2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS)最新文献

Identification of Urban Industry Life Cycle based on Rough Set Neural Network 基于粗糙集神经网络的城市工业生命周期识别

2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS) Pub Date : 2023-02-24 DOI: 10.1109/ICICACS57338.2023.10099992

Dan Li, Rui Huang

{"title":"Identification of Urban Industry Life Cycle based on Rough Set Neural Network","authors":"Dan Li, Rui Huang","doi":"10.1109/ICICACS57338.2023.10099992","DOIUrl":"https://doi.org/10.1109/ICICACS57338.2023.10099992","url":null,"abstract":"Taking urban economy as the background, a method of urban industry life cycle identification based on rough set neural network is proposed. First, the fuzzy clustering algorithm based on MDV function and information entropy is used to discretize the continuous attributes, and then the rough set theory is used to reduce the important index system. Finally, the training samples are input into the RBF neural network for learning and training, and the industrial life cycle stage of the test samples is judged. Urban industry life cycle recognition based on rough set neural network is used to identify the stages or stages of specific industries. This technology can be used in different industries, such as manufacturing, construction, etc. It is designed to help companies understand their business cycle and how to drive their business. The main idea behind this technology development is that there are many parameters that will affect the performance and success rate of any company. These parameters include: R&D investment; The main purpose of this technology is to clearly understand the current situation, future potential and growth prospects of any particular industry. How does urban industry life cycle recognition base on rough set neural network work? Rough set neural network has been used as a classification tool to analyze data from various sources, such as statistical data and market research reports. The fuzzy clustering algorithm based on MDV function and information entropy can effectively improve the discretization effect. Compared with the commonly used fuzzy evaluation method, this method has higher prediction accuracy for test samples, and is an effective and practical tool for urban industry life cycle identification.","PeriodicalId":274807,"journal":{"name":"2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115371115","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

Fitness App Design Based on “Internet +” and Big Data 基于“互联网+”和大数据的健身App设计

2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS) Pub Date : 2023-02-24 DOI: 10.1109/ICICACS57338.2023.10100297

Jingjing Jiang, Liyang Chen, Nan Li, Yanan Liang

引用次数: 0

Development of Miniature Wearable Ultra-Wideband Antenna Using Qualified Analysis of Different Substrate Material for BCC 基于不同衬底材料的微型可穿戴超宽带天线的研制

2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS) Pub Date : 2023-02-24 DOI: 10.1109/ICICACS57338.2023.10100012

M. A. Chimanna, Priyanka S Dhumal, Manisha J Sagede

{"title":"Development of Miniature Wearable Ultra-Wideband Antenna Using Qualified Analysis of Different Substrate Material for BCC","authors":"M. A. Chimanna, Priyanka S Dhumal, Manisha J Sagede","doi":"10.1109/ICICACS57338.2023.10100012","DOIUrl":"https://doi.org/10.1109/ICICACS57338.2023.10100012","url":null,"abstract":"In this paper we introduced an advance portable device using reliable wireless technology to trigger the communication between people and its nearby equipment's. Due to modernization now a days these electronic devices require the compatible miniature antenna. The compact size, low cost, better efficiency is the key requirement of the current research. This research work basically focused on the ultra-w notched type ultra-wide band antenna and is simulated using different substrate mounted on a ground which is generally some part of the ground surface. A rectangular substrate with dimensions 25mm×23mm×1.5mm is inserted within the ground and patch. The dimensions of radiating antenna which is placed on the substrate is 15mm×15mm×0.035mm for the Ultra-Wideband (UWB) antenna. The resonant frequency is 4.8GHz and 10.3GHz and its fractional bandwidth is 110% in the frequency range of the 3.1GHz to 10.7GHz. The simulation performed in HFSS 2021. All the parameters of the antenna are comparatively analyzed using the different types of the substrate materials like FR4, jeans, rubber, Rogers RT 5880 etc. and we have improved gain, SAR, efficiency parameters of an antenna. The proposed an antenna is applicable for on and off body centric communication.","PeriodicalId":274807,"journal":{"name":"2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114680871","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

Glaucoma Detection using HOG and Feed-forward Neural Network 利用HOG和前馈神经网络检测青光眼

2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS) Pub Date : 2023-02-24 DOI: 10.1109/ICICACS57338.2023.10099506

