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2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)最新文献

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FPGA based ECG Denoising: Current Status and Future Technologies 基于FPGA的心电去噪:现状与未来技术
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609422
Abdul Moiz, Aditya Gupta, MD Ashhar Akhtar, Niket Agarwal, Kirti
{"title":"FPGA based ECG Denoising: Current Status and Future Technologies","authors":"Abdul Moiz, Aditya Gupta, MD Ashhar Akhtar, Niket Agarwal, Kirti","doi":"10.1109/ISPCC53510.2021.9609422","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609422","url":null,"abstract":"The electrical action of the heart is recorded by an electrocardiogram signal (ECG). It records the electrical signal in order to check for various heart ailments and disorders. The precise computer analysis of ECG signals is difficult, as being a low-frequency signal, it is exceedingly vulnerable to high-frequency noise and numerous other losses. ECG filtering is therefore a major pre-processing step that attenuates the signal noise and converts it into a signal better suited for analysis. Researchers over a while have given various techniques to correctly detect and filter out the noises. In this paper, a number of state-of-the-art techniques for ECG signal pre-processing using FPGA on MT-BIH Arrhythmia and online datasets are used. There are a number of digital filters categories likewise FIR, IIR, and adaptive filtering techniques are present. The performance of these techniques are analysed on three parameters: Power Consumption, Signal-to-Noise Ratio, and Accuracy. It has been analysed that, the median filter attains the best SNR value by employing Neural Network-based ECG on FPGA board. From the analysis of the papers, we find that the median filter provides the best SNR value, Neural Network-based ECG Anomaly Detection on FPGA technique provides the best accuracy and the combination of FIR LPF & HPF using Kaiser and Bartlett windowing technique provides the lowest power consumption.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122985511","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
Enhancing 3D implicit shape representation by leveraging periodic activation functions 通过利用周期激活函数增强3D隐式形状表示
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609352
Kanika Singla, Parmanand Astya
{"title":"Enhancing 3D implicit shape representation by leveraging periodic activation functions","authors":"Kanika Singla, Parmanand Astya","doi":"10.1109/ISPCC53510.2021.9609352","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609352","url":null,"abstract":"Conventional discrete representations of 3D objects have been replaced by representations that are implicitly described and continuously differentiable. With the increase in popularity of deep neural networks, parameterization of these continuous functions has emerged as a powerful paradigm. Various machine learning problems like inferring information from 3D images, videos and scene reconstruction require continuous parameterization as they yield memory efficiency, allowing the model to produce finer details. In this paper, improvement of implicit shape representation has been proposed by investigating the neural architecture of periodic activation functions-based networks. To demonstrate the effect of network size and depth on shape quality and detail, we conduct both qualitative and quantitative experiments.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"35 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128605512","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
Efficient Task Scheduling Technique under Batch Mode Heuristic for Cloud Environment 云环境下启发式批处理的高效任务调度技术
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609462
P. Banga, S. Rana
{"title":"Efficient Task Scheduling Technique under Batch Mode Heuristic for Cloud Environment","authors":"P. Banga, S. Rana","doi":"10.1109/ISPCC53510.2021.9609462","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609462","url":null,"abstract":"From solving complex computational problems to huge data intensive tasks, Cloud Computing is emerged as one the growing technology. It is not restricted to hand out gigantic problems but also gratifying day to day clients with variable requirements. To accomplish such a variety of users, Cloud always required an efficient task scheduling to cater such dynamism. So, this paper presents a scheduling technique named Efficient Task Scheduling technique under Batch Mode Heuristic for Cloud Environment (ETSBMH) that mapped cloudlets in an efficient way to reduce the makespan along with a new type of metric that depicts variation among heterogeneous virtual machines completion time. We named it Machine Makespan Aware Completion time Variation (MMACV) that considered completion time variation among machines with respect to makespan. Results reveal the effectiveness of proposed technique from on hand approaches in terms of reduced makespan, less MMACV and improved average machine utilization rate.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128722470","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
