检索结果-内蒙古大学图书馆

Data mining technology information integration for maximum entropy classification models

AIP Conference Proceedings 2022年第1期2519卷

作者： R. Meenakshi K. Meenakshi M. D. Ashfaqul Hasan S. Prabagar 1Department of Computer Science Engineering Chennai Institute of Technology Chennai Tamil Nadu India 2Department of Computer Science Engineering SRM Institute of Science and Technology Vadapalani Campus Chennai Tamil Nadu India 3Department of Computer Science Engineering Mallareddy Institute of Engineering and Technology Hyderabad Telangana India 4Department of Computer Science Engineering Nalla Malla Reddy Engineering College Hyderabad Telangana India

If sample data disperses information like classification rules, these regulations can need to be combined and fused. This is usually done by combining either the classification outputs, like the classification ensemble, or by incorporating the collection of classification laws by independently weighing them. In this paper, we introduce a new way of assembling classifiers with parameters of classifiers. The technique is based on the use for regression analysis distributions in normative input dimensions of generative probabilistic graders and on nonparametric wave function for continuous. We also spread over classification parameters such as Dirichlet or regular Wishart. These populations are classified as populations of high or second order. We prove that two or more classificatory can be used by multiplying the hyper distributions of variables and drawing simple formulas for the assignment. Any research reveals how this modern approach is described. The primary advantage of this fusion approach is the conservation of hyper distribution in the fusion phase. For starters, the fused components can be used in the organized training steps.

关键词：

来源：评论

学校读者我要写书评

暂无评论

Medical health data privacy preservation using smart contract

引用

AIP Conference Proceedings 2022年第1期2451卷

作者： Alpesh Vaghela Suthar Anil Kumar 1Department of Computer Science Gujarat Technological University Gujarat India 2New L J Institute of Engineering and Technology Gujarat Technological University Gujarat India

This paper describes a blockchain-based privacy preservation scheme for medical health records. IoT, e-health, and cloud-based hospital management systems have all become important components of our healthcare system. Hospital patient data is extremely sensitive and preserving patient data privacy appears to be difficult. The current method for data storage is to use a cloud storage system. All of this is done through a centralized system, and some management people control everything, which increases the risk of a data breach. We propose a smart contract-based blockchain architecture for the privacy of medical health data. The key features of blockchain are immutability and user confidentiality. We use IoT applications to take advantage of blockchain technology and eliminate its disadvantages, such as low throughput, high overhead, and latency. To that end, we’re clustering the BC miners and sending data to the nearest patient cluster with various keywords and multi-functionality, it supports secure data management.

关键词：

来源：评论

学校读者我要写书评

暂无评论

A new Wi-Fi symbol shaped microstrip antenna for the fifth generation (5G) applications

引用

AIP Conference Proceedings 2022年第1期2386卷

作者： Bassam R. Mohammed Doaa M. Abbas Haidar Zaeer Dhaam 1Department of Computer Techniques Engineering College of Technical Engineering University of Al-Kafeel Iraq 2Department of Laser and Electro Optics Technical Engineering Technical Engineering College\Najaf Al-Furat Al-Awsat Technical University (ATU) Iraq

This paper introduces a new design of an antenna called a WI-FI shape microstrip antenna (WI-FI SMA). The simulator CST Studio Suite 2018 is used in the design. The band frequencies achieved from results consider one requirement of the 5G applications. The WI-FI SMA antenna operating at a resonating frequency of 29.321 GHz with reflection coefficient of −29.63 dB. The value of radiation efficiency is 99%, this value is considered very high compared with other researches. High gain was obtained (5.67 dB) with −2 dB sidelobe. The port that used in WI-FI SMA is called Waveguide feedline port. The smaller antenna size, more suitable for communication equipment and broadcasting stations.

