Optimal Observation For Cyber Physical Systems

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Optimal Observation for Cyber-physical Systems

Author : Zhen Song
Publisher : Springer Science & Business Media
ISBN 13 : 1848826567
Total Pages : 184 pages
Book Rating : 4.8/5 (488 download)

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Book Synopsis Optimal Observation for Cyber-physical Systems by : Zhen Song

Download or read book Optimal Observation for Cyber-physical Systems written by Zhen Song and published by Springer Science & Business Media. This book was released on 2009-06-30 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Optimal Observation for Cyber-physical Systems" addresses the challenge, fundamental to the design of wireless sensor networks (WSNs), presented by the obligatory trade-off between precise estimates and system constraints. A unified theoretical framework, based on the well-established theory of optimal experimental design and providing consistent solutions to problems hitherto requiring a variety of approaches, is put forward to solve a large class of optimal observation problems. The Fisher information matrix plays a key role in this framework and makes it feasible to provide analytical solutions to some complex and important questions which could not be answered in the past. Readers with an applied background in WSN implementation will find all the understanding of the key theory of optimal experimental design they need within this book. The use of multiple examples to illustrate the theoretical parts of the book brings the subject into sharper focus than would an abstract theoretical disquisition.

Optimal Mobile Sensing and Actuation Policies in Cyber-physical Systems

Author : Christophe Tricaud
Publisher : Springer Science & Business Media
ISBN 13 : 1447122623
Total Pages : 177 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Optimal Mobile Sensing and Actuation Policies in Cyber-physical Systems by : Christophe Tricaud

Download or read book Optimal Mobile Sensing and Actuation Policies in Cyber-physical Systems written by Christophe Tricaud and published by Springer Science & Business Media. This book was released on 2011-10-14 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: A successful cyber-physical system, a complex interweaving of hardware and software with some part of the physical environment, depends on proper identification of the, often pre-existing, physical element. A bespoke “cyber” part of the system may then be designed from scratch. Optimal Mobile Sensing and Actuation Strategies in Cyber-physical Systems focuses on distributed-parameter systems the dynamics of which can be modelled with partial differential equations. These are very challenging to observe, their states and inputs being distributed throughout a spatial domain. Consequently, systematic approaches to the optimization of sensor location have to be devised for parameter estimation. The text begins by reviewing the field of cyber-physical systems and introducing background notions of distributed parameter systems and optimal observation theory. New research problems are then defined within this framework. Two important problems considered are optimal mobile sensor trajectory planning and the accuracy effects and allocation of remote sensors. These are followed up with a solution to the problem of optimal robust estimation. Actuation policies are then introduced into the framework with the purpose of improving estimation and optimizing the trajectories of both sensors and actuators simultaneously. The large number of illustrations within the text will assist the reader to visualize the application of the methods proposed. A group of similar examples are used throughout the book to help the reader assimilate the material more easily. The monograph concentrates on the use of methods for which a cyber-physical-systems infrastructure is required. The methods are computationally heavy and require mobile sensors and actuators with communications abilities. Application examples cover fields from environmental science to national security so that readers are encouraged to link the ideas of cyber-physical systems with their own research.

Principles of Internet of Things (IoT) Ecosystem: Insight Paradigm

Author : Sheng-Lung Peng
Publisher : Springer Nature
ISBN 13 : 3030335968
Total Pages : 636 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Principles of Internet of Things (IoT) Ecosystem: Insight Paradigm by : Sheng-Lung Peng

Download or read book Principles of Internet of Things (IoT) Ecosystem: Insight Paradigm written by Sheng-Lung Peng and published by Springer Nature. This book was released on 2019-11-13 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the evolution of future-generation technologies through the Internet of things, bringing together all the related technologies on a single platform to offer valuable insights for undergraduate and postgraduate students, researchers, academics and industry practitioners. The book uses data, network engineering and intelligent decision- support system-by-design principles to design a reliable IoT-enabled ecosystem and to implement cyber-physical pervasive infrastructure solutions. It takes readers on a journey that begins with understanding the insight paradigm of IoT-enabled technologies and how it can be applied. It walks readers through engaging with real-time challenges and building a safe infrastructure for IoT-based, future-generation technologies. The book helps researchers and practitioners to understand the design architecture through IoT and the state of the art in IoT countermeasures. It also highlights the differences between heterogeneous platforms in IoT-enabled infrastructure and traditional ad hoc or infrastructural networks, and provides a comprehensive discussion on functional frameworks for IoT, object identification, IoT domain model, RFID technology, wearable sensors, WBAN, IoT semantics, knowledge extraction, and security and privacy issues in IoT-based ecosystems. Written by leading international experts, it explores IoT-enabled insight paradigms, which are utilized for the future benefit of humans. It also includes references to numerous works. Divided into stand-alone chapters, this highly readable book is intended for specialists, researchers, graduate students, designers, experts, and engineers involved in research on healthcare-related issues.