An Efficient Sports Classification Technique Incorporating CNN Transfer Learning Models 一种结合CNN迁移学习模型的高效运动分类技术
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609380
Yeaminur Rahman, Rezwana Mahfuza, Md. Abdul Hai
{"title":"An Efficient Sports Classification Technique Incorporating CNN Transfer Learning Models","authors":"Yeaminur Rahman, Rezwana Mahfuza, Md. Abdul Hai","doi":"10.1109/ISPCC53510.2021.9609380","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609380","url":null,"abstract":"Data must be accessible and transferable within time constraints; yet, due to the massive increase of sophisticated data in recent years, categorizing data appropriately has become increasingly challenging. Furthermore, with the enormous popularity of many sports genres in recent times, it has become imperative to categorize the data and improve the user’s search experience through the internet or other media with traditional machine learning approaches. This paper aims to develop an effective approach with deep learning techniques for classifying eight distinct forms of sports using a real-world data set derived from diverse sports videos. To identify the most suitable model, a comparison of four notable transfer learning models of convolutional neural networks, VGG16, VGG19, DenseNet2Ol, and InceptionV3, was performed with DenseNet2Ol yielding the most promising outcome of 99.08%. In addition, users can upload a sports video, and the sports-related tags will be generated automatically by a web application developing a magnificent recommendation process in the suggested system model.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129092281","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
Strategic Sleeping of Visible Light Communication Access Point 可见光通信接入点的战略休眠
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609445
V. Kumar, Akash Gupta, P. Garg
{"title":"Strategic Sleeping of Visible Light Communication Access Point","authors":"V. Kumar, Akash Gupta, P. Garg","doi":"10.1109/ISPCC53510.2021.9609445","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609445","url":null,"abstract":"Energy conservation is always an important performance characteristic of any technology. The deployment of strategic sleep scheme in Visible light communication (VLC) system can prevent energy wastage. The pilot signal is efficiently utilized for switching between active and sleep states of VLC access points (APs). The results demonstrate the energy efficiency of the proposed scheme over always ON VLC system. The scheme is being utilized for multiuser scenario and idle probability of AP is analysed. Further, the effect of false activation due to unwanted signal is demonstrated through results.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116654411","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
GAMEOP: Software Quality Management Approach for Gaming Industry GAMEOP:游戏行业的软件质量管理方法
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609430
Ayushi Teotia, Shelly Garg
{"title":"GAMEOP: Software Quality Management Approach for Gaming Industry","authors":"Ayushi Teotia, Shelly Garg","doi":"10.1109/ISPCC53510.2021.9609430","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609430","url":null,"abstract":"The Software Development Lifecycle has been a crucial and vital part of Software Engineering, and with the advancements in technology is has become an essential task to decide on a suitable methodology; hence it is crucial to weigh the pros and cons of each model. With the digitalization of every aspect of life, even games are developed with utmost features and budget and time constraints. This paper cites the detailed study of Software Development Methodology along with a proposed theoretical and hybrid model GAMEOP for Game Development Lifecycle to scale up the development procedure that incorporates each phase of the development and rapidly builds modules that ensure the software quality management process and user needs at the same time.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"337 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115399389","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
Future Tactile Internet: Issues, Challenges and Applications 未来触觉互联网:问题、挑战和应用
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609388
Suman Bera, Hiresh Das, Sabuzima Nayak, Ripon Patgiri