关键词：

来源：评论

学校读者我要写书评

暂无评论

Characterization of State-Preparation Uncertainty in Quantum Key Distribution

引用

Physical Review Applied 2023年第1期19卷 014048-014048页

作者： Anqi Huang Akihiro Mizutani Hoi-Kwong Lo Vadim Makarov Kiyoshi Tamaki Institute for Quantum Information & State Key Laboratory of High Performance Computing College of Computer Science and Technology National University of Defense Technology Changsha 410073 People’s Republic of China Graduate School of Engineering Science Osaka University Toyonaka Osaka 560-8531 Japan Department of Electrical & Computer Engineering and Department of Physics Centre for Quantum Information and Quantum Control (CQIQC) University of Toronto Toronto Ontario M5S 3G4 Canada Department of Physics University of Hong Kong Pokfulam Hong Kong Quantum Bridge Technologies Inc. 100 College Street Toronto Ontario M5G 1L5 Canada Russian Quantum Center Skolkovo Moscow 121205 Russia Shanghai Branch National Laboratory for Physical Sciences at Microscale and CAS Center for Excellence in Quantum Information University of Science and Technology of China Shanghai 201315 People’s Republic of China NTI Center for Quantum Communications National University of Science and Technology MISiS Moscow 119049 Russia Faculty of Engineering University of Toyama Gofuku 3190 Toyama 930-8555 Japan

To achieve secure quantum key distribution, all imperfections in the source unit must be incorporated in a security proof and measured in the lab. Here we perform a proof-of-principle demonstration of the experimental techniques for characterizing the source phase and intensity fluctuation in commercial quantum key distribution systems. When we apply the measured phase-fluctuation intervals to the security proof that takes into account fluctuations in the state preparation, it predicts a key distribution distance of over 100km of fiber. The measured intensity fluctuation intervals are, however, so large that the proof predicts zero key, indicating a source improvement may be needed. Our characterization methods pave the way for a future certification standard.

关键词： Fluctuations & noise Optical quantum information processing Quantum cryptography Quantum engineering Quantum state engineering

来源：评论

学校读者我要写书评

暂无评论

Design implementation of smart fish pond monitoring system using IoT

引用

AIP Conference Proceedings 2023年第1期2523卷

作者： S. V. Tresa Sangeetha P. G. Kuppusamy V. Chandrasekaran A. Sangeerani Devi 1Department of Engineering University of Technology and Applied Science-Al Mudabah Muladdah South Batinah Sultanate of Oman. 2Department of Electronics and Communication Engineering Siddharth Institute of Engineering and Technology Puttur Andhra Pradesh India 3Department of Medical Electronics Velalar College of Engineering and Technology Thindal Tamil Nadu India 4Department of Computer Science and Engineering Sri Sairam Engineering College Chennai Tamil Nadu India

The present approach aims to provide safe and safe production of high-quality seafood by keeping regular levels of water in the fish tank by helping fish pool owners. The flow of high or low water into the fish pond solves the problem of killing fish in a fish tank for the long term. Every grade of water can impact animal health alone. The water flow in fish ponds describes how to check it every day. We need to check the parameters of the water on a regular basis. It symbolizes high water quality standards and bad water quality ponds and how they need to be improved. It is advised that the precondition for increasing output should be given priority to guarantee sustained fresh quality. Water quality parameters therefore maintain a balance; culture is the cornerstone for living creatures' health and growth. The water quality metrics should be monitored and evaluated regularly.

关键词：

来源：评论

学校读者我要写书评

暂无评论

Outage Performance of Uplink Rate Splitting Multiple Access with Randomly Deployed Users

arXiv

引用

arXiv 2022年

作者： Lu, Huabing Xie, Xianzhong Shi, Zhaoyuan Lei, Hongjiang Zhao, Nan Cai, Jun The Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education Dalian University of Technology Dalian116024 China The School of Computer Science and Technology Chongqing University of Posts and Telecommunications Chongqing400065 China The Key Laboratory of Intelligent Perception and Computing of Anhui Province Anqing Normal University Anqing246011 China The School of Communication and Information Engineering Chongqing University of Posts and Telecommunications Chongqing400065 China Department of Electrical and Computer Engineering Concordia University MontrealQCH3G 1M8 Canada

