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

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Smart Hardware Development under Industrial IOT (IIOT) 4.0: A Survey Report 工业物联网(IIOT) 4.0下的智能硬件发展:调查报告
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609399
Vinay Bhatt, A. Bindal
{"title":"Smart Hardware Development under Industrial IOT (IIOT) 4.0: A Survey Report","authors":"Vinay Bhatt, A. Bindal","doi":"10.1109/ISPCC53510.2021.9609399","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609399","url":null,"abstract":"IIOT 4.0 is a technology build by IOT and implement on industry 4.0. In this review discuss on smart hardware development for industry 4.0 using IOT technology. IOT is merging with other advance technology such as cloud computing for storage, machine learning on artificial intelligence for data handling and analysis, block chain technology for security to data transmission and big data for large volume of data. We discuss the smart hardware for smart factory, which have more advance features like communication without interruption, security of data, easily communication between human and machine, connectivity between hardware and software and easily accessibility. The paper presents, benefits with limitations and challenges with objectives of IIOT 4.0 for smart hardware development under industry 4.0. The different research papers used for review of this work related to IIOT 4.0 systems.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"95 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":"132270165","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: 4
Future aspects on MEC (Mobile Edge Computing): Offloading Mechanism MEC(移动边缘计算)的未来:卸载机制
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609511
Aarti Sharma, Chander Diwakar
{"title":"Future aspects on MEC (Mobile Edge Computing): Offloading Mechanism","authors":"Aarti Sharma, Chander Diwakar","doi":"10.1109/ISPCC53510.2021.9609511","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609511","url":null,"abstract":"Mobile edge computing is a growing framework wherever services of cloud are extending to edge of the networks that support central stations. As we know that the computing technology is developing, so it may be useful to mobile gadgets, wireless, and wireline developments, with various stages i.e., software stage and hardware stage, situated at the edge of network in the neighborhood of user-agents. This manuscript provides a comprehensive review of MEC framework, related literature studies, and the development of technology in the MEC area. The framework of the MEC paradigm describes the definition of MEC, its architecture, and the related study of offloading mechanism and area of the applications. As a final point, security and privacy issues are also discussed.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"69 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":"115627603","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: 3
Rice Leaf Disease Detection: A Review 水稻叶病检测研究进展
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609473
Amandeep Kaur, Kalpna Guleria, N. K. Trivedi
{"title":"Rice Leaf Disease Detection: A Review","authors":"Amandeep Kaur, Kalpna Guleria, N. K. Trivedi","doi":"10.1109/ISPCC53510.2021.9609473","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609473","url":null,"abstract":"Agriculture is the primary source of income and livelihood in a number of countries. There exists a variety of the food crops out of which rice is considered as a main food crop especially in the Asian countries which is affected by the different diseases at the different stages. There are number of diseases that affect the quality and growth of the crop. Sometimes it’s very difficult to find out the disease in the traditional way or with naked eye at the earlier stage because some diseases have the same kind of symptoms. Whereas an automated system is very helpful to find the disease at the right time which will help the farmers to prevent the crop from damage in an earlier stage. To create an automated system different researchers have used different kinds of techniques like image processing, machine learning, deep learning etc. This paper reviews the literature of various types of diseases in rice crops and comparisons on the basis of accuracy, technique and dataset have been provided.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"90 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":"124773454","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: 3
Hyper-Parameters Tuning for Hyperspectral Image Classification 高光谱图像分类的超参数调优
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609398
S. S. Chava, Satya Lakshmi Tejaswini Gunnapaneni, S. Chakravarty
