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Method for calculation indicators steganographic systems in multiservice communication networks 多业务通信网络中隐写系统指标的计算方法
International Robotics & Automation Journal Pub Date : 2023-03-30 DOI: 10.15406/iratj.2023.09.00261
B. Ibrahimov
{"title":"Method for calculation indicators steganographic systems in multiservice communication networks","authors":"B. Ibrahimov","doi":"10.15406/iratj.2023.09.00261","DOIUrl":"https://doi.org/10.15406/iratj.2023.09.00261","url":null,"abstract":"An analysis of the performance indicators multiservice telecommunication networks using the sixth technological order based on the NGN (Next Generation Network) architectural concept and future FN (Future Networks) networks was carried out to build high-performance steganographic systems with increased covert channels throughput, ensuring the achievement of a certain level information security. Comprehensive criteria for the efficiency the functioning steganographic systems are considered and the channel capacity of the steganosystem as a communication system with packet switching is selected. On the basis of the study, a new approach to constructing a method for evaluating complex indicators of the quality of steganographic communication during embedding and extracting hidden data is proposed. The quality of steganographic communication refers to the properties stegano communication to ensure the efficiency of the system, both timely and reliable transmission of messages. On the basis of the proposed approach, the effectiveness steganographic systems in the construction of covert channels for the transmission secret data transmitted over communication channels was studied. Taking into account the new entropy approach, a method for calculating the indicators of the latent throughput steganographic systems in packet-switched communication networks has been created. As a result of the study calculation method, important analytical expressions were obtained for evaluating complex indicators throughput steganographic systems, such as the throughput of covert channels, the maximum possible value of the performance of a binary source packets, the average packet transmission time with the proposed coding scheme, and the residual throughput of the communication channel.","PeriodicalId":346234,"journal":{"name":"International Robotics & Automation Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133545700","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
Research and analysis of the efficiency fiber-optic communication lines using DWDM technologies 采用DWDM技术的高效光纤通信线路的研究与分析
International Robotics & Automation Journal Pub Date : 2023-03-28 DOI: 10.15406/iratj.2023.09.00260
B. Ibrahimov
{"title":"Research and analysis of the efficiency fiber-optic communication lines using DWDM technologies","authors":"B. Ibrahimov","doi":"10.15406/iratj.2023.09.00260","DOIUrl":"https://doi.org/10.15406/iratj.2023.09.00260","url":null,"abstract":"The performance indicators fiber-optic communication lines using spectral technology with separation communication channels are analyzed. The effectiveness of the use network resources optical telecommunication systems using spectral technologies based on the architectural concept of the next NGN (NGN, Next Generation Network) and future FN (FN, Future Network) networks has been studied. This work is devoted to the construction methods for calculating the indicators optical networks and the study methods and tools for improving the efficiency using network and channel resources fiber-optic communication lines using dense spectral multiplexing optical signals with separation communication channels. The problem ensuring effective management channel and network resources in optical communication networks are considered. As a result of the study technology spectral multiplexing, a new approach to the construction of a calculation method is proposed that describes the efficiency managing network and channel resources in fiber-optic communication lines, taking into account the numerous requirements their parameters and transfer characteristics. On the basis of the calculation method, analytical expressions are obtained that allow estimating the resources of the system, indicators informational and spectral efficiency of the functioning fiber-optic communication lines. The results of the research can be applied by cellular operators when designing an optical telecommunications network, in particular, to determine the optimal value of the capacity optical systems based on wavelength multiplexing technology and modulation spectral efficiencies.","PeriodicalId":346234,"journal":{"name":"International Robotics & Automation Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131436717","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
Smart glove for sign language translation 智能手语翻译手套
International Robotics & Automation Journal Pub Date : 2022-12-22 DOI: 10.15406/iratj.2022.08.00253
A. Abougarair
{"title":"Smart glove for sign language translation","authors":"A. Abougarair","doi":"10.15406/iratj.2022.08.00253","DOIUrl":"https://doi.org/10.15406/iratj.2022.08.00253","url":null,"abstract":"The development of a wearable device-based sign language translator is discussed in this study. It can translate sign language into both speech and text. The glove-based gadget can read the motions of one arm and five fingers. The system consists of an accelerometer and five flex sensors to measure finger bending and arm motions, respectively. Based on the interaction of these sensors, the gadget can recognize specific motions that in American Sign Language (ASL) correspond to the alphabet and convert them into speech and text using a mobile phone application. The hardware design of the device is mostly explained in this publication. The gadget displayed an average value of 0.6 s to translate a sign language into speech and text based on early trial results on six simple sign languages, demonstrating the applicability of the suggested device.","PeriodicalId":346234,"journal":{"name":"International Robotics & Automation Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123685026","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