{"title":"Future Tactile Internet: Issues, Challenges and Applications","authors":"Suman Bera, Hiresh Das, Sabuzima Nayak, Ripon Patgiri","doi":"10.1109/ISPCC53510.2021.9609388","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609388","url":null,"abstract":"Tactile Internet will provide haptic interactions and allow the transmission of a variety of talents through networks. The telemedical procedure, autonomous driving, extended reality, and modern cycle robotization are only a few examples of potential applications of the Tactile Internet. It will spawn diverse new technology for many applications, and will change the perspective of society due to emergence of the 5G and 6G communications, Internet of Things, and Edge Computing. This paper presents a discussion of the main aspects of the Tactile Internet and its future prospects. Moreover, it briefly explains Tactile Internet and its requirements. The paper also highlights communication and enabling technology to support the Tactile Internet. In addition, the applications empowered by the Tactile Internet are elaborated briefly.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"54 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114413614","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
A Note On Absolute Riesz Summability Factors 关于绝对Riesz可和因子的注解
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609413
S. Sonker, Rozy Jindal
{"title":"A Note On Absolute Riesz Summability Factors","authors":"S. Sonker, Rozy Jindal","doi":"10.1109/ISPCC53510.2021.9609413","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609413","url":null,"abstract":"In this article, we generate an extended result by Bor and Seyhan concerning absolute Riesz summability factors. Summability can be applied in various engineering disciplines for their research purpose also various physicists uses the concept of infinite series for their calculations and analysis of their results. Also, it can help to convert infinite series into partial sum or applicable sequence in linear manner and to reduce inaccuracy. By using the appropriate conditions previous results can be easily obtained. Further, we develop some well-known results from our main result.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"175 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115186393","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
An Extensive Systematic Review of RFID Technology Role in Supply Chain Management (SCM) RFID技术在供应链管理中的作用
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609414
V. Sriram, K. Raj, Kolachina Srinivas, Harikumar Pallathadka, Guna Sekhar Sajja, K. Gulati
{"title":"An Extensive Systematic Review of RFID Technology Role in Supply Chain Management (SCM)","authors":"V. Sriram, K. Raj, Kolachina Srinivas, Harikumar Pallathadka, Guna Sekhar Sajja, K. Gulati","doi":"10.1109/ISPCC53510.2021.9609414","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609414","url":null,"abstract":"To be successful in the supply chain, businesses must completely integrate all departments and partners, rather than just a few. Because of the automation it generates, technology is a “enabler” for SCM systems and improved efficiency. The technology involved in this may bring higher accuracy, better inventory management, and cost savings, all of which partners and customers like, but interacting with them is a smart way to retain the connection and keep them coming back. Many customers are already concerned that technology will take over, and although it does allow us to accomplish a lot more with a lot less, businesses must remember that communication is the cornerstone to all interactions. Technology has helped us to design better supply chain systems, and the following are a few that have proven fairly popular in SCM and connect well to RFID.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125438822","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: 11
Conducting Field Programmable Gate Array experiments using Augmented Reality and Virtual Reality: A Review 利用增强现实和虚拟现实进行现场可编程门阵列实验综述
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609365
Amanpreet Kaur, A. Mantri, K. Ramkumar, Bhanu Sharma
{"title":"Conducting Field Programmable Gate Array experiments using Augmented Reality and Virtual Reality: A Review","authors":"Amanpreet Kaur, A. Mantri, K. Ramkumar, Bhanu Sharma","doi":"10.1109/ISPCC53510.2021.9609365","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609365","url":null,"abstract":"Field Programmable Gate Array (FPGA) is a volatile semiconductor device that can be programmed or reprogrammed to the required functionality after manufacturing. FPGA is one of the computational units that are available with high computational speed and parallel processing. The Traditional way of conducting FPGA labs is not sufficient enough to cover wider range of the engineering students who are sitting at remote places and are not able to attend the regular FPGA classes. This paper gives a new direction of of virtual FPGA lab with the help of disruptive technologies of Augmented and Virtual Reality. There are no or very limited methods/techniques are employed yet to impart the virtual hands-on training on FPGA. Virtual laboratories will provide the flexibility to the students either to complete or to repeat the experiments at their own time and place without worrying about fixed time table of traditional labs.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127071078","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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