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TinyML for Edge Intelligence in IoT and LPWAN Networks
  • Language: en
  • Pages: 520

TinyML for Edge Intelligence in IoT and LPWAN Networks

  • Type: Book
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  • Published: 2024-05-29
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  • Publisher: Elsevier

Recently, Tiny Machine Learning (TinyML) has gained incredible importance due to its capabilities of creating lightweight machine learning (ML) frameworks aiming at low latency, lower energy consumption, lower bandwidth requirement, improved data security and privacy, and other performance necessities. As billions of battery-operated embedded IoT and low power wide area networks (LPWAN) nodes with very low on-board memory and computational capabilities are getting connected to the Internet each year, there is a critical need to have a special computational framework like TinyML. TinyML for Edge Intelligence in IoT and LPWAN Networks presents the evolution, developments, and advances in TinyM...

Artificial Intelligence Paradigms for Smart Cyber-Physical Systems
  • Language: en
  • Pages: 412

Artificial Intelligence Paradigms for Smart Cyber-Physical Systems

  • Type: Book
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  • Published: 2020-11-13
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  • Publisher: IGI Global

Cyber-physical systems (CPS) have emerged as a unifying name for systems where cyber parts (i.e., the computing and communication parts) and physical parts are tightly integrated, both in design and during operation. Such systems use computations and communication deeply embedded in and interacting with human physical processes as well as augmenting existing and adding new capabilities. As such, CPS is an integration of computation, networking, and physical processes. Embedded computers and networks monitor and control the physical processes, with feedback loops where physical processes affect computations and vice versa. The economic and societal potential of such systems is vastly greater ...

Recent Advancements in Product Design and Manufacturing Systems
  • Language: en
  • Pages: 705

Recent Advancements in Product Design and Manufacturing Systems

This book presents select proceedings of the 5th Innovative Product Design and Intelligent Manufacturing System (IPDIMS 2023) conference. It covers concepts and recent methods that are implemented in intelligent manufacturing systems along with the product innovation technologies. The broad topics covered include Industry 4.0, Industry 5.0, smart manufacturing, advanced robotics, product innovation, and CAD/CAM/CIM. The contents of this book are useful for academics as well as professionals working in the areas of mechatronics, mechanical, manufacturing, production, and industrial engineering.

Impacts and Challenges of Cloud Business Intelligence
  • Language: en
  • Pages: 287

Impacts and Challenges of Cloud Business Intelligence

  • Type: Book
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  • Published: 2020-12-18
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  • Publisher: IGI Global

Cloud computing provides an easier alternative for starting an IT-based business organization that requires much less of an initial investment. Cloud computing offers a significant edge of traditional computing with big data being continuously transferred to the cloud. For extraction of relevant data, cloud business intelligence must be utilized. Cloud-based tools, such as customer relationship management (CRM), Salesforce, and Dropbox are increasingly being integrated by enterprises looking to increase their agility and efficiency. Impacts and Challenges of Cloud Business Intelligence is a cutting-edge scholarly resource that provides comprehensive research on business intelligence in cloud computing and explores its applications in conjunction with other tools. Highlighting a wide range of topics including swarm intelligence, algorithms, and cloud analytics, this book is essential for entrepreneurs, IT professionals, managers, business professionals, practitioners, researchers, academicians, and students.

Handbook of Research on Modeling, Analysis, and Control of Complex Systems
  • Language: en
  • Pages: 716

Handbook of Research on Modeling, Analysis, and Control of Complex Systems

  • Type: Book
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  • Published: 2020-12-05
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  • Publisher: IGI Global

The current literature on dynamic systems is quite comprehensive, and system theory’s mathematical jargon can remain quite complicated. Thus, there is a need for a compendium of accessible research that involves the broad range of fields that dynamic systems can cover, including engineering, life sciences, and the environment, and which can connect researchers in these fields. The Handbook of Research on Modeling, Analysis, and Control of Complex Systems is a comprehensive reference book that describes the recent developments in a wide range of areas including the modeling, analysis, and control of dynamic systems, as well as explores related applications. The book acts as a forum for researchers seeking to understand the latest theory findings and software problem experiments. Covering topics that include chaotic maps, predictive modeling, random bit generation, and software bug prediction, this book is ideal for professionals, academicians, researchers, and students in the fields of electrical engineering, computer science, control engineering, robotics, power systems, and biomedical engineering.

Methodologies and Applications of Computational Statistics for Machine Intelligence
  • Language: en
  • Pages: 300

Methodologies and Applications of Computational Statistics for Machine Intelligence

  • Type: Book
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  • Published: 2021-06-25
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  • Publisher: IGI Global

With the field of computational statistics growing rapidly, there is a need for capturing the advances and assessing their impact. Advances in simulation and graphical analysis also add to the pace of the statistical analytics field. Computational statistics play a key role in financial applications, particularly risk management and derivative pricing, biological applications including bioinformatics and computational biology, and computer network security applications that touch the lives of people. With high impacting areas such as these, it becomes important to dig deeper into the subject and explore the key areas and their progress in the recent past. Methodologies and Applications of Co...

Smart Cyber Physical Systems
  • Language: en
  • Pages: 720

Smart Cyber Physical Systems

This book discusses the outcome of the ICSCPS 2024 conference proceedings which provide a comprehensive exploration of Smart Cyber-Physical Systems (CPS), delivering deep into the intersection of the physical and digital worlds. The book is a must-read for researchers, engineers, students, and professionals seeking to understand and harness the power of CPS in today's technology-driven landscape. This conference's main topics encompass CPS's foundational principles, from mathematical modeling and control theory to real-time systems and cyber-security. It unravels the intricacies of sensors and actuators, shedding light on their design and applications in various domains. With a focus on communication and networks, readers will gain insights into the critical aspects of data exchange and connectivity in CPS, including wireless communication, IoT integration, and network security.

MATLAB® With Applications in Mechanics and Tribology
  • Language: en
  • Pages: 377

MATLAB® With Applications in Mechanics and Tribology

  • Type: Book
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  • Published: 2021-02-12
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  • Publisher: IGI Global

Among the wide range of programming tools available, the technical analysis and calculations are realized by MATLAB®, which is recognized as a convenient and effective tool for modern science and technology. Thus, mastering its latest versions and practical solutions is increasingly essential for the creation of new products in mechanics, electronics, chemistry, life sciences, and modern industry. Modern mechanical and tribology sciences specialists widely use computers and some special programs, but need a universal tool for solving, simulating, and modeling specific problems from their area. There is plenty of information available on MATLAB® for the general engineer, but there is a gap ...

Second International Conference on Sustainable Technologies for Computational Intelligence
  • Language: en
  • Pages: 389

Second International Conference on Sustainable Technologies for Computational Intelligence

This book gathers high-quality papers presented at the Second International Conference on Sustainable Technologies for Computational Intelligence (ICTSCI 2021) held at Graphic Era University, Dehradun, India, during May 22–23, 2021. It covers emerging topics in computational intelligence and effective strategies for its implementation in engineering applications.

Smart Computational Strategies: Theoretical and Practical Aspects
  • Language: en
  • Pages: 278

Smart Computational Strategies: Theoretical and Practical Aspects

  • Type: Book
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  • Published: 2019-03-22
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  • Publisher: Springer

This book covers new developments and advances in the field of Computational Strategies for next-generation computing. The contributing authors share diverse perspectives on and extensive discussions of issues concerning the theory, applications, and future prospects. Addressing computing methodologies, hardware information systems and networks, this interdisciplinary book will appeal to all scholars with an interest in computing methodologies, hardware information systems and networks.