Affectation index and severity degree by COVID-19 in Chest X-ray images using artificial intelligence 应用人工智能分析胸部x线图像中COVID-19的感染指数和严重程度
International Robotics & Automation Journal Pub Date : 2022-12-07 DOI: 10.15406/iratj.2022.08.00252
Eduardo Garea-Llano, Eduardo Martinez Montes, Evelio Gonzalez Dalmaus
{"title":"Affectation index and severity degree by COVID-19 in Chest X-ray images using artificial intelligence","authors":"Eduardo Garea-Llano, Eduardo Martinez Montes, Evelio Gonzalez Dalmaus","doi":"10.15406/iratj.2022.08.00252","DOIUrl":"https://doi.org/10.15406/iratj.2022.08.00252","url":null,"abstract":"The Covid-19 pandemic has caused the congestion of intensive therapies making it impossible for each to have a full-time radiology service. An indicator is necessary to allow intensivists to evaluate the evolution of patients in advanced state of the disease depending on the degree of involvement of their lungs and their severity in chest X-ray images (CXR). We propose an algorithm to grade the affectation of lungs in CXR images in patients diagnosed with COVID-19 in advanced state of the disease. The algorithm combines the assessment of image quality, digital image processing and deep learning for segmentation of the lung tissues and their classification. The proposed segmentation method is capable of dealing with the problem of diffuse lung borders in CXR images of patients with COVID-19 severe or critical. The calculation of the affectation index (IAF) consists of the classification of the segmented image by establishing the relationship between the number of pixels of each class. The IAF index of lung affectation in CXR images and the algorithm for its calculation. A correlation was established between the IAF and the international classification of the degree of severity established by radiologists.","PeriodicalId":346234,"journal":{"name":"International Robotics & Automation Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124559849","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
Adaptive control of AUV trajectory tracking in the presence of disturbance 存在干扰时AUV轨迹跟踪的自适应控制
International Robotics & Automation Journal Pub Date : 2022-12-06 DOI: 10.15406/iratj.2022.08.00251
Mostafa Jalalnezhada
{"title":"Adaptive control of AUV trajectory tracking in the presence of disturbance","authors":"Mostafa Jalalnezhada","doi":"10.15406/iratj.2022.08.00251","DOIUrl":"https://doi.org/10.15406/iratj.2022.08.00251","url":null,"abstract":"In the method used in this article, the control objectives are achieved by using the adaptive controller and based on the first-order sliding mode method, assuming that the disturbance and its derivative are bounded with an indeterminate boundary, in a way that is resistant to uncertainty and disturbance caused by ocean waves. be This method is based on the law of two-layer adaptation, which works without the need of knowledge of the boundary values of disturbance and its derivative. The stability of the proposed robust-adaptive control law is proved using Lyapunov theory and the performance of the designed controller is verified using simulation results. The performance of the proposed controller is evaluated in terms of error and control effort by comparing the simulation results of the proposed control and conventional sliding mode control. According to the results of comparison and investigation in different disturbance scenarios, the tracking error in the proposed control is much less than the tracking error of the conventional sliding mode control, and also, the range of control effort in the conventional sliding mode control is greater and is associated with chattering, if it is in the case of the robust control. - Charting’s proposed adaptation is not observed.","PeriodicalId":346234,"journal":{"name":"International Robotics & Automation Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126124742","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
Digital twin of ABB IRB-120 robotic cell based on the industry 4.0 基于工业4.0的ABB IRB-120机器人单元的数字孪生
International Robotics & Automation Journal Pub Date : 2022-10-25 DOI: 10.15406/iratj.2022.08.00250
Rogério Adas Pereira Vitalli, J. M. Rosário
{"title":"Digital twin of ABB IRB-120 robotic cell based on the industry 4.0","authors":"Rogério Adas Pereira Vitalli, J. M. Rosário","doi":"10.15406/iratj.2022.08.00250","DOIUrl":"https://doi.org/10.15406/iratj.2022.08.00250","url":null,"abstract":"The evolution of virtual commissioning has enabled significant advances in analysis, safety testing, programming and failure anticipation in projects involving industrial robots. To make this possible, a virtual model equal to the real one is needed and our research objective is to develop the Digital Twin of the ABB IRB-120 process and robot to digitally validate the robotic cell and minimize installation and project implementation time in the “shop floor” in the context of I4 .0 Currently, a major problem related to Virtual Commissioning activities is the lack of precision between the virtual model and the physical model (digital twin), due to difficulties related to mechanical fabrication after model generation 3D The use of the Process Simulate software (SIEMENS PLM), allowed more accurate and real results to commission the robotic cell of the Robotics Advanced Institute - I.A.R. The main analysis tools are shown in this study.","PeriodicalId":346234,"journal":{"name":"International Robotics & Automation Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132441104","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 traffic sign detection and recognition for autonomous vehicle 面向自动驾驶汽车的实时交通标志检测与识别
International Robotics & Automation Journal Pub Date : 2022-09-15 DOI: 10.15406/iratj.2022.08.00249
