Pub Date : 2022-05-28DOI: 10.1109/SETIT54465.2022.9875475
Aamar Shabir, Jing Cao, Emadelden Fouad, M. Ullah
Solar cell is becoming one of the vibrant power generations among all the renewable energy resources and demanding the most attention of researchers to achieve the goal of increasing stability and efficiencies. To reinforce the advancement of the solar cell, carbon nanotubes (CNTs) have come out as a highly potential candidate due to the reasons of chirality, mean free path, conductivity, current density, etc. The CNT has a unique size, structure, and attractive characteristics which enable the bold concept of getting maximum power from a solar cell. The recent availability of the CNT in quantities and formats amenable opens a new window to improve the efficiency of the solar cell. This paper will present a prospect of the recent research about CNTs and their contribution as a potential material in solar cell technology.
{"title":"Prospects of Solar Cell Technology From Silicon to Carbon Nanotube","authors":"Aamar Shabir, Jing Cao, Emadelden Fouad, M. Ullah","doi":"10.1109/SETIT54465.2022.9875475","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875475","url":null,"abstract":"Solar cell is becoming one of the vibrant power generations among all the renewable energy resources and demanding the most attention of researchers to achieve the goal of increasing stability and efficiencies. To reinforce the advancement of the solar cell, carbon nanotubes (CNTs) have come out as a highly potential candidate due to the reasons of chirality, mean free path, conductivity, current density, etc. The CNT has a unique size, structure, and attractive characteristics which enable the bold concept of getting maximum power from a solar cell. The recent availability of the CNT in quantities and formats amenable opens a new window to improve the efficiency of the solar cell. This paper will present a prospect of the recent research about CNTs and their contribution as a potential material in solar cell technology.","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"327 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":"132850341","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}
Pub Date : 2022-05-28DOI: 10.1109/SETIT54465.2022.9875805
Z. Salah, Saber Krim, Mohamed Ali Hajjaji, A. Mtibaa, M. Mimouni
This paper presents a hardware implementation of Maximum Power Point Tacking (MPPT) algorithms for photovoltaic system using a Field Programmable Gate Array (FPAG). Firstly, a comparison between different MPPT algorithms in terms of efficiency and accuracy is studied in this paper. Secondly, the FPGA is suggested to overcome the software solutions limitations like microcontrollers and digital signal processors in terms sequential of processing, which increases the execution time and the sampling period of the system. In fact, if the sampling period increased the control loop delays raise which consequently affects the system performances. The FPGA has a hardware architecture that executes the control algorithm with very low execution time, thanks to its parallel processing. The architectures of the MPPT algorithms are carried out using a Vivado Xilinx System Generator (XSG) toolbox and implemented on an FPGA Zed-Board Zynq-7000.
