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Hypertension Identification and Classification Based on Temporal Convolutional Networks and Support Vector Machines 3

Hypertension Identification and Classification Based on Temp...

引用

3rd international conference on Computer science, Electronic Information engineering and Intelligent control Technology, CEI 2023

作者： Cao, Yuming Jing, Huicheng Ge, Chao Gao, Yuxing School of Electrical Engineering North China University of Science and Technology Tangshan China

ISBN: (纸本)9798350372052

Hypertension, one of the most common cardiovascular diseases, may not have obvious symptoms in its early stages, making it difficult to detect through simple blood pressure tests. A deep learning method using electrocardiogram signals as the source has been proposed for automatic feature extraction and classification of hypertension. Firstly, electrocardiogram is processed using methods such as wavelet decomposition to locate and calculate RR-intervals. Then, re-model and extract features from the RR interval data using a Temporal Convolutional Network combined a Bidirectional Long Short-Term Memory Network, with added attention mechanism. Finally, a Support Vector Machine classifier optimized by the Dung beetle optimizer is used for hypertension recognition and classification. Simulations using datasets from the PhysioNet database, including shareedb, nsrdb, and nsr2db, show that the model achieves an accuracy, recall rate, specificity, and precision of 93.8%, 96.4%, 88.9%, and 94.3% respectively, with an F1-score of 95.3%. This method can timely identify hypertension, reminding patients to control their blood pressure through effective treatment to avoid adverse consequences. © 2023 IEEE.

关键词： Support vector machines

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The smart Cross-Layer Design for Congestion control in Wireless Networks 15

The smart Cross-Layer Design for Congestion Control in Wirel...

引用

15th international conference on computing Communication and Networking Technologies, ICCCNT 2024

作者： Giri, Rakesh Kumar Manju Bargavi, S.K. Kusum, Kriti Mishra, Abhinav Dhabliya, Dharmesh Jaison, B. Sunrise University Department of Computer Science & Engineering Alwar301028 India University Department of Computing Sciences And Information Technology Karnataka Bangalore India Symbiosis International University Department of Communication Design Pune India Chitkara University Centre of Research Impact and Outcome Punjab Rajpura140417 India Vishwakarma Institute of Technology Department of Information Technology Maharashtra Pune India R.M.K.Engineering College Department of Computer Science and Engineering Kavarapettai601206 India

ISBN: (纸本)9798350370249

The clever pass-layer layout for congestion management in wireless networks is a complete approach that leverages the interaction between community layers to develop efficient, dependable, and cozy Wi-Fi networks. This design combines the transport and MAC (media access control) layer protocols, which include TCP (transmission manage protocol) and IEEE (Institute of electrical and Electronics Engineers) 802.11, respectively, so that it will manage the flow of records and decrease congestion. It considers both packet-stage information, including packet arrival, inter-packet arrival, and packet size, as well as bodily layer parameters, including channel country information, multi-user variety, and interference. Also, it addresses the ISPs' necessity of changing transmission charges and granting the proper stability among throughput and honest distribution of assets to defend different programs. This layout should respond to modifications within the network quickly and efficiently to obtain the favored quality of service (satisfactory service). Additionally, the cross-layer layout needs to be flexible and sufficient to be extended to modern-day and future communique networks while configurable to specific varieties of networks for better deployment. © 2024 IEEE.

关键词： Combines Information Management Modifications Networks

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Smart Meter Based on FPGA for Battery Monitoring

Smart Meter Based on FPGA for Battery Monitoring

引用

2023 international conference on Circuit Power and computing Technologies, ICCPCT 2023

作者： Jenifer, L. Radhika, S. Sathyabama Institute of Science and Technology Department of Electrical and Electronics Engineering Chennai India

ISBN: (纸本)9798350333244

Battery management system analysis and design for mobile device battery monitoring is a revolutionary approach that incorporates the capability the battery which contains the battery management system into the mobile devices and this paper mainly focused on monitoring the BMS using smart meter based FPGA in cellphone and it contains four components. (i) smart charging (ii) balancing the battery (iii) discharging (iv) performing the operation in safe manner. A charging algorithm is given that the features is combined the pulse charging and multistage charging for charging the lithium ion battery pack Charging circuit of current control to be achieved with high loop near stability the proportional integral control technique is provided. The simulation result is demonstrated for smart charging and the capacity of battery is determined. The performance is based on the evaluation of monitoring in various temperature and its characteristics, pulse performance, peukert equation and the cells expected operating life span is measured. © 2023 IEEE.

关键词： Field programmable gate arrays (FPGA)

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Strong QoS and collision control in WLAN mesh and ubiquitous networks

Strong QoS and collision control in WLAN mesh and ubiquitous...

