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Leveraging Vehicle Predictive Analytics through Adaptive Learning and Cloud-Aided sensor Fusion 4

Leveraging Vehicle Predictive Analytics through Adaptive Lea...

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4th ieee international conference on Electrical, Computer, and Energy Technologies, ICECET 2024

作者： Moussa, Mohamed Mounir Alazzawi, Lubna Wayne State University Electrical and Computer Engineering DetroitMI United States

ISBN: (纸本)9798350395914

this study presents an innovative framework that integrates adaptive learning and cloud-based sensor fusion in order to improve the prediction of vehicle dynamics using passive data from vehicular sensors. the methodology aims to improve autonomous vehicles by harnessing relevant Advanced Driver-Assistance systems (ADAS) features using real-time data from a network of vehicles to continuously improve predictive models. this system enhances the interpretation of data from many sources by combining sensor fusion and machine learning. By adapting to new information, it achieves precise real-time predictions. An optimization approach is introduced to streamline the implementation of cloud-based systems and minimize computational requirements. the effectiveness and adaptability of the framework surpasses those of conventional models, as demonstrated by empirical evidence. this highlights the capacity of the paradigm to radically revolutionize vehicle automation by allowing for more accurate prediction of vehicle dynamics. this study signifies an advancement in the enhancement of transportation that is both safer and more effective by utilizing collective data from vehicles to continuously improve and acquire knowledge. © 2024 ieee.

关键词： Advanced driver assistance systems

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Alerting of Acid Rain Using Rain sensor, pH sensor and SO2 sensor on Street Lights 4

Alerting of Acid Rain Using Rain Sensor, pH Sensor and SO2 S...

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4th international conference on Electronics and Sustainable Communication systems, ICESC 2023

作者： Shalini, thirmalreddy Mary Ancy Jenifer, J. Shiju, Benson K Gayathri, S.R. Karunya Institute of Technology and Sciences Dept. of Cse Coimbatore India

ISBN: (纸本)9798350300093

When atmospheric precipitation has a pH value below 5.6 it is referred to as acid deposition and it is also known as acid rain. Acid rain has various effects on different living and non-living things. Acid rains causes respiratory diseases such as asthma, pneumonia and permanent lung damage. Acid rain measurement has significant referential value for choosing protective measures. this proposed model uses SO2 sensor, pH sensor and rain detection sensor to detect the pH level of the rain water. the above sensors are placed on the street light of the roads which is also integrated with an alarm system that is used to indicate people about the acid rain. © 2023 ieee.

关键词： Acid rain

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Enhancing Qos and Energy Efficiency in Routing Protocols for Wireless sensor Networks 4

Enhancing Qos and Energy Efficiency in Routing Protocols for...

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4th ieee international conference on ICT in Business Industry and Government, ICTBIG 2024

作者： Prasath, S. Ram Sharma, Divya Sheril, S. Garg, Prateek Reddy, M. Sudhakara Wasatkar, N.N. Karpagam College of Engineering Department of Electronics and Communication Engineering Coimbatore641032 India Chitkara University Centre of Research Impact and Outcome Punjab Rajpura140417 India Prince Shri Venkateshwara Padmavathy Engineering College Department of Mech Chennai127 India Chitkara University Chitkara Centre for Research and Development Himachal Pradesh 174103 India School of Sciences Physics & Electronics Karnataka Bangalore India Vishwakarma Institute of Technology Pune India

