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2021 3rd International Conference on Signal Processing and Communication (ICPSC)最新文献

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Plant disease classification using deep learning 利用深度学习进行植物病害分类
2021 3rd International Conference on Signal Processing and Communication (ICPSC) Pub Date : 2021-05-13 DOI: 10.1109/ICSPC51351.2021.9451696
Akshai Kp, J. Anitha
{"title":"Plant disease classification using deep learning","authors":"Akshai Kp, J. Anitha","doi":"10.1109/ICSPC51351.2021.9451696","DOIUrl":"https://doi.org/10.1109/ICSPC51351.2021.9451696","url":null,"abstract":"Agriculture plays a crucial role in the Indian economy. Early detection of plant diseases is very much essential to prevent crop loss and further spread of diseases. Most plants such as apple, tomato, cherry, grapes show visible symptoms of the disease on the leaf. These visible patterns can be identified to correctly predict the disease and take early actions to prevent it. The conventional method is the farmers or plant pathologists manually observe the plant leaf and identify the type of disease. In this project, a deep learning model is trained to classify the different plant diseases. The convolutional neural network (CNN) model is used due to its massive success in image-based classification. The deep learning model provides faster and more accurate predictions than manual observation of the plant leaf. In this work, the CNN model and pre-trained models such as VGG, ResNet, and DenseNet models are trained using the dataset. Among them, the DenseNet model achieves the highest accuracy.","PeriodicalId":182885,"journal":{"name":"2021 3rd International Conference on Signal Processing and Communication (ICPSC)","volume":"2013 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127429138","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: 31
FPGA Implementation of DC Bias Removal Filters – A Case Study with an ECG Signal 直流偏置消除滤波器的FPGA实现-以心电信号为例
2021 3rd International Conference on Signal Processing and Communication (ICPSC) Pub Date : 2021-05-13 DOI: 10.1109/ICSPC51351.2021.9451774
G. Sasi, R. Vimala, S. S. Sivaraju, R. Ramya, V. Elamaran
{"title":"FPGA Implementation of DC Bias Removal Filters – A Case Study with an ECG Signal","authors":"G. Sasi, R. Vimala, S. S. Sivaraju, R. Ramya, V. Elamaran","doi":"10.1109/ICSPC51351.2021.9451774","DOIUrl":"https://doi.org/10.1109/ICSPC51351.2021.9451774","url":null,"abstract":"The study and processing of bio-signals and the perception of clinical images is an important part of modern medical science, technology and engineering. In each registered electrocardiogram (ECG) data, there are two major noise sources such as the power-line interface and baseline wandering noise. A low-frequency noise of about 0.5 to 0.6 Hz is the second, i.e. the baseline wander (closer to a dc). This wandering baseline is practically due to inadequate skin sensitivity to electrodes, i.e. due to relaxed interaction with electrodes or poor positioning or even tightly positioned electrodes. To suppress the DC offset, the conventional DC bias removal filter and its three variants are used in this study. All the circuits were synthesized on an Altera Cyclone IV FPGA EP4CE115F29C7 device using Quartus II software v13.1 tool. Finally, the simulation results of device utilization, clock speed, and power dissipation are compared among all the designs.","PeriodicalId":182885,"journal":{"name":"2021 3rd International Conference on Signal Processing and Communication (ICPSC)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128030043","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
Custom Face Recognition Using YOLO.V3 使用YOLO自定义人脸识别。V3
2021 3rd International Conference on Signal Processing and Communication (ICPSC) Pub Date : 2021-05-13 DOI: 10.1109/ICSPC51351.2021.9451684
S. M, Anju Geroge, A. N, Jaimy James