引用

2008 IEEE international conference on Sensor Networks, Ubiquitous, and Trustworthy computing, SUTC 2008

作者： Yeh, Chi-Hsiang Wu, Richard Dept. of Electrical and Computer Engineering Queen's University Kingston ON K7L 3N6 Canada

ISBN: (纸本)9780769531588

Quality of service (QoS) provisioning is critical to real-time applications such as VOIP and IPTV, but has not been resolved in multihop networks such as mesh and ad hoc networks. For multiple access in ubiquitous networks, energy efficiency is of the single most important design goal, and can be supported through power save and power control techniques. In this paper, we propose a class of MAC protocols based on binary countdown for strong differentiation capability and energy efficiency. A unique advantage for this class of protocols is that the collision rate can be significantly reduced or virtually eliminated. This collision rate issue is often ignored in QoS MAC and sensor MAC protocol designs, but is in fact indispensable for QoS and energy-efficient MAC since service quality will be otherwise considerably degraded due to exponentially increased backoff delay, and energy will be wasted unnecessarily. © 2008 IEEE.

关键词： Quality of service

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An automatic gain control digital time-division integrator for NFM in ITER utilizing campbelling technique

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2012 international conference on electrical and Electronics engineering, ICEE 2012

作者： Shiping, Li Xiufeng, Xu Hongrui, Cao Zejie, Yin Guoliang, Yuan Qingwei, Yang University of Science and Technology of China IHefei Anhui 230026 China Southwestern Institute of Physics Chengdu Sichuan 610041 China

ISBN: (纸本)9781461449805

In order to achieve the real-time neutron flux monitoring in the presence of high-level mixed neutrons and background rays, a Field Programmable Gate Array (FPGA)-based automatic Gain control Digital Time-division Integrator (AGCDTI) is employed for Neutron Flux Monitor (NFM) in international Thermonuclear Experimental Reactor (ITER). With Campbelling technique and digital time-division integration, AGCDTI can obtain the time evolution of the Campbell integral value, which is proportional to the neutron flux. And an auto gain controller is applied to increase the dynamic range and quantization precision of the count rate. In addition, the high background rays-inhibiting ability of AGCDTI can also be implemented via the combination of a blank chamber and a fission chamber. The experimental results show that the temporal resolution of AGCDTI can reach 0.1 ms, and its wide gain range is from -11.5 to 20 dB with the gain step being approximately 0.49 dB. Furthermore, AGCDTI can provide a wide linear dynamic range of count rate from 5×103 to 1.22×109 cps through the automatic gain control. These excellent performances demonstrate that AGCDTI can realize the anticipated goals of NFM perfectly. It will not only help to control, evaluate, and optimize plasma performance in ITER but also have potential applications wherever high-level mixed radiation fields need to be investigated, such as nuclear power stations, medical applications, and particle accelerators, and so on. © 2014 Springer science+Business Media New York.

关键词： Medical applications

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Early Detection and Diminution of DDoS attack instigated by compromised switches on the controller in Software Defined Networks 3

Early Detection and Diminution of DDoS attack instigated by ...

引用

3rd IEEE international conference on Distributed computing, VLSI, electrical Circuits and Robotics, DISCOVER 2019

作者： Sanjeetha, R. Pattanaik, Ashutosh Gupta, Anshul Kanavalli, Anita Ramaiah Institute of Technology affiliated to VTU Dept. of Computer Science and Engineering India

ISBN: (纸本)9781728137353

Software Defined Networks (SDN) provides separation of data plane and control plane, which can be used for implementing various network solutions like traffic engineering, intrusion detection load balancing, etc. However, there are few issues relating to SDN that needs to be addressed, one of them being Distributed Denial of Service (DDoS) attack on the centralized controller. Many researchers have contributed various solutions for identifying and mitigating such attacks. However, the intruders often find new ways of performing such DDoS attacks and hence the detection of such attacks takes more time and resources. In this paper, the aim is to demonstrate how a DDoS attack can be initiated on an SDN controller by the compromised switches whose idle and hard timeout values are manipulated to send repeated flow table entry requests to the controller. Furthermore, a solution is also proposed to detect such an attack within the second repeated request and mitigate it immediately. This solution is highly efficient as the attack is detected instantly instead of calculating a threshold based on the number of flow entry requests to identify whether the traffic is attack traffic or a genuine one. © 2019 IEEE.

关键词： controllers

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A Decentralized Paper Dissemination System Employing Blockchain Technology, Peer Review and Expert Badges 27

A Decentralized Paper Dissemination System Employing Blockch...