提出了一种利用现场可编程门阵列(FPAG)实现光伏系统最大功率点跟踪(MPPT)算法的硬件实现方法。首先，本文对不同的MPPT算法在效率和精度方面进行了比较研究。其次，FPGA克服了微控制器和数字信号处理器等软件解决方案在处理顺序上的限制，增加了系统的执行时间和采样周期。实际上，如果采样周期增加，控制回路的延迟会增加，从而影响系统的性能。由于FPGA的并行处理，其硬件架构可以以极低的执行时间执行控制算法。MPPT算法的架构使用Vivado Xilinx System Generator (XSG)工具箱进行，并在FPGA Zed-Board Zynq-7000上实现。
{"title":"Hardware Implementation of Maximum Power Point Tracking Algorithms for Photovoltaic Systems: A comparative study","authors":"Z. Salah, Saber Krim, Mohamed Ali Hajjaji, A. Mtibaa, M. Mimouni","doi":"10.1109/SETIT54465.2022.9875805","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875805","url":null,"abstract":"This paper presents a hardware implementation of Maximum Power Point Tacking (MPPT) algorithms for photovoltaic system using a Field Programmable Gate Array (FPAG). Firstly, a comparison between different MPPT algorithms in terms of efficiency and accuracy is studied in this paper. Secondly, the FPGA is suggested to overcome the software solutions limitations like microcontrollers and digital signal processors in terms sequential of processing, which increases the execution time and the sampling period of the system. In fact, if the sampling period increased the control loop delays raise which consequently affects the system performances. The FPGA has a hardware architecture that executes the control algorithm with very low execution time, thanks to its parallel processing. The architectures of the MPPT algorithms are carried out using a Vivado Xilinx System Generator (XSG) toolbox and implemented on an FPGA Zed-Board Zynq-7000.","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"81 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":"133940961","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}
Pub Date : 2022-05-28DOI: 10.1109/SETIT54465.2022.9875757
Boulerial Dalila, Kechar Bouabdellah, Benzerbadj Ali
The 21st century is marked by a remarkable expansion of IoT. This technology that allows us to connect with our objects permanently and thus monitor each interaction that may be crucial in our daily life. And among the most important bronchi of this technology we are interested in wireless sensor networks with mobile sink (WSN-MS1 for short). These networks, while being very useful and efficient in the world of internet of things (IoT)[33],[34], they face serious challenges, particularly that of the battery which ensures them a very limited lifetime, as well as the problem of the broken links between the transmitting nodes and the mobile sink. In this paper, we have proposed a new approach EH-HXMAC that solves the first problem by collecting ambient energy from the two most powerful sources (the sun and the wind), and by acting on the duty cycle of the emitting nodes. To remedy the second problem, we have resorted to the Handover technique which ensures data transmission integrity between the sensor and the mobile sink. The results of the simulation carried out by the Cooja Contiki simulator show that the combination of these three techniques provides an improvement in terms of network lifetime , throughput and received packets number.
{"title":"Maximizing The Lifetime of WSN Using Hybrid Energy Harvesting Approach","authors":"Boulerial Dalila, Kechar Bouabdellah, Benzerbadj Ali","doi":"10.1109/SETIT54465.2022.9875757","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875757","url":null,"abstract":"The 21st century is marked by a remarkable expansion of IoT. This technology that allows us to connect with our objects permanently and thus monitor each interaction that may be crucial in our daily life. And among the most important bronchi of this technology we are interested in wireless sensor networks with mobile sink (WSN-MS1 for short). These networks, while being very useful and efficient in the world of internet of things (IoT)[33],[34], they face serious challenges, particularly that of the battery which ensures them a very limited lifetime, as well as the problem of the broken links between the transmitting nodes and the mobile sink. In this paper, we have proposed a new approach EH-HXMAC that solves the first problem by collecting ambient energy from the two most powerful sources (the sun and the wind), and by acting on the duty cycle of the emitting nodes. To remedy the second problem, we have resorted to the Handover technique which ensures data transmission integrity between the sensor and the mobile sink. The results of the simulation carried out by the Cooja Contiki simulator show that the combination of these three techniques provides an improvement in terms of network lifetime , throughput and received packets number.","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"8 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":"125900998","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}
Pub Date : 2022-05-28DOI: 10.1109/SETIT54465.2022.9875937
Hind El Makhtoum, Youssef Bentaleb
Metering systems in smart grids are the components that store, transmit and process critical data about customers and their energy use. These systems communicate with users’ devices, technicians, and utility control systems, namely MDMS, substations… Consequently, smart meters are a tempting target for intrusion and falsification attacks that may have devastating consequences on the electrical grid and user’s private life. In order to tackle eventual vulnerabilities, the One-Time-Password (OTP) is a promising technique to ensure privacy and access control to smart meters as it is claimed to have better results on safeguarding access. In this paper, we highlight the current existing OTP-based authentication approaches in the metering systems. First, we investigate the privacy issues that are related to smart meters. Additionally, we highlight significant attacks and security parameters that we will include in our evaluation. Furthermore, we will analyze the selected schemes and propose some recommendations. Finally, we will discuss limitations, challenges, and future scopes of the analyzed schemes to help future researchers use the OTP technique securely and efficiently.