Automatic Control, Robotics, and Information Processing

Author : Piotr Kulczycki
Publisher : Springer Nature
ISBN 13 : 3030485870
Total Pages : 843 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Automatic Control, Robotics, and Information Processing by : Piotr Kulczycki

Download or read book Automatic Control, Robotics, and Information Processing written by Piotr Kulczycki and published by Springer Nature. This book was released on 2020-09-03 with total page 843 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a wide and comprehensive range of issues and problems in various fields of science and engineering, from both theoretical and applied perspectives. The desire to develop more effective and efficient tools and techniques for dealing with complex processes and systems has been a natural inspiration for the emergence of numerous fields of science and technology, in particular control and automation and, more recently, robotics. The contributions gathered here concern the development of methods and algorithms to determine best practices regarding broadly perceived decisions or controls. From an engineering standpoint, many of them focus on how to automate a specific process or complex system. From a tools-based perspective, several contributions address the development of analytic and algorithmic methods and techniques, devices and systems that make it possible to develop and subsequently implement the automation and robotization of crucial areas of human activity. All topics discussed are illustrated with sample applications.

Optimal Sensor Networks Scheduling in Identification of Distributed Parameter Systems

Author : Maciej Patan
Publisher : Springer Science & Business Media
ISBN 13 : 3642282296
Total Pages : 300 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Optimal Sensor Networks Scheduling in Identification of Distributed Parameter Systems by : Maciej Patan

Download or read book Optimal Sensor Networks Scheduling in Identification of Distributed Parameter Systems written by Maciej Patan and published by Springer Science & Business Media. This book was released on 2012-02-24 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sensor networks have recently come into prominence because they hold the potential to revolutionize a wide spectrum of both civilian and military applications. An ingenious characteristic of sensor networks is the distributed nature of data acquisition. Therefore they seem to be ideally prepared for the task of monitoring processes with spatio-temporal dynamics which constitute one of most general and important classes of systems in modelling of the real-world phenomena. It is clear that careful deployment and activation of sensor nodes are critical for collecting the most valuable information from the observed environment. Optimal Sensor Network Scheduling in Identification of Distributed Parameter Systems discusses the characteristic features of the sensor scheduling problem, analyzes classical and recent approaches, and proposes a wide range of original solutions, especially dedicated for networks with mobile and scanning nodes. Both researchers and practitioners will find the case studies, the proposed algorithms, and the numerical examples to be invaluable.

Computational Intelligence in Emerging Technologies for Engineering Applications

Author : Orestes Llanes Santiago
Publisher : Springer Nature
ISBN 13 : 3030344096
Total Pages : 301 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Computational Intelligence in Emerging Technologies for Engineering Applications by : Orestes Llanes Santiago

Download or read book Computational Intelligence in Emerging Technologies for Engineering Applications written by Orestes Llanes Santiago and published by Springer Nature. This book was released on 2020-02-14 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores applications of computational intelligence in key and emerging fields of engineering, especially with regard to condition monitoring and fault diagnosis, inverse problems, decision support systems and optimization. These applications can be beneficial in a broad range of contexts, including: water distribution networks, manufacturing systems, production and storage of electrical energy, heat transfer, acoustic levitation, uncertainty and robustness of infinite-dimensional objects, fatigue failure prediction, autonomous navigation, nanotechnology, and the analysis of technological development indexes. All applications, mathematical and computational tools, and original results are presented using rigorous mathematical procedures. Further, the book gathers contributions by respected experts from 22 different research centers and eight countries: Brazil, Cuba, France, Hungary, India, Japan, Romania and Spain. The book is intended for use in graduate courses on applied computation, applied mathematics, and engineering, where tools like computational intelligence and numerical methods are applied to the solution of real-world problems in emerging areas of engineering.