引用

27th international conference on System Theory, control and computing, ICSTCC 2023

作者： Bărbuţă, Delia-Elena Alexandrescu, Adrian Faculty of Automatic Control and Computer Engineering Gheorghe Asachi Technical University of Iaşi Iaşi Romania

ISBN: (纸本)9798350337983

Peer review represents the status-quo when it comes to evaluating research articles that are submitted to conferences and journals. The significance of a computer science article is given by the prestige of the publication and is correlated with the inclusion in the ISI Web of science index. This paper discusses the issues of the current paper publication paradigm and proposes a decentralized approach to the paper dissemination and the peer review processes. On the one hand, decentralization and transparency are obtained by employing smart contracts, through blockchain technology. On the other hand, an optimization of the paper rating system is obtained by employing a system of expert badges, based on NFTs, which ensure that the peer review process is just and that only specialists in the fields associated to the contributed paper offer proficient feedback. Other proposed facets include the remuneration of reviewers, a method of allowing the proposed system to expand based on the community's input, and a solution for allowing the organization of conferences. © 2023 IEEE.

关键词： Smart contract

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Modulation recognition of multi-signals via multi-resolution approach

Modulation recognition of multi-signals via multi-resolution...

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5th international conference on Wireless Communications, Networking and Mobile computing, WiCOM 2009

作者： Zhu, Bo Wan, Qun Shi, Rong Electrical Engineering Department University of Electronic Science and Technology of China Chengdu China National Information Control Laboratory Chengdu China

ISBN: (纸本)9781424436934

A modulation recognition method based on multi-resolution analysis for time-frequency overlapped multi-signals is proposed. These signals include wireless communication signals, RADAR signals and satellites signals in single channel. The algorithm extracts the characteristic points of mixed signal by the multi-resolution analysis firstly, and then separates them through polynomial curve fitting, finally, estimates the parameters for each signal, respectively. This method is able to estimating the number of mixed signal components, calculating their symbol rates, also recognizing their modulation types from few sampling data. The method doesn't need any prior information, and has much more adaptability and robustness. Computer simulations have verified its validity and practicability to the engineering for the first time. ©2009 IEEE.

关键词： Curve fitting

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Numerical study of Least Mean Square method for adjusting curves

Numerical study of Least Mean Square method for adjusting cu...

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international conference on electrical engineering, computing science and automatic control (CCE)

作者： José Antonio Medina Hernández Felipe Gómez Castañeda José Antonio Moreno Cadenas Department of Mathematics and Physics Universidad Autónoma de Aguascalientes Aguascalientes México Electrical Engineering Department CINVESTAV-IPN México México Centro de Investigacion y de Estudios Avanzados del Instituto Politecnico Nacional Ciudad de Mexico Ciudad de MÃ©xico MX

The adjustment of parameters within a function for modeling a set of observations is a very frequent task in many applied areas of science. There are sophisticated techniques to reach this goal, such as regression, use of gradients, neural networks, neurofuzzy modeling, genetic algorithms, swarm optimization, etc. In this paper numerical simulations are done about the efficiency and capacity of the Least Mean Square (LMS) algorithm to find an optimal set of parameters for adjusting a function to a set of observed data. Although the LMS method has been very used for minimization of errors and extraction of noise in signal processing systems, its capacities for regression and approximation have been not very often explored. Using simple examples, conditions on which the learning parameters can be adjusted to model a set of training data are explored, using a iterative learning process where the approximation of the stochastic error is recalculated immediately after any parameter is actualized. A description of the speed for convergence, as a function of the learning rate, is shown for the cases under study.

关键词： Least squares approximations Vectors electrical engineering Convergence Cities and towns Stochastic processes

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Design of fuzzy sliding controller based on cerebellar learning model 12th

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12th international conference on Industrial and engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 1999

作者： Fan, Heng-Kang Chen, Chih-Ming Hong, Chin-Ming Department of Electrical Engineering Kuang-Ku Institute of Technology and Commerce Taiwan Department of Electronic Engineering National Taiwan University of Science and Technology Taiwan Department of Industrial Education National Taiwan Normal University Taiwan

ISBN: (纸本)3540660763

As to the control of fuzzy sliding mode, this paper proposes a cerebellar learning model for on-line learning of the controller. Fuzzy sliding mode has excellent robustness to the system uncertainty and immunity to the noise of the external noise. As for the cerebellar learning mode, it possesses the advantages of easy and fast correction. The combination of the two leads to the design of a fuzzy sliding mode controller with self-learning capability to improve the short-comings of difficulties in setting up the regulations of fuzzy control. It also improves the system stability and enhances the effectiveness of the *** paper describes the implementation of a fuzzy sliding controller with cerebellar learning mode. After system simulation and capability test, it is applied to the control of slew-up, stand-on and positioning of a 360 ° inverted pendulum. © Springer-Verlag Berlin Heidelberg 1999.

关键词： Fuzzy control

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