{"title":"Custom Face Recognition Using YOLO.V3","authors":"S. M, Anju Geroge, A. N, Jaimy James","doi":"10.1109/ICSPC51351.2021.9451684","DOIUrl":"https://doi.org/10.1109/ICSPC51351.2021.9451684","url":null,"abstract":"Face recognition technique is adopted in many applications such as surveillance systems, medical field, security, robot navigation, etc. Today because of deep learning there is a large improvement in the area of face recognition. The importance of facial recognition comes to more importance at the time of a pandemic situation, for attendance marking people monitoring, in health care, social distancing etc. Many facial recognition algorithms are available today. But the performance of these algorithms lacks many factors and which lead to poor performance in real-time applications. The most commonly used algorithms for face recognition are R-CNN, Fast R-CNN, etc. The main problems with these algorithms are they have poor processing speed; they take time to produce the output. To overcome this problem, YOLO.V3 algorithm can be used for facial recognition which produces faster output. In this paper we will study on different versions of YOLO algorithms, study on existing algorithm for face detection and recognition (R-CNN),and conclude with the result obtained for the YOLO.V3 algorithm for recognizing a custom face.","PeriodicalId":182885,"journal":{"name":"2021 3rd International Conference on Signal Processing and Communication (ICPSC)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127500582","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
Greenhouse Automation Using Internet of Things in Hydroponics 利用物联网实现温室水培自动化
2021 3rd International Conference on Signal Processing and Communication (ICPSC) Pub Date : 2021-05-13 DOI: 10.1109/ICSPC51351.2021.9451668
R. Harikrishna, Suraj R, Paramasiva Pandi N, Austin Anand Kumar A, S. Pandiaraj
{"title":"Greenhouse Automation Using Internet of Things in Hydroponics","authors":"R. Harikrishna, Suraj R, Paramasiva Pandi N, Austin Anand Kumar A, S. Pandiaraj","doi":"10.1109/ICSPC51351.2021.9451668","DOIUrl":"https://doi.org/10.1109/ICSPC51351.2021.9451668","url":null,"abstract":"Hydroponics is a technique in agriculture that uses very minimal nutrient material to nourish the plants. In this project it is proposed to connect all the sensors and actuators to the UBIDOTS cloud and make the environment a closed loop system under the concept Internet of Things (IoT). We have used these sensors to create an artificial luminance to provide efficient photosynthesis even in low light conditions/night. The system also focuses on monitoring the temperature and humidity inside greenhouse. Using this ambience values, the weather inside the greenhouse is controlled by actuating the exhaust fan and fogger. The entire project is automated using IoT and the microcontroller used is ESP32 which has an inbuilt Wi-Fi Module for connecting to cloud. All the data will be viewed in UBIDOTS cloud platform in real time. The variations in all the data can be visually seen by the user in the application.","PeriodicalId":182885,"journal":{"name":"2021 3rd International Conference on Signal Processing and Communication (ICPSC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124397703","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 Internet of Things(IoT) Based Intelligent Framework for Healthcare – A Survey 基于物联网(IoT)的医疗保健智能框架-调查
2021 3rd International Conference on Signal Processing and Communication (ICPSC) Pub Date : 2021-05-13 DOI: 10.1109/ICSPC51351.2021.9451739
Lalithadevi Balakrishnan, Krishnaveni
{"title":"An Internet of Things(IoT) Based Intelligent Framework for Healthcare – A Survey","authors":"Lalithadevi Balakrishnan, Krishnaveni","doi":"10.1109/ICSPC51351.2021.9451739","DOIUrl":"https://doi.org/10.1109/ICSPC51351.2021.9451739","url":null,"abstract":"An Internet of Things Technology has been broadly utilized in different fields, and smart healthcare is one of its significant application regions. The remote Medical care monitoring framework in the hospital and numerous healthcare centres has encountered critical development, and convenient medical care monitoring frameworks with emerging innovations are becoming of great concern to many countries worldwide nowadays. A hybrid model of Cloud and IoT architecture design is used to support real-time applications and apply Artificial Intelligence to the data generated by the wearable sensor network. Accessibility of cloud-based frameworks along with security protection address critical issues that describe the Internet of Medical Things (IoMT) devices and models from being a reliable and proper solution for an objective. In this paper, we propose a brief survey of overall use of IoT-based frameworks in medical services, starting with an early medical care monitoring design based on wearable sensors and progressing to a discussion of the most recent fog/edge computing technologies for smart healthcare framework.","PeriodicalId":182885,"journal":{"name":"2021 3rd International Conference on Signal Processing and Communication (ICPSC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125007848","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: 7