With the rapid proliferation of smart devices in wireless networks, more powerful technologies are expected to fulfill the network requirements of high throughput, massive connectivity, and diversify quality of service. To this end, rate splitting multiple access (RSMA) is proposed as a promising solution to improve spectral efficiency and provide better fairness for the next-generation mobile networks. In this paper, the outage performance of uplink RSMA transmission with randomly deployed users is investigated, taking both user scheduling schemes and power allocation strategies into consideration. Specifically, the greedy user scheduling (GUS) and cumulative distribution function (CDF) based user scheduling (CUS) schemes are considered, which could maximize the rate performance and guarantee scheduling fairness, respectively. Meanwhile, we re-investigate cognitive power allocation (CPA) strategy, and propose a new rate fairness-oriented power allocation (FPA) strategy to enhance the scheduled users' rate fairness. By employing order statistics and stochastic geometry, an analytical expression of the outage probability for each scheduling scheme combining power allocation is derived to characterize the performance. To get more insights, the achieved diversity order of each scheme is also derived. Theoretical results demonstrate that both GUS and CUS schemes applying CPA or FPA strategy can achieve full diversity orders, and the application of CPA strategy in RSMA can effectively eliminate the secondary user's diversity order constraint from the primary user. Simulation results corroborate the accuracy of the analytical expressions, and show that the proposed FPA strategy can achieve excellent rate fairness performance in high signal-to-noise ratio region. Copyright © 2022, The Authors. All rights reserved.

关键词： Wireless networks

来源：评论

学校读者我要写书评

暂无评论

Sedimentary aquifer accessing using 2-D resistivity imaging, case study: Blang Bintang, Aceh Besar

引用

AIP Conference Proceedings 2023年第1期2613卷

作者： Muhammad Syukri Zul Fadhli Amsir Sabrian Tri Anda Rini Safitri 1Department of Physics Faculty of Sciences Syiah Kuala University Darussalam Banda Aceh 23111 Indonesia. 2Department of Geophysics Engineering Faculty of Engineering Syiah Kuala University Darussalam Banda Aceh 23111 Indonesia. 3Faculty of Computer and Multimedia University of National Islamic Indonesia Indonesia

Water is a major issue that faced by the settlement area in most country around the world. Moreover, if the settlement is located in metropolis city. Based on those reasons, the authors triggered to conduct the study regarding the identification of potential aquifer. The study carried out in Blang Bintang (Aceh Besar) by utilized 2D resistivity method. The 2D resistivity survey lines were conducted with 5 m minimum electrode spacing using pole-dipole array, and the results validated with existing borehole record. The bore-log identified aquifer zone located between sandy clay and clay with depth of 56-67 m. The 2D resistivity results shows the aquifer layer located at depth of 55-70 m with resistivity value of 30-45 Ωm. Both data are significantly consistent. It can be concluded that the aquifer can be identify using 2D resistivity imaging using any available array, but the resistivity values vary depend on their geology setting.

关键词：

来源：评论

学校读者我要写书评

暂无评论

On the Energy Self-Sustainability of IoT via Distributed Compressed Sensing

引用

China Communications 2020年第12期17卷 37-51页

作者： Wei Chen Nikos Deligiannis Yiannis Andreopoulos Ian JWassell State Key Laboratory of Rail Traffic Control and Safety Beijing Jiaotong UniversityBeijing 100044China Electronics and Informatics department Vrije Universiteit BrusselBrussel Pleinlaan 21050Belgium Department of Electronic and Electrical Engineering University College LondonLondon WC1E 6BTU.K. Computer Laboratory University of CambridgeCambridge CB30FDU.K imec Kapeldreef 75B-3001 LeuvenBelgium

