and the analytical error rate of coherent and non-coherent detection. Extensive simulation results exhibit that the proposed RNN-based signal detector outperforms both of conventional non-coherent differential detection, and the DNN-based detector in terms of symbol error rate performance. In addition, it does not need any statistical information about the channel or require complex online calculations.","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127550782","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

QOE-based intelligent intrusion detection Use case: University video surveillance 基于qos的智能入侵检测用例:大学视频监控

2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) Pub Date : 2022-05-28 DOI: 10.1109/SETIT54465.2022.9875657

T. Abar, A. Letaifa, S. El Asmi

{"title":"QOE-based intelligent intrusion detection Use case: University video surveillance","authors":"T. Abar, A. Letaifa, S. El Asmi","doi":"10.1109/SETIT54465.2022.9875657","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875657","url":null,"abstract":"A smart university is supposed to be a safe university. At this moment we observe multiple cameras in different locations in the Hall University and rooms to detect suspicious behavior such as violation, larceny or persons in a state of alcohol or drug intoxication. Samples of the video footage is monitored 24/7 by operators in control rooms. Currently the recorded videos are visual assessed after a suspicious event has occurred. There is a requirement for real-time surveillance with smart cameras which can detect, track and analyze suspicious behavior over place and time. The expanding number of cameras requires an enormous measure of observing operators. This paper proposes a distributed intelligent surveillance system based on smart cameras. We seek to improve the Quality of Experience QoE operator side or QoE-video surveillance expressed in function of i- resource availability constraints, ii- false detection of suspicious behavior, iii- define an optimal perimeter for intrusion detection (subset of cameras, network parameters required …).","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123741769","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

Optimal voltage control in interconnected power distribution systems by a self-adaptive fuzzy logic controller 基于自适应模糊控制器的互联配电系统电压最优控制

2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) Pub Date : 2022-05-28 DOI: 10.1109/SETIT54465.2022.9875790

Haitam Alilouch, F. Slaoui-Hasnaoui, S. Georges

引用次数: 1

Fast wsn localization method based on three Anchors and simple geometric technique: Mathematical modeling 基于三个锚点和简单几何技术的无线传感器网络快速定位方法:数学建模

2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) Pub Date : 2022-05-28 DOI: 10.1109/SETIT54465.2022.9875903

M. Zaidi, Imen Bouazzi, V. P. T. Ijyas

引用次数: 0

Hardware FPGA implementation of an intelligent vector control technique of three-phase rectifier for wind turbine connected to the grid 并网风电机组三相整流器智能矢量控制技术的硬件FPGA实现

2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) Pub Date : 2022-05-28 DOI: 10.1109/SETIT54465.2022.9875830

Mahdi Hermassi, Saber Krim, Y. Krim, Mohamed Ali Hajjaji, A. Mtibaa, M. Mimouni

{"title":"Hardware FPGA implementation of an intelligent vector control technique of three-phase rectifier for wind turbine connected to the grid","authors":"Mahdi Hermassi, Saber Krim, Y. Krim, Mohamed Ali Hajjaji, A. Mtibaa, M. Mimouni","doi":"10.1109/SETIT54465.2022.9875830","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875830","url":null,"abstract":"In this work, a comprehensive study of various wind energy conversion system control methodologies is proposed more precisely a comparative study of an intelligent vector control technique of a three-phase rectifier for a wind turbine linked to the grid. Its goal is to ensure a stable control technique that performs well in the face of external perturbations. The system under consideration consists of two converters connected by the DC bus, a permanent magnet synchronous generator, and a wind turbine. A resistor–inductor filter connects the system to the grid. In our system, we use a vector control strategy which is generally based on a proportional–integral controller. However, because of the control sensitivity to external disturbances and parameter modifications, a control method based on a Fuzzy Logic-Control (FLC) mode has been developed. Such a technique provides high performances, like the insensitivity to system non-linearity. Indeed, this study emphasizes the significance of implementing the proposed FLC utilizing the Field-Programmable Gate Array (FPGA). Because of obvious parallelism provided by the FPGA, the fundamental advantage of the FPGA implementation is the growth of the control loop latency. This suggested control algorithm’s performance is investigated utilizing digital simulation through the use of a Xilinx System Generator (XSG) tool, in addition to the implementation with a Zynq-FPGA. In reality, the XSG tool is used to design the hardware structures of the rectifier vector control. The collected results demonstrate that FLC simulation provides superior tracking and precision.","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117037005","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

Implementation of a symmetric chaos-based cryptosystem for image security in real time 基于对称混沌的实时图像安全密码系统的实现

2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) Pub Date : 2022-05-28 DOI: 10.1109/SETIT54465.2022.9875573

M. Gafsi, Rim Amdouni, Nessrine Abbassi, Mohamed Ali Hajjaji, A. Mtibaa

引用次数: 3

Models and Solvers for Coverage Optimisation in Cellular Networks: Review and Analysis 蜂窝网络覆盖优化的模型和求解器:回顾与分析

2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) Pub Date : 2022-05-28 DOI: 10.1109/SETIT54465.2022.9875463

Z. Dahi, José Á. Morell

引用次数: 0

Accurate diagnosis of non-Hodgkin lymphoma on whole-slide images using deep learning 基于深度学习的全片非霍奇金淋巴瘤的准确诊断

2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) Pub Date : 2022-05-28 DOI: 10.1109/SETIT54465.2022.9875482

Hathem Khelil, Abd El Moumene Zerari, L. Djerou

引用次数: 2

Applying Algebraic Virtual Machine to Cybersecurity Tasks 代数虚拟机在网络安全任务中的应用

2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) Pub Date : 2022-05-28 DOI: 10.1109/SETIT54465.2022.9875895

O. Letychevskyi, V. Peschanenko

引用次数: 1

Partial & Full MIMO for Orbital Angular Momentum Mode Group Division Multiplexing via Optical Fibers 光纤轨道角动量模群分复用的部分和完全MIMO

2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) Pub Date : 2022-05-28 DOI: 10.1109/SETIT54465.2022.9875938

Alaaeddine Rjeb, H. Fathallah, M. Machhout

引用次数: 0