Model Based Parameter Estimation

Author : Hans Georg Bock
Publisher : Springer Science & Business Media
ISBN 13 : 3642303676
Total Pages : 342 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Model Based Parameter Estimation by : Hans Georg Bock

Download or read book Model Based Parameter Estimation written by Hans Georg Bock and published by Springer Science & Business Media. This book was released on 2013-02-26 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: This judicious selection of articles combines mathematical and numerical methods to apply parameter estimation and optimum experimental design in a range of contexts. These include fields as diverse as biology, medicine, chemistry, environmental physics, image processing and computer vision. The material chosen was presented at a multidisciplinary workshop on parameter estimation held in 2009 in Heidelberg. The contributions show how indispensable efficient methods of applied mathematics and computer-based modeling can be to enhancing the quality of interdisciplinary research. The use of scientific computing to model, simulate, and optimize complex processes has become a standard methodology in many scientific fields, as well as in industry. Demonstrating that the use of state-of-the-art optimization techniques in a number of research areas has much potential for improvement, this book provides advanced numerical methods and the very latest results for the applications under consideration.

Applied Cyber-Physical Systems

Author : Sang C. Suh
Publisher : Springer Science & Business Media
ISBN 13 : 1461473365
Total Pages : 257 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Applied Cyber-Physical Systems by : Sang C. Suh

Download or read book Applied Cyber-Physical Systems written by Sang C. Suh and published by Springer Science & Business Media. This book was released on 2013-08-13 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Cyber-Physical Systems presents the latest methods and technologies in the area of cyber-physical systems including medical and biological applications. Cyber-physical systems (CPS) integrate computing and communication capabilities by monitoring, and controlling the physical systems via embedded hardware and computers. This book brings together unique contributions from renowned experts on cyber-physical systems research and education with applications. It also addresses the major challenges in CPS, and then provides a resolution with various diverse applications as examples. Advanced-level students and researchers focused on computer science, engineering and biomedicine will find this to be a useful secondary text book or reference, as will professionals working in this field.

Principles of Cyber-Physical Systems

Author : Sandip Roy
Publisher : Cambridge University Press
ISBN 13 : 1108916074
Total Pages : 463 pages
Book Rating : 4.1/5 (89 download)

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Book Synopsis Principles of Cyber-Physical Systems by : Sandip Roy

Download or read book Principles of Cyber-Physical Systems written by Sandip Roy and published by Cambridge University Press. This book was released on 2020-10-15 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique introduction to the foundational concepts of cyber-physical systems (CPS) describes key design principles and emerging research trends in detail. Several interdisciplinary applications are covered, with a focus on the wide-area management of infrastructures including electric power systems, air transportation networks, and health care systems. Design, control and optimization of cyber-physical infrastructures are discussed, addressing security and privacy issues of networked CPS, presenting graph-theoretic and numerical approaches to CPS evaluation and monitoring, and providing readers with the knowledge needed to operate CPS in a reliable, efficient, and secure manner. Exercises are included. This is an ideal resource for researchers and graduate students in electrical engineering and computer science, as well as for practitioners using cyber-physical systems in aerospace and automotive engineering, medical technology, and large-scale infrastructure operations.

Regional Analysis of Time-Fractional Diffusion Processes

Author : Fudong Ge
Publisher : Springer
ISBN 13 : 3319728962
Total Pages : 262 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Regional Analysis of Time-Fractional Diffusion Processes by : Fudong Ge

Download or read book Regional Analysis of Time-Fractional Diffusion Processes written by Fudong Ge and published by Springer. This book was released on 2018-01-08 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph provides an accessible introduction to the regional analysis of fractional diffusion processes. It begins with background coverage of fractional calculus, functional analysis, distributed parameter systems and relevant basic control theory. New research problems are then defined in terms of their actuation and sensing policies within the regional analysis framework. The results presented provide insight into the control-theoretic analysis of fractional-order systems for use in real-life applications such as hard-disk drives, sleep stage identification and classification, and unmanned aerial vehicle control. The results can also be extended to complex fractional-order distributed-parameter systems and various open questions with potential for further investigation are discussed. For instance, the problem of fractional order distributed-parameter systems with mobile actuators/sensors, optimal parameter identification, optimal locations/trajectory of actuators/sensors and regional actuation/sensing configurations are of great interest. The book’s use of illustrations and consistent examples throughout helps readers to understand the significance of the proposed fractional models and methodologies and to enhance their comprehension. The applications treated in the book run the gamut from environmental science to national security. Academics and graduate students working with cyber-physical and distributed systems or interested in the applications of fractional calculus will find this book to be an instructive source of state-of-the-art results and inspiration for further research.