ISBN: (纸本)9798331518981

In recent years, Wireless sensor Networks (WSNs) have been leading studies and developments. sensors, CPUs, and Bluetooth communication modules are in battery-operated remote sensor nodes. WSNs intentionally monitor and gather data on humidity, temperature, illumination, stress, and vibrations. Using wireless transmission, a centralized base station (BS) or gateways sends the data to a centralized server for processing and evaluation. In an evenly distributed network, cluster leaders are elected by maximum remaining energy and minimal base station distance using mobile sensor network methods. Based on simulations, our protocol surpasses LEACH in network lifespan, usage of energy, packet transfer, and rounds. Further FEEC protocols are suggested for WSNs with low properties. FEEC protocol sends statistics from regular stations to a superior cluster head (SCH) for dissemination to the primarily Station. Network efficiency is enhanced by FEEC compared to LEACH, SEP, TSEP, and CAFL. the suggested FEEC protocol with SCH improves network lifespan and packet delivery ratio (PDR) according to simulation findings. Monitoring regions with the base station in the middle or outdoor of the intended field is possible with this protocol. Simulations reveal that including SCH into the suggested FEEC technique increases the network's lifespan and the delivery of packets ratio, while experiments demonstrate that FEEC beats LEACH, SEP, TSEP, and CAFL with higher packet delivery rates and greater number of active nodes. © 2024 ieee.

关键词： sensor nodes

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Game-theory Model of a Two-Level Hierarchical Game with distributed Control 4

Game-Theory Model of a Two-Level Hierarchical Game with Dist...

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4th ieee international conference on Smart Information systems and Technologies, SIST 2024

作者： Chernov, Serhii Titov, Serhii Chernova, Liudmyla Chernova, Liubava Chinibayeva, Tolganay Trushliakov, Eugeniy Department of Technology & Information System Management National Ship Building University named after Admiral Makarov Ukraine Mykolaiv Ukraine Computer Engineering Department International University of Information Technology Almaty Kazakhstan Department of Air Conditioning & Refrigeration Department National Ship Building University named after Admiral Makarov Ukraine Mykolaiv Ukraine

ISBN: (纸本)9798350374865

Synergic soundness of combining activities of competence points at managing a particular item being a player in a hierarchical game was confirmed as per the game and theoretical pattern. An arbitrary set comprising a couple of points of intelligence was studied as a bi-level hierarchical game. Authors have scrutinized all prerequisites for antagonism and game equilibrium, they have confirmed the efficiency of strategies of merger or cooperation of the player management centers in a system with distributed control. the thesis is exploring the elaborated methodology of investigating propositions raised by crew personnel towards precluding contradictory statuses within the phase of the crew foundation. the scrutinized procedure is built-up on fundamentals of the game and theory ideas. Controversies among multiple crew players basically emerge during the crew establishing period. For a program leader, the main assignment is to reveal a deviating status beforehand enough and to discover a path forward to solve the same for the benefit of every crew player and with no injury to the crew activities in the whole. A crew that was constituted towards fulfilment of a joint project frequently faces a position in which a couple of players involved in it form their deviating opinion about the concepts of the ultimate produce establishing. In that situation, either of the players possesses a vast knowledge in elaborating produces and activities of such kind in a series of crews belonging to their practical skills. © 2024 ieee.

关键词： Efficiency

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the Development of ID System for Detecting Attacks in WSN through Ontology Method and its Strategy 4

The Development of ID System for Detecting Attacks in WSN Th...

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4th ieee international conference on Advance computing and Innovative Technologies in Engineering, ICACITE 2024

作者： Sheela, M.Sahaya Venkateswarlu, Maninti Donald, Cecil Kadiri, Padmaja Al-Hameed, Mazin R. Safi, Hassan Saadoun, Osama Nazim Vel Tech Rangarajan Dr.Sagunthala R&d Institute of Science and Technology Ece Chennai Avadi India Kampala International University Faculty of Science and Technology Department of Computing Western Campus Uganda Department of Computer Science Bengaluru India Mohan Babu University School of Computing Department of Aiml Andhra Pradesh Tirupati India National University of Science and Technology College of Health and Medical Technology Dhi Qar64001 Iraq Al-Farahidi University Baghdad Iraq Al-kunooze University College Basra Iraq