{"title":"Review and evaluation of OTP-Based authentication schemes in the metering systems of smart grids","authors":"Hind El Makhtoum, Youssef Bentaleb","doi":"10.1109/SETIT54465.2022.9875937","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875937","url":null,"abstract":"Metering systems in smart grids are the components that store, transmit and process critical data about customers and their energy use. These systems communicate with users’ devices, technicians, and utility control systems, namely MDMS, substations… Consequently, smart meters are a tempting target for intrusion and falsification attacks that may have devastating consequences on the electrical grid and user’s private life. In order to tackle eventual vulnerabilities, the One-Time-Password (OTP) is a promising technique to ensure privacy and access control to smart meters as it is claimed to have better results on safeguarding access. In this paper, we highlight the current existing OTP-based authentication approaches in the metering systems. First, we investigate the privacy issues that are related to smart meters. Additionally, we highlight significant attacks and security parameters that we will include in our evaluation. Furthermore, we will analyze the selected schemes and propose some recommendations. Finally, we will discuss limitations, challenges, and future scopes of the analyzed schemes to help future researchers use the OTP technique securely and efficiently.","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"115 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":"116598093","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}
Pub Date : 2022-05-28DOI: 10.1109/SETIT54465.2022.9875465
Mounira Ben Yamna, N. Dakhli, H. Sakli
This work presents the design of a rectifier circuit with single Schottky diode HSMS-2860 operating at 3.5 GHz. The rectifying circuit is developed for Internet of Things (IoT) and 5G applications. It has been designed and optimized with KEYSIGHT ADS software. The RF-DC conversion circuit achieves an efficiency of 63.6% and DC output voltage of 1.2 V with a DC load equal to 2 KΩ, and this for 0 dBm input RF power.
{"title":"Rectifier Circuit Design for IoT and 5G Applications","authors":"Mounira Ben Yamna, N. Dakhli, H. Sakli","doi":"10.1109/SETIT54465.2022.9875465","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875465","url":null,"abstract":"This work presents the design of a rectifier circuit with single Schottky diode HSMS-2860 operating at 3.5 GHz. The rectifying circuit is developed for Internet of Things (IoT) and 5G applications. It has been designed and optimized with KEYSIGHT ADS software. The RF-DC conversion circuit achieves an efficiency of 63.6% and DC output voltage of 1.2 V with a DC load equal to 2 KΩ, and this for 0 dBm input RF power.","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"25 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":"124865271","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}
Pub Date : 2022-05-28DOI: 10.1109/SETIT54465.2022.9875863
Sawssen Bacha, O. Taouali, N. Liouane
Cancer is one of the deadliest diseases for human health. The classification of cancers poses many challenges in biomedical research because it allows an accurate and effective diagnosis and guarantees the success of medical treatments. In this paper, a new reduced Computer-Aided Diagnosis (CAD) system is implemented under the MATLAB (version R2016a) environment to classifying four cancer subtypes. The results of the experiment are carried out with four sets of baseline data on the expression of cancer genes. To validate the proposed CAD system, different performance metrics such as sensitivity, specificity, accuracy, and F-Score are measured. The experimental analysis justifies the effectiveness of the proposed model and, therefore, this model can be considered as an effective tool to help radiologists for a better diagnosis.
