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Study on Construction of Radio Monitoring System Based on Cloud-Edge-Device 6

Study on Construction of Radio Monitoring System Based on Cl...

引用

6th IEEE Information Technology, Networking, Electronic and automation control conference, ITNEC 2023

作者： Peng, Nianjun Zhang, Xueqing National University of Defense Technology School of Information and Communication Wuhan China

ISBN: (纸本)9781665460033

Edge computing is the extension and supplement of cloud computing on the edge of network, and it has a wide application prospect in radio monitoring. In this paper, the advantages of edge computing in radio monitoring are briefly analyzed. Based on the characteristics and capability requirements of radio monitoring tasks, the architecture of radio monitoring system is designed innovatively, and the construction ideas of technical framework and data architecture are described in detail, which can provide reference for the next top-level planning of radio monitoring system in our country. © 2023 IEEE.

关键词： Edge computing

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Interaction Analysis and Stability Analysis for Moisture and Grammage control in a Paper Mill

Interaction Analysis and Stability Analysis for Moisture and...

引用

2024 international conference on Integrated Circuits, communication, and computing Systems, ICIC3S 2024

作者： Belwal, Neha Juneja, Pradeep Kumar University Department of Electronics and Communication Dehradun India

ISBN: (纸本)9798350364088

The manufacturing of paper is a massive procedure where the effective management of control parameters plays a significant role. These parameters are interrelated with each other and need to be optimized. Several parameters like basis weight, moisture content, thickness, smoothness etc. affect the process of paper making which in turn reflects the end product or the quality of paper. In the present study basis weight and moisture content have been considered and a multivariable interaction analysis and stability analysis has been done for the considered MIMO models in order to achieve a good control effect in various industrial applications. © 2024 IEEE.

关键词： MIMO systems

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Advances and Challenges in Automated Agriculture: Integrating 5G Wireless Technology with IoT, Cloud computing and Robotics 5

Advances and Challenges in Automated Agriculture: Integratin...

引用

5th international conference on Electrical, communication and Computer Engineering, ICECCE 2024

作者： Li, Xinwei Kang, Chia Chao Ng, Zi Neng Minhad, Khairun Nisa' School of Electrical Engineering and Artificial Intelligence Xiamen University Malaysia Sepang Malaysia

ISBN: (纸本)9798331529437

The agricultural sector is undergoing a transition as automation and robotics converge and evolve. The current labor shortage and the growing need to increase yields are driving innovations in automated agriculture. Automated systems are gradually replacing traditional farming that relies on manpower. The Internet of Things (IoT) with 5G technology has become the key to these traditional automated irrigation systems. The system collects data from soil moisture, rainfall and temperature sensors thus uploads it to the cloud to store data and analyze it to make intelligent irrigation decisions. The proposed innovative system uses iterative learning algorithms and training models to identify pests, diseases and flower types. This article discusses in depth the model evolution of automation technology in the agricultural sector, IoT and cloud computing applications in automated agriculture and the growing use of robotics in agricultural operations. Besides that, it also discusses future directions and challenges. In addition, this article explores the potential for cross-platform collaboration and data sharing to advance the progress of this automation model. However, the field still faces challenges due to the decentralized nature of technology development. © 2024 IEEE.

关键词： Smart agriculture

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communication Interchange For Artificial Intelligence Systems

Communication Interchange For Artificial Intelligence System...

引用

international conference on computing, Networking and communications (ICNC)

作者： Voicu, Razvan Cristian Pande, Aarush Kaunteya Tanveer, Muhammad Hassan Chang, Yusun Kennesaw State Univ Dept Robot & Mechatron Engn Atlanta GA 30339 USA

ISBN: (纸本)9798350371000;9798350370997

The rise and proliferation of Artificial Intelligence (AI) technologies are bringing transformative changes to various sectors, signaling a new era of innovation in fields as diverse as medicine, manufacturing, and even day-to-day social interactions. Notable advancements are not just confined to textual understanding, as seen in models like GPT, but also extend to visual cognition through image recognition and more. Beyond surface interactions and predictions, AI finds profound applications in life-saving domains such as medical diagnostics and becomes an integral part of daily life through chatbot-based customer interactions. However, as the horizon of AI expands, a crucial yet often overlooked aspect emerges- the underlying mission-critical infrastructure required to support and deploy these models effectively. The intricacies of efficient communication systems, foundational for real-time AI model operations, take center stage in ensuring the seamless functioning of AI-driven applications. This paper explores the quintessential changes needed in communication paradigms to keep pace with the evolving AI landscape. Specifically, we highlight the pivotal role of multipath communication in enhancing the responsiveness and efficiency of AI applications [1]. As a case in point, we investigate its impact on mission-critical operations in robotics. Through experimentation and analysis, the results elucidate the substantial benefits of this approach, revealing a significant improvement in delay metrics. This work underscores the imperative of aligning communication systems with the ever-growing demands of AI, ensuring that infrastructural capabilities do not lag in the race for innovation.