ISBN: (纸本)9798350360165

Cybercriminals are becoming increasingly targeted by the rapid expansion of the Internet of things (IoT), leading to an increase in cyberattacks targeting IoT devices and their communication channels these attacks, if failure to detect may result in significant service disruption, financial loss or damage to sensitive data. Real-time intrusion detection is essential to ensure reliability, security and profitability of IoT applications. this study introduces a new intrusion detection system designed for IoT devices that uses deep learning (DL). Utilizing ontology in wireless sensor networks (WSN), this intelligent system detects suspicious activities that pose a threat to connected IoT devices with configuration-neutral design provides ease of use, while the test performance analysis is simulated and real-world. It highlights its strong performance in determining admissions. the effectiveness of the system against many types of attacks such as denial of service, workholes, blackholes, opportunistic service attacks, etc. is confirmed by experimental research and furthermore, the system achieves F1 scores, accuracy and the number of memories. this advanced deep learning intrusion detection system shows great promise to improve IoT network security due to its high detection rate. © 2024 ieee.

关键词： Network intrusion

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IoT-Integrated Door sensor Solution for Enhancing Smart Home Security 4

IoT-Integrated Door Sensor Solution for Enhancing Smart Home...

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4th international conference on Technological Advancements in Computational Sciences, ICTACS 2024

作者： Kakade, Ishwari Wadetwar, Renuka Nimje, Kritika Badhiye, Sagarkumar S. Borkar, Pradnya Shinde, Snehal Nagpur Campus Pune India Indian Institute of Information Technology Maharashtra Nagpur India

ISBN: (纸本)9798350387490

Although the field of IoT-powered home security systems has seen some great strides, there are still quite a few gray areas. As of now available solutions mainly rely on elementary motion detection and simple biometric systems, which usually fail to properly differentiate between everyday activities and real threats (leading to numerous false alarms) as well security is often at risk. Furthermore, most current systems do not have powerful recognition algorithms and can only recognize specific persons under very stable circumstances. the installation of a variety of sensors can improve detection, but the problem arises when compatibility issues across multiple chips and signals from interfering with each other make them unreliable. In addition, visual verification requiring cameras (camera technology) are present in the space but these systems do not deploy number of advanced image processing techniques thus failing to improve threat detection/categorization capabilities. this type of comprehensive and coherent security solution can only be built upon multimodal sensing, but the state-of-the-art in sensor data fusion research is woefully inadequate to support effective situational awareness due to a lack of scalable cross-sensor data synthesis methods. Filling these gaps will have important implications for future smart home security, making systems more reliable and trustworthy. © 2024 ieee.

关键词： Smart homes

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Transmission Order Optimization of Coded distributed computing in Heterogeneous Wireless Multiple-Access Network 19

Transmission Order Optimization of Coded Distributed Computi...

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19th ieee international Wireless Communications and Mobile computing (ieee IWCMC)

作者： Wu, Yaonan Gu, Shushi Zhang, Qinyu Zhang, Ning Xiang, Wei Harbin Inst Technol Shenzhen Guangdong Prov Key Lab Aerosp Commun & Networking Shenzhen 518055 Peoples R China Peng Cheng Lab Shenzhen 518052 Peoples R China Univ Windsor Windsor ON N9B 3P4 Canada La Trobe Univ Sch Comp Engn & Math Sci Melbourne Vic 3086 Australia

ISBN: (纸本)9798350333398

Coded distributed computing (CDC) has been recently proposed as a promising technique to mitigate the straggler effect in the distributed computing cluster which consists of workers with different computing capabilities, and to reduce the end-to-end task execution latency. However, the heterogeneity of computing and transmission will critically impact the latency performance, especially in the wireless multiple-access network. In this paper, we use CDC over the heterogeneous wireless multiple-access network (HWMAN) including both computation stragglers and transmission stragglers with various capabilities. In order to reduce the computing task completion latency (computing latency and transmission latency), the optimal stop computing time of workers and the sorting order of result transmission back are obtained via two designed algorithms, namely straggler detection and ordered transmission (SDOT) and worker sorting and ordered transmission (WSOT), respectively, which not only fully utilize the computing results of stragglers, but also improve the total latency performance compared with other existing state-of-the-art algorithms.

关键词： heterogeneous wireless multiple-access network coded distributed computing straggler detection transmission order latency optimization

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distributed Coordination Control of Optimal Economic Operation for Hybrid AC/DC Microgrids 4

Distributed Coordination Control of Optimal Economic Operati...