{"title":"Reduced CAD system for classifications of cancer types based on microarray gene expression data","authors":"Sawssen Bacha, O. Taouali, N. Liouane","doi":"10.1109/SETIT54465.2022.9875863","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875863","url":null,"abstract":"Cancer is one of the deadliest diseases for human health. The classification of cancers poses many challenges in biomedical research because it allows an accurate and effective diagnosis and guarantees the success of medical treatments. In this paper, a new reduced Computer-Aided Diagnosis (CAD) system is implemented under the MATLAB (version R2016a) environment to classifying four cancer subtypes. The results of the experiment are carried out with four sets of baseline data on the expression of cancer genes. To validate the proposed CAD system, different performance metrics such as sensitivity, specificity, accuracy, and F-Score are measured. The experimental analysis justifies the effectiveness of the proposed model and, therefore, this model can be considered as an effective tool to help radiologists for a better diagnosis.","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"56 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":"126229260","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}
Pub Date : 2022-05-28DOI: 10.1109/SETIT54465.2022.9875545
A. Mnassri, Sihem Nasri, Mohamed Boussif, A. Cherif
Walkers are widely used by people with limited mobility. Much research work is underway to design human-machine interfaces (HMIs) using physiological signals to improve the control of mechanical mobility devices, mainly wheelchairs. Generating exact control commands through physiology in a suitable HMI is a real challenge because severely disabled people cannot control classic wheelchairs. In this context, this work develops a new voice-signal control system to meet the needs of this physically disabled population. This system is divided into two parts: part one covers the recognition, processing and classification of speech signals in this part the relative spectral-perceptual linear prediction (RASTA-PLP) and discrete wavelet transform (DWT) are combined to process and extract speech features and the second part includes the mechanical collection module, i. e. the wheelchair control by a motor drive circuit. The microphone servers for real-time voice recording. A Raspberry-Pi with a Linux operating system kernel is used as the processor. In order to make the processor more user-friendly and reliable, Voice-received mode is integrated into the Wheelchair. The model works successfully with an average recognition of 100 in clean environment and between 80 and 100 in noisy environment.
{"title":"Robust Real-time Automatic Voice Command based on Raspberry pi for assistance disabled people","authors":"A. Mnassri, Sihem Nasri, Mohamed Boussif, A. Cherif","doi":"10.1109/SETIT54465.2022.9875545","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875545","url":null,"abstract":"Walkers are widely used by people with limited mobility. Much research work is underway to design human-machine interfaces (HMIs) using physiological signals to improve the control of mechanical mobility devices, mainly wheelchairs. Generating exact control commands through physiology in a suitable HMI is a real challenge because severely disabled people cannot control classic wheelchairs. In this context, this work develops a new voice-signal control system to meet the needs of this physically disabled population. This system is divided into two parts: part one covers the recognition, processing and classification of speech signals in this part the relative spectral-perceptual linear prediction (RASTA-PLP) and discrete wavelet transform (DWT) are combined to process and extract speech features and the second part includes the mechanical collection module, i. e. the wheelchair control by a motor drive circuit. The microphone servers for real-time voice recording. A Raspberry-Pi with a Linux operating system kernel is used as the processor. In order to make the processor more user-friendly and reliable, Voice-received mode is integrated into the Wheelchair. The model works successfully with an average recognition of 100 in clean environment and between 80 and 100 in noisy environment.","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"46 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":"130866628","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}
Pub Date : 2022-05-28DOI: 10.1109/SETIT54465.2022.9875564
Ayoub Mhaouch, W. Elhamzi, A. B. Abdelali, Mohamed Atri
In recent years, the use of the Internet of Things (IoT) has increased rapidly in different areas. Due to many IoT applications, many limitations have emerged such as power consumption and limited resources. The security of connected devices is becoming more and more a primary need for the reliability of systems. Among other things, power consumption remains an essential constraint with a major impact on the quality of the encryption system. For these, several lightweight cryptography algorithms were proposed and developed. The PRESENT algorithm is one of the lightweight block cipher algorithms that has been proposed for a highly restrictive application. In this paper, we have proposed an efficient hardware serial architecture that uses 16 bits for data path encryption. It uses fewer FPGA resources and achieves higher throughput compared to other existing hardware applications.