关键词： Artificial Intelligence (AI) Programmable Networking Parallel communication Centralized - Distributed Systems Real-time control Multipath communication AI Infrastructure

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Wireless automation for Agriculture Field: LoRa-Based Load control and Monitoring 9

Wireless Automation for Agriculture Field: LoRa-Based Load C...

引用

9th IEEE international conference on Electronics, computing and communication Technologies, CONECCT 2023

作者： Ananda, M.H. Sharath, A.N. Krishna, Sharath Sharma, Sourav Kumar Tejas, J. Reva University SoEEE Bengaluru560064 India

ISBN: (纸本)9798350334395

Renewable resources have the potential to address pressing environmental and energy challenges, yet their widespread adoption and utilization in agriculture monitoring remain limited. In particular, remote agricultural areas face challenges related to inefficient load control and limited connectivity, which can negatively impact agricultural operations and productivity. Existing solutions, such as traditional wired systems and other wireless protocols, have limitations in terms of cost, power consumption, and range, which hinder their effective implementation in remote agricultural settings. Therefore, there is a need for an innovative and cost-effective system that can provide efficient load control and reliable connectivity in remote agricultural areas to optimize resource utilization and enhance agricultural productivity. In this paper, we propose a novel system that leverages LoRa networking, a low-power, long-range wireless communication technology, to overcome these challenges and provide a sustainable solution for load control and connectivity in remote agricultural areas. This paper aims to demonstrate the effectiveness of the proposed system in addressing the identified challenges and contributing to the advancement of renewable resource utilization in the agricultural sector. © 2023 IEEE.

关键词： Internet of things

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Design of Automotive Electronically controlled Mechanical Braking System based on Computer Virtual Technology

Design of Automotive Electronically Controlled Mechanical Br...

引用

2024 international conference on Optimization computing and Wireless communication, ICOCWC 2024

作者： Ma, Chuanhai Weifang Engineering Vocational College Shandong Weifang China

ISBN: (纸本)9798350383348

With the rapid development of technology, the automotive industry is undergoing unprecedented changes. Among them, the braking system, as an important component of car safety, its technological progress is of great significance for improving car performance and safety. In recent years, with the development of virtual technology, its application in the field of automotive electronic control and mechanical braking has gradually received attention. This article will focus on exploring the application and advantages of virtual technology in automotive electronic control mechanical braking. © 2024 IEEE.

关键词： braking system design Cars computer science theory computer virtualization technology Electronic control machine Mechanical

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Over-the-Air Federated Learning Client Selection in Integrated Sensing, computing and communication 59

Over-the-Air Federated Learning Client Selection in Integrat...

引用

59th Annual IEEE international conference on communications (IEEE ICC)

作者： Zheng, Paul Zhu, Yao Hu, Yulin Schmeink, Anke Wuhan Univ Sch Elect Informat Wuhan Peoples R China Rhein Westfal TH Aachen INDA Chair Aachen Germany

ISBN: (纸本)9798350304060;9798350304053

In Internet-of-Things (IoT) era, integration in multiple levels is needed to effectively address the increasing demands of communication, computation, and sensing (e.g. data acquisition). Federated learning (FL) is widely regarded as a promising distributed machine learning framework to enable network intelligence in future-generation networks. Using over-the-air computation (AirComp) (already as an integration of communication and computation) for spectral-efficient FL model aggregation requires massive devices to transmit over the same orthogonal resources. For further integration gain, it is considered employing the same signal for coordinated device joint target sensing, which constitutes a fully integrated scenario of sensing, computing and communication (ISCC). This work focuses on the client selection and power control problem as crucial challenges of AirComp-FL in such scenarios while a requirement of a sensing task as target detection needs to be satisfied. A flexible system design has been proposed by allowing three groups of clients to be chosen: those participating in communication and communication, those solely for sensing, and the ones that transmit nothing. This work proposes a polynomial-time complexity algorithm. Simulation results corroborate the importance and the performance of the proposed framework.

关键词： Federated Learning Integrated Sensing and communication (ISAC) target detection Over-the-air Computation (AirComp) ISCC 6G

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The Evolution of Cloud computing: A Study of Aspirational Technologies and Practical Achievements 14

The Evolution of Cloud Computing: A Study of Aspirational Te...