{"title":"Hyper-Parameters Tuning for Hyperspectral Image Classification","authors":"S. S. Chava, Satya Lakshmi Tejaswini Gunnapaneni, S. Chakravarty","doi":"10.1109/ISPCC53510.2021.9609398","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609398","url":null,"abstract":"Hyperspectral imaging is being applied in the field of Cosmology, farming, bioinformatics, medical devices, geology, physics, & monitoring are some of the fields covered. However, the hyperspectral data are multi-dimensional and noisy. Hence, it is challenging to classify data for meaningful use. Different machine learning algorithms are being used for classification. In this paper, three datasets namely such as Botswana, Pavia University Scene, Kennedy Space Center having spectral band of 145,103 and 176 respectively have been taken. Random forest and Support vector machines (SVM) algorithm have been used. The grid search method is used for tuning and finding out the best parameters for the respective model. The results obtained before and after tuning the hyperparameters have been compared. It has been discovered that the latter delivers superior results.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"117 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":"122989599","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
Design and Analysis of Smart Shoe for Women Safety in Different Terrain 不同地形下女性安全智能鞋设计与分析
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609492
Saransh Rohilla, Sannidhya Yadav, Nishant Jain
{"title":"Design and Analysis of Smart Shoe for Women Safety in Different Terrain","authors":"Saransh Rohilla, Sannidhya Yadav, Nishant Jain","doi":"10.1109/ISPCC53510.2021.9609492","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609492","url":null,"abstract":"Crimes committed against women are continuously increasing. Most of the crimes are committed when the woman is outside her residence and alone. In this paper an attempt has been made to develop a smart shoe to stop these atrocities against women. The Smart shoe consists of a force sensor placed in each shoe. On tapping the backside of the left shoe together with the left side of the right shoe, if the threshold is crossed by both the force sensors, an SOS message will be sent to the pre-saved contacts with the location coordinates every 30 seconds. To decrease the scope of error two sensors instead of one is used. The device will only be triggered if the threshold is crossed by both the sensors. Due to the position of the sensors the device gives accurate results in all the terrains. Thus resulting in no false alarm. Shoes were tested on level ground and on inclined ascent by two volunteers. Efficiency of the shoes designed is validated with the experimental results. The result obtained clearly shows that the device is highly accurate and only activated under certain parameters. If a woman is accompanied by a device which will alert her contacts if she is in distress, she will certainly feel safer and more confident.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"115 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":"123460282","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
Smart Shuttle Based Transformation system for Smart Cities 基于智能穿梭的智慧城市转换系统
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609438
Neil Francisco Araujo, R. Rajasekaran, Vijendra Singh
{"title":"Smart Shuttle Based Transformation system for Smart Cities","authors":"Neil Francisco Araujo, R. Rajasekaran, Vijendra Singh","doi":"10.1109/ISPCC53510.2021.9609438","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609438","url":null,"abstract":"The main aim of the paper is to develop a shared shuttle-based system in order to reduce congestion in cities and thereby reduce carbon dioxide emissions. There are multiple modules in this system but to summarize there exist two databases one containing user pickup and drop-off points, the other containing the available drivers and their current positions. The map is partitioned into hexagons in order to match users and drivers. 3 people can share a single car along with cargo thus reducing the footprint of overall passenger and cargo vehicles in cities. The system proposed is based on real-time foot traffic in the city. This data includes most busy times for particular restaurants, offices, etc. For example, if a 500 person office building finishes its workday at 5 pm then there will be a spike in taxi requests, this is preemptively known by the system and a fixed shuttle point is generated near the office with cars in waiting thus reduces the travel distance and fuel consumed by an individual taxi. This system will be the most effective when 100% of all vehicles in the city are used for shared transportation and travel the routes set by the system","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"133 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":"122881473","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
Workflow Automation for Implementing Customer Service Request Desk in Hotel Industry 实现酒店行业客户服务服务台的工作流程自动化
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609384
N. Goyal, Harpreet Singh
{"title":"Workflow Automation for Implementing Customer Service Request Desk in Hotel Industry","authors":"N. Goyal, Harpreet Singh","doi":"10.1109/ISPCC53510.2021.9609384","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609384","url":null,"abstract":"Workflow Automation is an inventive technique used to design, execute and automate the business process with the help of software tools. The automation has enhanced the proficiency and capability of a business process that are predominantly done by humans. With workflow automation, a business process would be efficient with reduced human errors and improves the overall efficiency. In this manuscript, the process to automate the customer service request desk in hotel industry is taken into consideration. Furthermore, automating the process for customer service request desk has been done that would help to maintain better customer relationship in hotels for travel and tourism sector.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"45 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":"130254107","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