{"title":"Efficient Serial Architecture for PRESENT Block Cipher","authors":"Ayoub Mhaouch, W. Elhamzi, A. B. Abdelali, Mohamed Atri","doi":"10.1109/SETIT54465.2022.9875564","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875564","url":null,"abstract":"In recent years, the use of the Internet of Things (IoT) has increased rapidly in different areas. Due to many IoT applications, many limitations have emerged such as power consumption and limited resources. The security of connected devices is becoming more and more a primary need for the reliability of systems. Among other things, power consumption remains an essential constraint with a major impact on the quality of the encryption system. For these, several lightweight cryptography algorithms were proposed and developed. The PRESENT algorithm is one of the lightweight block cipher algorithms that has been proposed for a highly restrictive application. In this paper, we have proposed an efficient hardware serial architecture that uses 16 bits for data path encryption. It uses fewer FPGA resources and achieves higher throughput compared to other existing hardware applications.","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"39 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":"127921766","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}
Earthquakes are closely related to fault zones, and regular monitoring of the activity of fault zones is of great significance to the earthquake prediction of surrounding areas. The existing earthquake precursor monitoring device is mainly of fixed station type, with high deployment cost and difficulty in moving. To solve these problems, this work proposes a mobile monitoring system F-AETA, which collects high-precision and real-time earthquake precursor data. With these collected data we can analyze the direction and distribution of fault zones, and evaluate the earthquake risk of surrounding areas routinely.
{"title":"The Design and Implementation of F-AETA Electromagnetic Mobile Monitoring System","authors":"Xinbao Zhang, Shan-shan Yong, Xin'an Wang, Chunjiu He, Zhenyu Bao, Yibin Liu","doi":"10.1109/SETIT54465.2022.9875525","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875525","url":null,"abstract":"Earthquakes are closely related to fault zones, and regular monitoring of the activity of fault zones is of great significance to the earthquake prediction of surrounding areas. The existing earthquake precursor monitoring device is mainly of fixed station type, with high deployment cost and difficulty in moving. To solve these problems, this work proposes a mobile monitoring system F-AETA, which collects high-precision and real-time earthquake precursor data. With these collected data we can analyze the direction and distribution of fault zones, and evaluate the earthquake risk of surrounding areas routinely.","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"29 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":"124005941","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}
Pub Date : 2022-05-28DOI: 10.1109/SETIT54465.2022.9875468
Wadhah Ayadi, W. Elhamzi, M. Atri
In the last decades, brain tumors are considered one of the mortal cancers in the world. The right tumors detection and identification in the early phases have a significant role to select an accurate treatment. Due to the increasing number of patients and brain tumor types, the manual analyses of Magnetic Resonance Imaging (MRI) images represent a tiring routine and can lead to human errors. In the goal to surpass these problems, an automatic CAD system is needed. We discussed, in this paper, a new model to classify brain tumors using CNN. The suggested scheme is experimentally evaluated on a public dataset. The proposed approach yields a convincing performance compared to previous techniques based on the experimental results.
{"title":"Multi-Classification of brain tumor based on deep CNN","authors":"Wadhah Ayadi, W. Elhamzi, M. Atri","doi":"10.1109/SETIT54465.2022.9875468","DOIUrl":"https://doi.org/10.1109/SETIT54465.2022.9875468","url":null,"abstract":"In the last decades, brain tumors are considered one of the mortal cancers in the world. The right tumors detection and identification in the early phases have a significant role to select an accurate treatment. Due to the increasing number of patients and brain tumor types, the manual analyses of Magnetic Resonance Imaging (MRI) images represent a tiring routine and can lead to human errors. In the goal to surpass these problems, an automatic CAD system is needed. We discussed, in this paper, a new model to classify brain tumors using CNN. The suggested scheme is experimentally evaluated on a public dataset. The proposed approach yields a convincing performance compared to previous techniques based on the experimental results.","PeriodicalId":126155,"journal":{"name":"2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)","volume":"69 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":"121566650","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}
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