引用

14th IEEE international conference on communication Systems and Network Technologies, CSNT 2025

作者： Upreti, Kamal Jain, Rituraj Kumar, Raj Goyal, Kamal Deepika Gupta, Komal Dept. of Computer Sciecne CHRIST University DelhiNCR India Dept. of IT Marwadi University Gujarat Rajkot India Gautam Buddha University U.P Gautam Budh Nagar India Pimpri Chinchwad University Pune India Dept. of Computer Science & Engg. Maharishi MM Haryana Ambala India Accenture Bangalore India

ISBN: (纸本)9798331531935

Cloud computing has transformed the digital landscape, providing scalability, cost efficiency, and seamless access to computing resources. Yet, there is a gap between its theoretical aspirations and real-world achievements because of data privacy concerns, regulatory compliance, vendor lock-in, and performance bottlenecks. This paper critically examines these disparities through case studies, technological breakthroughs, and industry trends as a guide to understanding these impediments to cloud adoption. The study reviews the theoretical background of cloud computing, which include models related to deployment and service, and illustrates its successes in performance, reliability, and security. Persistent barriers, however, mean security and compliance are insecure while cost unpredictability remains a concern for organizations in using the maximum potential of a cloud. The study proposes strategic solutions that can serve to bridge the gap in terms of hybrid and multi-cloud adoption, AI-driven security frameworks, regulatory compliance automation, and various cost optimization techniques. Emerging trends like quantum computing, edge computing, and green cloud initiatives are shaping the future of cloud computing. By implementing these solutions, more is made out of the potential of cloud computing in securing a more efficient and sustainable digital infrastructure. © 2025 IEEE.

关键词： Crime

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Do We Run Large-scale Multi-Robot Systems on the Edge? More Evidence for Two-Phase Performance in System Size Scaling

Do We Run Large-scale Multi-Robot Systems on the Edge? More ...

引用

IEEE international conference on Robotics and automation (ICRA)

作者： Kuckling, Jonas Luckey, Robin Avrutin, Viktor Vardy, Andrew Reina, Andreagiovanni Hamann, Heiko Univ Konstanz Dept Comp & Informat Sci D-78457 Constance Germany Univ Konstanz Ctr Adv Study Collect Behav Constance Germany Univ Lubeck Inst Comp Engn Lubeck Germany Univ Stuttgart Inst Syst Theory & Automat Control Stuttgart Germany Mem Univ Newfoundland Dept Comp Sci St John NL Canada Mem Univ Newfoundland Dept Elect & Comp Engn St John NL Canada Univ Libre Bruxelles IRIDIA Brussels Belgium

ISBN: (纸本)9798350384581;9798350384574

With increasing numbers of mobile robots arriving in real-world applications, more robots coexist in the same space, interact, and possibly collaborate. Methods to provide such systems with system size scalability are known, for example, from swarm robotics. Example strategies are self-organizing behavior, a strict decentralized approach, and limiting the robot-robot communication. Despite applying such strategies, any multi-robot system breaks above a certain critical system size (i.e., number of robots) as too many robots share a resource (e.g., space, communication channel). We provide additional evidence based on simulations, that at these critical system sizes, the system performance separates into two phases: nearly optimal and minimal performance. We speculate that in real-world applications that are configured for optimal system size, the supposedly high-performing system may actually live on borrowed time as it is on a transient to breakdown. We provide two modeling options (based on queueing theory and a population model) that may help to support this reasoning.

关键词： Multipurpose robots

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Design of Real-time Industrial communication System Based on TSN

Design of Real-time Industrial Communication System Based on...

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2024 international conference on Power, Electrical Engineering, Electronics and control, PEEEC 2024

作者： Chen, Jialin Zhou, Zheng Xu, Jie Qiu, Xuejing Zhao, Ting Zeng, Zheng State Grid Hubei Information & Telecommunication Company Limited Hubei Wuhan430000 China

ISBN: (纸本)9798350378917

The traditional industrial communication system can't meet the increasing demands of low delay, high reliability and accurate time synchronization. Time-Sensitive Networking (TSN) technology, with its unique timing synchronization and traffic scheduling mechanism, can ensure data transmission within a certain time, thus reducing communication delay and improving the reliability and certainty of the system. This paper puts forward a design scheme of real-time industrial communication system combining TSN technology, which includes physical layer, data link layer, network layer, transmission layer, application layer and management layer. It aims to achieve low delay, high reliability and accurate time control through efficient time synchronization, traffic scheduling and queue management mechanisms, and meet the strict requirements of industrial automation for data transmission. In addition, the characteristics of TSN technology and its application potential in industrial communication system are analyzed in detail, and the feasibility and superiority of the proposed scheme are verified by practice, which provides theoretical basis and technical support for promoting the progress of industrial automation and intelligent manufacturing. © 2024 IEEE.

关键词： Reliability

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