Stripe Noise Removal from Remote Sensing Images 遥感图像的条纹噪声去除
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609457
P. Satya, Samudrala Jagadish, V. Satyanarayana, Maneesh Kumar Singh
{"title":"Stripe Noise Removal from Remote Sensing Images","authors":"P. Satya, Samudrala Jagadish, V. Satyanarayana, Maneesh Kumar Singh","doi":"10.1109/ISPCC53510.2021.9609457","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609457","url":null,"abstract":"Remote sensing images are in many domains used, including geographic, military, urban planning and environmental surveillance, but they are somewhat limiting their application due of additional stripe noise. Clear images from stripe pictures may be easily predicted in most existing stream noise reduction algorithms without considering the underlying characteristics of strip noise that cause the structure to be destroyed. Thus a new strategy was suggested in this study from the point of view of the image breakdown. The inherent qualities of strip noise and image properties are taken into consideration. The suggested methodology combines regularization, group regulation and television regularization in a framework for picture decomposition, into a (TV). The first two terms are used to execute stripe noise qualities through statistical analyses and regularization of the TV should evaluate the portions of the smooth structures of the stripe-free image. In addition, an effective alternating minimization methodology is proposed to solve the picture decomposition model.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"1 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":"129664777","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
A Study of Relevant Parameters Influencing Code Smell Prioritization in Object-Oriented Software Systems 面向对象软件系统中影响代码气味优先级的相关参数研究
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609478
Renu Verma, Kuldeep Kumar, H. Verma
{"title":"A Study of Relevant Parameters Influencing Code Smell Prioritization in Object-Oriented Software Systems","authors":"Renu Verma, Kuldeep Kumar, H. Verma","doi":"10.1109/ISPCC53510.2021.9609478","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609478","url":null,"abstract":"Code smells are indicators of some design flaws in the software code. The evolutionary property of an object-oriented software product increases the number of code smells with every release of a version of the product. These code smells like to hamper the quality of the software system. During software maintenance, it becomes cost and effort-intensive to eliminate such a large number of smells due to time and budget constraints. This demands the prioritization of code smells where the developers are with top severe smells to save time and effort. Before proposing any prioritization approach, it becomes important to Figure out the need for code smell elimination using different refactoring activities. Following this, it is imperative to understand the role of different relevant elements in code smell prioritization. To address this need, this paper highlights the drawbacks of code smells as well as provides an overview of several prioritization-related elements such as factors, subject programs, performance metrics, and detection tools. This would help the researchers in getting a preliminary understanding of various parameters that are crucial for proposing and validating code smell prioritization approaches.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"1 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":"130872393","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
Consensus Algorithms in Blockchain Technology 区块链技术中的共识算法
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) Pub Date : 2021-10-07 DOI: 10.1109/ISPCC53510.2021.9609412
Hemlata Kohad, Sunil Kumar, Asha Ambhaikar
{"title":"Consensus Algorithms in Blockchain Technology","authors":"Hemlata Kohad, Sunil Kumar, Asha Ambhaikar","doi":"10.1109/ISPCC53510.2021.9609412","DOIUrl":"https://doi.org/10.1109/ISPCC53510.2021.9609412","url":null,"abstract":"Many industries implement the blockchain for their application as it is a distributed ledger with a trust. The first application of blockchain is Bitcoin. Depending on the applicability of blockchain we have to consider different parameters and accordingly, we have to select the consensus algorithm. Consensus algorithm is the crucial part while designing any blockchain for the desired application. To confirm any transaction different consensus algorithms are used. In this paper, we will discuss different consensus algorithms. In addition to this, we will compare different algorithms concerning different parameters like time required to confirm the transaction, throughput, network used for the implementation. This article summarizes the factors to be considered while implementing the blockchain.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"1 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":"131336253","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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