Ananya S, Manjula R. Bharamagoudra, B. P, Rahul R Pujari, Vachan A Hanamanal

{"title":"Glaucoma Detection using HOG and Feed-forward Neural Network","authors":"Ananya S, Manjula R. Bharamagoudra, B. P, Rahul R Pujari, Vachan A Hanamanal","doi":"10.1109/ICICACS57338.2023.10099506","DOIUrl":"https://doi.org/10.1109/ICICACS57338.2023.10099506","url":null,"abstract":"The second most common cause of blindness in the world is glaucoma. It is an eye condition that doesn't show any early symptoms until considerable vision loss has already taken place. To reduce the risk of vision loss, glaucoma diagnosis is therefore crucial. This study provides an assessment of detecting retinopathy, glaucoma, and healthy images using a feature extraction method called Histogram of Oriented Gradients (HOG), and feed-forward neural network used as a classifier to classify the refunds images. The Contrast Limited Adaptive Histogram Equalization (CLAHE) method, morphology-based homomorphic filter, wavelet-based homomorphic filter, andmulti-scale top-hat transformation can all be used to enhance retinal images and increase their quality and dynamic range. Retinal fundus images are enhanced to increase contrast and bring out the retinal vessels. From the HOG we extracted the different mean, variance, Skewness, kurtosis, entropy, and energyfeatures set. Further, the extracted features set are given to the feedforward neural networks to classify the images.","PeriodicalId":274807,"journal":{"name":"2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116639017","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

Dimensional Reduction Method based on Big Data Techniques for Large Scale Data 基于大数据技术的大规模数据降维方法

2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS) Pub Date : 2023-02-24 DOI: 10.1109/ICICACS57338.2023.10100261

Makhan Kumbhkar, Pranjal Shukla, Yashwardhan Singh, R. Sangia, Dharmesh Dhabliya

{"title":"Dimensional Reduction Method based on Big Data Techniques for Large Scale Data","authors":"Makhan Kumbhkar, Pranjal Shukla, Yashwardhan Singh, R. Sangia, Dharmesh Dhabliya","doi":"10.1109/ICICACS57338.2023.10100261","DOIUrl":"https://doi.org/10.1109/ICICACS57338.2023.10100261","url":null,"abstract":"In the age of big data, analysing complex and enormous amounts of data costs time and money and might result in mistakes and misunderstandings. Therefore, bad inference and decision-making, and occasionally irreversible and catastrophic occurrences, could result from imprecise and mistaken reasoning. On the other hand, effective administration and use of priceless data can considerably expand knowledge and lower costs through preventive measures. Time-to-event and survival data analysis are the cornerstones of risk assessment in this area and play a crucial part in estimating the likelihood of numerous occurrences, including the failure of a device or component. As a result, before beginning any analytic process, it is desirable to apply appropriate approaches to effectively reduce large-scale, huge, and complex data, especially in terms of variables. To minimize the abovementioned decision-making challenges and to make survival data and failure analysis easier, we offer an applied data reduction strategy in this research that enables us to obtain appropriate multiclass classification in large dimensionality data and huge datasets. In order to estimate the risk in addition make decisions in the context of a complex analysis of big volume in survival analysis, this research presents an applied analysis data and attribute selection methodology.","PeriodicalId":274807,"journal":{"name":"2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116700702","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 Energy Efficient and Reliable Strategies for Intra-Cluster and Inter-Cluster Communications in Wireless Sensor Networks 无线传感器网络簇内和簇间通信的节能可靠策略

2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS) Pub Date : 2023-02-24 DOI: 10.1109/ICICACS57338.2023.10099644

Kavitha Rani Balmuri, S. J, S. Arvind, Bechoo Lal, S. Kumari. C

{"title":"An Energy Efficient and Reliable Strategies for Intra-Cluster and Inter-Cluster Communications in Wireless Sensor Networks","authors":"Kavitha Rani Balmuri, S. J, S. Arvind, Bechoo Lal, S. Kumari. C","doi":"10.1109/ICICACS57338.2023.10099644","DOIUrl":"https://doi.org/10.1109/ICICACS57338.2023.10099644","url":null,"abstract":"The development and widespread adoption of numerous wireless technologies are opening the door to novel forms of remote monitoring. Because of their adaptability, performance, low cost, and mobility, sensing devices are gaining in popularity. Due to their portability and flexibility, Wireless Sensor Networks (WSN) can be a viable alternative to hardwired infrastructure in geographically dispersed settings. There has been a rise in their popularity due to their capacity to detect and report changes in a wide range of environmental and physical variables, including temperature, sound, vibration, pressure, and many more. The primary goal of this study is to identify intra- and inter-cluster communication protocols that are suitable in terms of energy efficiency, scalability, and dependability. At this stage, the specified region is partitioned into clusters, and the leader nodes of those clusters are chosen according to predetermined criteria. Once a cluster has formed, periodic and aperiodic data can be sensed and communicated among members using appropriate MAC protocols. In order to take advantage of the best features of CSMA/CA and variable TDMA, these protocols need a third, hybrid way of data sensing. As a result, the proposed protocols require less power to run while still providing excellent reliability and scalability for a static network's periodic and event-based data transmission.","PeriodicalId":274807,"journal":{"name":"2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121111443","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