A. Abougarair, Mohammed Elmaryul, Mohamed KI Aburakhis
{"title":"Real time traffic sign detection and recognition for autonomous vehicle","authors":"A. Abougarair, Mohammed Elmaryul, Mohamed KI Aburakhis","doi":"10.15406/iratj.2022.08.00249","DOIUrl":"https://doi.org/10.15406/iratj.2022.08.00249","url":null,"abstract":"The advancement of technology has made it possible for modern cars to utilize an increasing number of processing systems. Many methods have been developed recently to detect traffic signs using image processing algorithms. This study deals with an experiment to build a CNN model which can classify traffic signs in real-time effectively using OpenCV. The experimentation method involves building a CNN model based on a modified LeNet architecture with four convolutional layers, two max-pooling layers and two dense layers. The model is trained and tested with the German Traffic Sign Recognition Benchmark (GTSRB) dataset. Parameter tuning with different combinations of learning rate and epochs is done to improve the model’s performance. Later, this model is used to classify the images introduced to the camera in real- time. The graphs depicting the accuracy and loss of the model before and after parameter tuning are presented. Also, an experiment was performed to classify the traffic sign image introduced to the camera by using the CNN model. A high probability score is achieved during the process.","PeriodicalId":346234,"journal":{"name":"International Robotics & Automation Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132234140","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
Quality of service provisioning to deliver scalable high efficiency video coding (SHVC) over SDN networks 在SDN网络上提供可扩展的高效视频编码(SHVC)的服务质量提供
International Robotics & Automation Journal Pub Date : 2022-09-12 DOI: 10.15406/iratj.2022.08.00248
Sina Keshvadi, Bahnam Behnam Faghih
{"title":"Quality of service provisioning to deliver scalable high efficiency video coding (SHVC) over SDN networks","authors":"Sina Keshvadi, Bahnam Behnam Faghih","doi":"10.15406/iratj.2022.08.00248","DOIUrl":"https://doi.org/10.15406/iratj.2022.08.00248","url":null,"abstract":"Nowadays, Internet traffic is dominated by video streaming and delivering these services is a challenging task. Providing end-to-end Quality of Service (QoS), and consequently providing an adequate Quality of Experience (QoE), is essential in the multimedia industry. In this paper, we designed LSDN, an effective SDN-based solution that leverages SDN and SHVC video codec feature to provide a reliable video streaming mechanism. LSDN uses the ability of SDN to dynamically update forwarding tables of routers and switches and transfer different video layers of SHVC over distinct network paths. To evaluate the performance of LSDN, we emulated LSDN over Mininet. Our experimental results show that LSDN significantly improves the performance of delivering high-quality videos in terms of deduction in delay, loss, and jitter. Moreover, we observed that LSDN does not have negative effects on the background traffic.","PeriodicalId":346234,"journal":{"name":"International Robotics & Automation Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123366583","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
The corrected mathematical models for the top motion 修正了顶部运动的数学模型
International Robotics & Automation Journal Pub Date : 2022-08-25 DOI: 10.15406/iratj.2022.08.00247
R. Usubamatov, S. Kapayeva
{"title":"The corrected mathematical models for the top motion","authors":"R. Usubamatov, S. Kapayeva","doi":"10.15406/iratj.2022.08.00247","DOIUrl":"https://doi.org/10.15406/iratj.2022.08.00247","url":null,"abstract":"The mathematical models for the top motions in known publications contain the incorrect expression of the centrifugal torque and do not consider the action of the Coriolis torque generated by the center mass. In reality, the two centrifugal torques, two torques of Coriolis forces, and two changes in the angular momentums formulate the dependency of the angular velocities of the top motions about two axes. The corrected expression of the centrifugal torque and the Coriolis torque generated by the center mass changed the mathematical models for the top motion and its self-stabilization. The new analytical approach for the spinning top motions with the action of all external and inertial torques gives an accurate solution and describes its physics. The derived mathematical models for the spinning top motions and solution represent a good example of the educational process of engineering mechanics.","PeriodicalId":346234,"journal":{"name":"International Robotics & Automation Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123011545","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
Designing paths for box shapes using a Rubik’s Snake 使用Rubik’s Snake设计盒子形状的路径
International Robotics & Automation Journal Pub Date : 2022-08-23 DOI: 10.15406/iratj.2022.08.00246
Songming Hou
{"title":"Designing paths for box shapes using a Rubik’s Snake","authors":"Songming Hou","doi":"10.15406/iratj.2022.08.00246","DOIUrl":"https://doi.org/10.15406/iratj.2022.08.00246","url":null,"abstract":"A Rubik’s Snake is a toy that was invented over 40 years ago together with the more famous Rubik’s Cube. It starts with a straight ruler and could be twisted into many interesting shapes. One important type of shapes is a box shape. Many complicated shapes can be constructed as a combination of box shapes. Therefore it is a fundamental problem to study the box shape. We constructed a path for a general box shape and derived a counting formula. Some other properties and application were also discussed.","PeriodicalId":346234,"journal":{"name":"International Robotics & Automation Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126151811","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
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