This paper advocates the use of the distributed compressed sensing(DCS)paradigm to deploy energy harvesting(EH)Internet of Thing(IoT)devices for energy *** consider networks with signal/energy models that capture the fact that both the collected signals and the harvested energy of different devices can exhibit *** provide theoretical analysis on the performance of both the classical compressive sensing(CS)approach and the proposed distributed CS(DCS)-based approach to data acquisition for EH ***,we perform an in-depth comparison of the proposed DCSbased approach against the distributed source coding(DSC)*** performance characterizations and comparisons embody the effect of various system phenomena and parameters including signal correlation,EH correlation,network size,and energy availability *** results unveil that,the proposed approach offers significant increase in data gathering capability with respect to the CS-based approach,and offers a substantial reduction of the mean-squared error distortion with respect to the DSC system.

关键词： distributed compressed sensing energy harvesting internet of things energy self-sustainability

来源：评论

学校读者我要写书评

暂无评论

Lo-Ra based covid patient health detecting system

引用

AIP Conference Proceedings 2023年第1期2523卷

作者： Darpan Majumder S. Mohan Kumar D. V. Ashoka A Shajin Naragunam 1Department of Information Science and Engineering New Horizon College of Engineering Research Centre Visvesvaraya Technological University (VTU) Bangalore Karnataka India. 2Department of Computer Science and Engineering Nagarjuna College of Engineering & Technology Bangalore Karnataka India. 3Department of Information Science and Engineering JSS Academy of Technical Education Bangalore Karnataka India. 4Faculty of Information and Computer Engineering Noorul Islam Centre for Higher Education Kanyakumari Tamil Nadu India.

Coronavirus is an authentic WHO-proclaimed pandemic disease. Qualified professionals and medical care organizations experienced significant conditions across the world. In addition, the governmental authority develops a significant technique to alleviate the disease, to lock the nations. In this article, we proposed the covid detection system among the people by using several sensors embedded in a device to detect the people's disease. This system uses the Lora module for communication for the doctor's unit. IoT-based health networks attempt to improve health services quality through real-time data collecting and analysis. However, there are significant disadvantages with standard IoT systems. For example, they cannot function efficiently in locations with poor or unstable Internet. The solution to the question of internet services is a feasible option with technology like LPWAN (Low Power Wider Network), such as full-scale order elements, viz. Lora. The monitoring system plays a crucial role in diagnostic procedures and treatment.

关键词：

来源：评论

学校读者我要写书评

暂无评论

Land use and land cover classification using Landsat-8 multispectral remote sensing images and long short-term memory-recurrent neural network

引用

AIP Conference Proceedings 2022年第1期2452卷

作者： Vignesh T. Thyagharajan K. K. R. Beaulah Jeyavathana Prasanna Kumar R. 1Department of Computer Science and Engineering Koneru Lakshmaiah Education Foundation Vaddeswaram Andhra Pradesh India 2Department of Electronics and Communication Engineering R.M.D Engineering College Chennai India 3Department of Computer Science and Engineering Saveetha School of Engineering Saveetha Institute of Medical and Technical Sciences Thandalam Chennai India 4Department of Computer Science and Engineering Amrita School of Engineering Amrita Vishwa Vidyapeetham Chennai India

Land use and land cover (LULC) classification are one of the important tasks to monitor the various land cover resources of the earth. In this research work, we have proposed a novel idea to classify the Landsat-8 multispectral remote sensing images. Machine learning and Deep learning algorithms play a very important tool to classify these multispectral images into various land cover classes such as cloud, water, forest, urban area, plantation, and cropland. In this paper, Long Short-Term Memory (LSTM) of Recurrent neural network (RNN) is used to achieve high-level classification accuracy and solve the memory problem issues which can be occurred at internal state. Our proposed work proved that; it resolved the gradient problem of recurrent neural networks. The Real-time experiment was conducted by Landsat-8 image and proposed work compared with traditional RNN and fuzzy c-means (FCM). The proposed method achieved 97.58% classification accuracy for the Landsat-8 image.

关键词：

来源：评论

学校读者我要写书评

暂无评论

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案：

请选择收藏分类：

通借通还

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：