Early Detection of Skin Tumor Using Dipole Antenna 偶极子天线对皮肤肿瘤的早期检测
2021 3rd International Conference on Signal Processing and Communication (ICPSC) Pub Date : 2021-05-13 DOI: 10.1109/ICSPC51351.2021.9451639
K. A, M. Nesasudha, Deepthy G S
{"title":"Early Detection of Skin Tumor Using Dipole Antenna","authors":"K. A, M. Nesasudha, Deepthy G S","doi":"10.1109/ICSPC51351.2021.9451639","DOIUrl":"https://doi.org/10.1109/ICSPC51351.2021.9451639","url":null,"abstract":"In this paper a dipole antenna is designed with a working frequency of 2.4 GHz. This antenna is used to detect the skin tumor in early stage. The skin is one of the organs of the body which shields us from microbes and it controls our internal heat levels. There are many skin sicknesses which might be brought about by genetic conditions sensitivities and weakened insusceptible frameworks. Dermatology is the part of medicine that manages the conditions of skin. In this paper a dipole antenna and skin phantom is designed utilizing CST software. A 3D skin phantom is planned in CST with the permittivity and conductivity esteems to acquire electromagnetic parameters. The detection of tumor can be achieved by measuring the variations in current density of antenna with and without tumor. The obtained Specific Absorption Rate (SAR) value is 1.32953 W/Kg and obtained values of electric field, magnetic field, current density without tumor is 34485.3 V/m, 39.1352 A/m and 118.287 A/m^2, while obtained value of antenna with tumor is 34664.5 V/m, 39.6489 A/m and 177.842 A/m^2.","PeriodicalId":182885,"journal":{"name":"2021 3rd International Conference on Signal Processing and Communication (ICPSC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131351326","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
Extracting User Behavioural Control Styles based on Process Mining 基于过程挖掘的用户行为控制风格提取
2021 3rd International Conference on Signal Processing and Communication (ICPSC) Pub Date : 2021-05-13 DOI: 10.1109/ICSPC51351.2021.9451795
Manne Vinay Kumar, Pulime Satya Sai, A. Selvi, Devarampati Venkata Sai Amarnadh
{"title":"Extracting User Behavioural Control Styles based on Process Mining","authors":"Manne Vinay Kumar, Pulime Satya Sai, A. Selvi, Devarampati Venkata Sai Amarnadh","doi":"10.1109/ICSPC51351.2021.9451795","DOIUrl":"https://doi.org/10.1109/ICSPC51351.2021.9451795","url":null,"abstract":"The Internet Technology implies that bullying is not restricted to schools, colleges, universities or road places. Internet means Cyber bullying can take place anytime, anywhere, even at playground, home etc, via smart devices, emails, SMS, WhatsApp messages, and social media, 24 * 7 * 365. Due to Information and Communication Technologies, cyber bullies can happen to annoy, endanger, or embarrass anyone from any part of the world. Cyber bullying Instances has dangerous concerns such as mentally disorder; suicide is now regularly stated in most of the media houses. Social media like Twitter, YouTube, Facebook, and Instagram and Messaging system like WhatsApp, Kik etc have been listed as the top groups with the maximum proportion of consumers registering problems of cyber bullying. In our proposed framework, this work is to extract the cyber bullying from Twitter Tweets based on Machine Learning.","PeriodicalId":182885,"journal":{"name":"2021 3rd International Conference on Signal Processing and Communication (ICPSC)","volume":"330 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124648129","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
Immersive Learning Aid for Children with Autism(ASD) using Object Recognition 使用对象识别的自闭症儿童沉浸式学习辅助工具
2021 3rd International Conference on Signal Processing and Communication (ICPSC) Pub Date : 2021-05-13 DOI: 10.1109/ICSPC51351.2021.9451646
K. V, Ashwin Mohan, Darshan Prabhu S