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4th international conference on Advanced Electrical and Energy systems, AEES 2023

作者： Li, Hao Yang, Fan Yan, Yingzhe Shanghai Marine Equipment Research Institute Shanghai China Shanghai University of Electric Power Shanghai China

ISBN: (纸本)9798350342659

A strategy of distributed economic operation control based on the consensus algorithm is proposed to weaken the influence of line impedance on power distribution in which the architecture includes two levels of subgrid control and system control. At the subgrid control level, by integrating the secondary adjustment items of cost, frequency, and voltage into economic droop controllers, the control objectives of fac and Vdc restoration and economic power interaction among subgrids were achieved. At the system control level, the difference in incremental costs of ac and dc sections is eliminated by constructing the local control strategy of interlinking converters(ILC) and energy storage systems(ESSs). the two-layer control strategy cooperated with each other to realize the hierarchical-distributed autonomous economic control of the hybrid ac/dc MG. Finally, the effectiveness of the proposed control scheme is verified by Matlab/Simulink. © 2023 ieee.

关键词： Electric power distribution

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A Low-Complexity Design for Complex Multiplication Using Radix-4 Booth Encoding 4

A Low-Complexity Design for Complex Multiplication Using Rad...

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4th ieee international conference on VLSI systems, Architecture, Technology and Applications, VLSI SATA 2024

作者： Kali, Anil Khuntia, B.S. Sabat, S.L. Meher, P.K. University Of Hyderabad Casest Hyderabad India C. V. Raman Global University Department Of Cse Bhubaneswar India

ISBN: (纸本)9798350362268

In this paper, we present a novel design strategy for complex-number multiplication where the real part, as well as the imaginary part, are considered as a 2-point inner-product, and those inner-products are computed by radix-4 modified Booth-encoded distributed arithmetic approach where the partial inner products are reduced by the carry-save reduction process. Reduction of area complexity is achieved by sharing of Booth encoders by the pair of inner-product units. Time complexity is reduced by avoiding the vector-merging adder, which conventionally follows the carry-save reduction of partial products. the post-layout synthesis results using Cadence Innovus with a GPDK 90nm technology library and FPGA synthesis show that the proposed complex multiplier offers significant advantages in area-delay product and energy consumption over the real-number multiplier-based reference architecture. © 2024 ieee.

关键词： Adders

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A Novel Blockchain-Based Strategy for Energy Conservation in Cognitive Wireless sensor Networks 4

A Novel Blockchain-Based Strategy for Energy Conservation in...

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4th international conference on Blockchain Technology and Information Security, ICBCTIS 2024

作者： Sharma, Khemraj Goyal, Rohit Bhagat, Sukesh Kumar Agarwal, Sheenu Bisht, Girish Singh Hussien, Mohemmed Nanhua University Department of Business Administration Doctoral Program in Management Sciences Dalin62248 Taiwan School of Engineering and Computing Dev Bhoomi Uttarakhand University Dehradun India Uttaranchal University Department of Computer Science & Engineering Dehradun India Uttarakhand Technical University Department of Electronics and Communication Engineering Dehradun India Tula's Institute Dehradun India Department of Computer Science and Engineering Dehradun248001 India The Islamic University Najaf Iraq

ISBN: (纸本)9798331528324

Internet of things (IoT) industrial applications have increased in internet-connected devices. As a result, accessibility, scalability, connectivity, and adaptability have become major challenges. It is possible to create connections between loT devices over the wireless medium, but efficiently utilizing scarce spectrum is the biggest concern. the paper proposes a novel method for selecting sensing nodes with the goal of reducing energy usage and increasing sensing efficiency. In order to ensure that node trust values conform to each other without any ambiguity, cryptography encrypts all information that relates to a node in a central node (CN). Nodes participating in CSS are selected based on their performance. Based on a comparison of various algorithms using varying numbers of nodes, the proposed algorithm achieves a 10% sensing efficiency. © 2024 ieee.

关键词： Blockchain Network Network Communication security Wireless sensor

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