Dynamical Systems

Author : José A. Tenreiro Machado
Publisher : MDPI
ISBN 13 : 3906980472
Total Pages : 552 pages
Book Rating : 4.9/5 (69 download)

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Book Synopsis Dynamical Systems by : José A. Tenreiro Machado

Download or read book Dynamical Systems written by José A. Tenreiro Machado and published by MDPI. This book was released on 2018-10-09 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Printed Edition of the Special Issue Published in Entropy

Cyber-Physical Systems

Author : Danda B. Rawat
Publisher : CRC Press
ISBN 13 : 1482263335
Total Pages : 579 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Cyber-Physical Systems by : Danda B. Rawat

Download or read book Cyber-Physical Systems written by Danda B. Rawat and published by CRC Press. This book was released on 2015-10-28 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although comprehensive knowledge of cyber-physical systems (CPS) is becoming a must for researchers, practitioners, system designers, policy makers, system managers, and administrators, there has been a need for a comprehensive and up-to-date source of research and information on cyber-physical systems. This book fills that need.Cyber-Physical Syst

Research Anthology on Cross-Disciplinary Designs and Applications of Automation

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668436957
Total Pages : 1054 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Cross-Disciplinary Designs and Applications of Automation by : Management Association, Information Resources

Download or read book Research Anthology on Cross-Disciplinary Designs and Applications of Automation written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-10-29 with total page 1054 pages. Available in PDF, EPUB and Kindle. Book excerpt: Throughout human history, technological advancements have been made for the ease of human labor. With our most recent advancements, it has been the work of scholars to discover ways for machines to take over a large part of this labor and reduce human intervention. These advancements may become essential processes to nearly every industry. It is essential to be knowledgeable about automation so that it may be applied. Research Anthology on Cross-Disciplinary Designs and Applications of Automation is a comprehensive resource on the emerging designs and application of automation. This collection features a number of authors spanning multiple disciplines such as home automation, healthcare automation, government automation, and more. Covering topics such as human-machine interaction, trust calibration, and sensors, this research anthology is an excellent resource for technologists, IT specialists, computer engineers, systems and software engineers, manufacturers, engineers, government officials, professors, students, healthcare administration, managers, CEOs, researchers, and academicians.

Machine Learning, Multi Agent And Cyber Physical Systems - Proceedings Of The 15th International Flins Conference (Flins 2022)

Author : Qinglin Sun
Publisher : World Scientific
ISBN 13 : 9811269270
Total Pages : 686 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Machine Learning, Multi Agent And Cyber Physical Systems - Proceedings Of The 15th International Flins Conference (Flins 2022) by : Qinglin Sun

Download or read book Machine Learning, Multi Agent And Cyber Physical Systems - Proceedings Of The 15th International Flins Conference (Flins 2022) written by Qinglin Sun and published by World Scientific. This book was released on 2022-12-20 with total page 686 pages. Available in PDF, EPUB and Kindle. Book excerpt: FLINS, an acronym originally for Fuzzy Logic and Intelligent Technologies in Nuclear Science, was inaugurated by Prof. Da Ruan of the Belgian Nuclear Research Center (SCK·CEN) in 1994 with the purpose of providing PhD and Postdoc researchers with a platform to present their research ideas in fuzzy logic and artificial intelligence. For more than 28 years, FLINS has been expanded to include research in both theoretical and practical development of computational intelligent systems.With this successful conference series: FLINS1994 and FLINS1996 in Mol, FLINS1998 in Antwerp, FLINS2000 in Bruges, FLINS2002 in Gent, FLINS2004 in Blankenberge, FLINS2006 in Genova, FLINS2008 in Marid, FLINS2010 in Chengdu, FLINS2012 in Istanbul, FLINS2014 in Juan Pesoa, FLINS2016 in Roubaix, FLINS2018 in Belfast and FLINS2020 in Cologne, FLINS2022 was organized by Nankai University, and co-organized by Southwest Jiaotong University, University of Technology Sydney and Ecole Nationale Supérieure des Arts et Industries Textiles of University of Lille. This unique international research collaboration has provided researchers with a platform to share and exchange ideas on state-of-art development in machine learning, multi agent and cyber physical systems.Following the wishes of Prof. Da Ruan, FLINS2022 offered an international platform that brought together mathematicians, computer scientists, and engineers who are actively involved in machine learning, intelligent systems, data analysis, knowledge engineering and their applications, to share their latest innovations and developments, exchange notes on the state-of-the-art research ideas, especially in the areas of industrial microgrids, intelligent wearable systems, sustainable development, logistics, supply chain and production optimization, evaluation systems and performance analysis, as well as risk and security management, that have now become part and parcel of Fuzzy Logic and Intelligent Technologies in Nuclear Science.This FLINS2022 Proceedings has selected 78 conference papers that cover the following seven areas of interests:

Handbook of Integration of Cloud Computing, Cyber Physical Systems and Internet of Things

Author : Rajiv Ranjan
Publisher : Springer Nature
ISBN 13 : 3030437957
Total Pages : 331 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Handbook of Integration of Cloud Computing, Cyber Physical Systems and Internet of Things by : Rajiv Ranjan

Download or read book Handbook of Integration of Cloud Computing, Cyber Physical Systems and Internet of Things written by Rajiv Ranjan and published by Springer Nature. This book was released on 2020-11-04 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook covers recent advances in the integration of three areas, namely, cloud computing, cyber-physical systems, and the Internet of things which is expected to have a tremendous impact on our daily lives. It contains a total of thirteen peer-reviewed and edited chapters. This book covers topics such as context-aware cyber-physical systems, sustainable cloud computing, fog computing, and cloud monitoring; both the theoretical and practical aspects belonging to these topics are discussed. All the chapters also discuss open research challenges in the areas mentioned above. Finally, the handbook presents three use cases regarding healthcare, smart buildings and disaster management to assist the audience in understanding how to develop next-generation IoT- and cloud-enabled cyber-physical systems. This timely handbook is edited for students, researchers, as well as professionals who are interested in the rapidly growing fields of cloud computing, cyber-physical systems, and the Internet of things.

Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems

Author : Vipin Kumar Kukkala
Publisher : Springer Nature
ISBN 13 : 3031280164
Total Pages : 782 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems by : Vipin Kumar Kukkala

Download or read book Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems written by Vipin Kumar Kukkala and published by Springer Nature. This book was released on 2023-10-03 with total page 782 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive coverage of various solutions that address issues related to real-time performance, security, and robustness in emerging automotive platforms. The authors discuss recent advances towards the goal of enabling reliable, secure, and robust, time-critical automotive cyber-physical systems, using advanced optimization and machine learning techniques. The focus is on presenting state-of-the-art solutions to various challenges including real-time data scheduling, secure communication within and outside the vehicle, tolerance to faults, optimizing the use of resource-constrained automotive ECUs, intrusion detection, and developing robust perception and control techniques for increasingly autonomous vehicles.

Advanced Methods, Techniques, and Applications in Modeling and Simulation

Author : Jong-Hyun Kim
Publisher : Springer Science & Business Media
ISBN 13 : 4431542167
Total Pages : 540 pages
Book Rating : 4.4/5 (315 download)

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Book Synopsis Advanced Methods, Techniques, and Applications in Modeling and Simulation by : Jong-Hyun Kim

Download or read book Advanced Methods, Techniques, and Applications in Modeling and Simulation written by Jong-Hyun Kim and published by Springer Science & Business Media. This book was released on 2012-10-19 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a compilation of research accomplishments in the fields of modeling, simulation, and their applications, as presented at AsiaSim 2011 (Asia Simulation Conference 2011). The conference, held in Seoul, Korea, November 16–18, was organized by ASIASIM (Federation of Asian Simulation Societies), KSS (Korea Society for Simulation), CASS (Chinese Association for System Simulation), and JSST (Japan Society for Simulation Technology). AsiaSim 2011 provided a forum for scientists, academicians, and professionals from the Asia-Pacific region and other parts of the world to share their latest exciting research findings in modeling and simulation methodologies, techniques, and their tools and applications in military, communication network, industry, and general engineering problems.