Fuzzy Logic Based Deep Learning Approach (FRNN) for Autism Spectrum Disorder Detection 基于模糊逻辑的深度学习方法在自闭症谱系障碍检测中的应用

2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS) Pub Date : 2023-02-24 DOI: 10.1109/ICICACS57338.2023.10099529

K. R, P. Ranjana

引用次数: 0

Prevalent Cyber Attacks and Defense 普遍的网络攻击和防御

2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS) Pub Date : 2023-02-24 DOI: 10.1109/ICICACS57338.2023.10099516

Varun Reddy B, R. S.

引用次数: 0

Comparison of Performance of Fractional Order PID Controller with Conventional Controller for Industrial Applications 分数阶PID控制器与传统控制器在工业应用中的性能比较

2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS) Pub Date : 2023-02-24 DOI: 10.1109/ICICACS57338.2023.10099955

Rachna Betala, S. Nangrani

{"title":"Comparison of Performance of Fractional Order PID Controller with Conventional Controller for Industrial Applications","authors":"Rachna Betala, S. Nangrani","doi":"10.1109/ICICACS57338.2023.10099955","DOIUrl":"https://doi.org/10.1109/ICICACS57338.2023.10099955","url":null,"abstract":"The controller plays a vital role in any industrial application. There is much research in the field of controllers, and the more flexible and robust one is the Fractional order controller. This point is proved by MATLAB Simulation in this paper. As PID controllers hold almost 90 percent of the control system in industries, simulation is carried out over Fractional order PID controllers. Better control flexibility provided by fractional order PID has made it possible to achieve the desired output in industrial applications in comparison to traditional integer order PID controllers. Thus, in recent years, both scholastic and corporate researchers have focused on fractional order proportional-integral-derivative (FOPID) controllers. In this paper, we have presented the superiority of non-integer order PID (FOPID) over PID using MATLAB simulation using two examples of industrial applications such as liquid level controllers and dc motor speed control. Liquid level control system and dc motor speed control system are first order and second order industrial system respectively simulated in the paper.","PeriodicalId":274807,"journal":{"name":"2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125405355","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

Research on Key Technologies of Sensing and Communication for Distributed Photovoltaic Applications 分布式光伏应用传感与通信关键技术研究

2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS) Pub Date : 2023-02-24 DOI: 10.1109/ICICACS57338.2023.10099985

Yan Ma, Dejian Li, Xiaoyi Zhang, Jiaguo Chen

{"title":"Research on Key Technologies of Sensing and Communication for Distributed Photovoltaic Applications","authors":"Yan Ma, Dejian Li, Xiaoyi Zhang, Jiaguo Chen","doi":"10.1109/ICICACS57338.2023.10099985","DOIUrl":"https://doi.org/10.1109/ICICACS57338.2023.10099985","url":null,"abstract":"In the new power system where the proportion of new energy is gradually increasing, a large number of photovoltaic power sources are distributed, random large loads, power electronic devices are continuously connected and applied, and the power grid becomes an active distribution network with multiple power sources, and its operation situation also shows strong randomness and uncertainty. In order to ensure the stable operation of the power grid, it is necessary to carry out real-time transmission from multiple dimensions based on complex sensing data, accurately predict grid connected power change, load change, reverse power flow overload, low-voltage and low-frequency load shedding and other indicators and identify faults. At present, there is a lack of power in multidimensional situation prediction and data communication stability. Therefore, this study conforms to the new power system multidimensional situation awareness and fusion communication architecture scheme, The IoT architecture of hierarchical collaborative control and transmission is proposed. The comprehensive performance of data access under the distributed photovoltaic access scenario is further improved by using the communication scheme strategy of carrier, wireless and wired collaborative optimization, and the capability of high-speed collection, high-speed transmission, accurate sensing and orderly control of massive node feature information for grid connected access is effectively improved.","PeriodicalId":274807,"journal":{"name":"2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125496184","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