{"title":"Immersive Learning Aid for Children with Autism(ASD) using Object Recognition","authors":"K. V, Ashwin Mohan, Darshan Prabhu S","doi":"10.1109/ICSPC51351.2021.9451646","DOIUrl":"https://doi.org/10.1109/ICSPC51351.2021.9451646","url":null,"abstract":"Autism Spectrum Disorder is a chronic developmental disorder afflicting patients in their early formative years. Without a definitive cure, children can experience a spectrum of symptoms from difficulties with communication, social interaction, and obsessive/repetitive behaviour. These symptoms affect the children’s opportunities to experience and learn ideas and concepts, unlike their peers. With assisted learning and therapy, children with Autism can become independent members of society. The proposed system contributes to the child’s learning curriculum by offering education attractively and entertainingly. The premise of a smartphone or a tablet as the only hardware requirement breeds familiarity with the user and promotes comfort when utilizing the application. The system consists of an application that renders augmented reality objects onto the device screen when the camera module recognizes target objects in the frame. The application processes target information using the Vuforia Engine by scanning the images of the video stream for targets. The target is either an image or three-dimensional object stored locally in a database. The application can identify and process multiple targets to render a combination of text, image, audio, video, and three-dimensional objects. The application’s ease of usage combined with immersion provides a conducive environment for learning concepts and subjects of various fields.","PeriodicalId":182885,"journal":{"name":"2021 3rd International Conference on Signal Processing and Communication (ICPSC)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116546839","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
6 GHz GaN HEMT Linear Power Amplifier 6 GHz GaN HEMT线性功率放大器
2021 3rd International Conference on Signal Processing and Communication (ICPSC) Pub Date : 2021-05-13 DOI: 10.1109/ICSPC51351.2021.9451754
Hamza. K Husna, D. Nirmal, S. Merlin Gilbert Raj, J. Ajayan, L. Arivazhagan, A. S. Augustine Fletcher
{"title":"6 GHz GaN HEMT Linear Power Amplifier","authors":"Hamza. K Husna, D. Nirmal, S. Merlin Gilbert Raj, J. Ajayan, L. Arivazhagan, A. S. Augustine Fletcher","doi":"10.1109/ICSPC51351.2021.9451754","DOIUrl":"https://doi.org/10.1109/ICSPC51351.2021.9451754","url":null,"abstract":"The design and analysis of GaN HEMT linear power amplifier to operate at 6 GHz frequency is presented in this work. The GaN HEMT with 800 nm gate length, was power matched at the frequency of 6 GHz. The linear model of the GaN HEMT was derived from the scattering parameter data for designing the power amplifier. The power amplifier displayed a power gain of 9 dB and noise figure of 2 dB at 6 GHz frequency. The Rollet’s Stability factor of the linear power amplifier at 6 GHz frequency is 1.4, hence the amplifier is stable. The scattering parameters of the GaN HEMT power amplifier were also obtained. At 6 GHz frequency the power amplifier exhibited an input return loss of -19 dB.","PeriodicalId":182885,"journal":{"name":"2021 3rd International Conference on Signal Processing and Communication (ICPSC)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132892807","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
Compact Design of Ka-Band antenna for 5G Applications 面向5G应用的ka波段天线紧凑型设计
2021 3rd International Conference on Signal Processing and Communication (ICPSC) Pub Date : 2021-05-13 DOI: 10.1109/ICSPC51351.2021.9451756
Akash Modi, Vanshul Sharma, A. Rawat
{"title":"Compact Design of Ka-Band antenna for 5G Applications","authors":"Akash Modi, Vanshul Sharma, A. Rawat","doi":"10.1109/ICSPC51351.2021.9451756","DOIUrl":"https://doi.org/10.1109/ICSPC51351.2021.9451756","url":null,"abstract":"The Proposed paper proposing a slotted microstrip patch antenna which is designed and simulated using a high-frequency structure simulator(HFSS) for 5G applications in cellular networks particularly at Ka-band. The frequency ranges for Ka-band is (26-40) GHz. The antenna is designed using a rectangular microstrip patch element with a feed line connected to a patch and source. To increase the gain multiple slots are designed in a patch. The patch and ground are made up of a metal surface and a substrate material act as a dielectric material between them. The Electrical length of antenna is 6.7mm. In this antenna), ROGERSRT/DUROID-5880(tm) is used having the dielectric constant value 2.2. The performance of the proposed design is evaluated based on return loss, VSWR, gain, and radiation pattern.","PeriodicalId":182885,"journal":{"name":"2021 3rd International Conference on Signal Processing and Communication (ICPSC)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134113146","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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