Sensor Management in ISR
Sensor Management in ISR

Author: Kenneth J. Hintz

Publisher: Artech House

Published: 2020-02-29

Total Pages: 235

ISBN-13: 1630816868

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This innovative resource is the first book that partitions the intelligence, surveillance and reconnaissance (ISR) sensor management process into partitioned functions that can be studied and optimized independently of each other through defined conceptual interfaces. The book explains the difference between situation information and sensor information and how to compute both. The information-based sensor management (IBSM) approach to real-time orchestrated resource management (ORM) of intelligence, surveillance, and reconnaissance (ISR) assets in the physical, cyber, and social domains are detailed. The integrating concept of mission value through use of goal lattice (GL) methodology is explored. Approaches to implementing real-time sensor management (SM) systems by applying advanced information-based approaches that consider contextual situation and optimization of diverse sensor capabilities for information-based objectives are also covered. These methods have applications in physical intelligence, surveillance, and reconnaissance (ISR), as well as in cyber, and social domains. Based on 30 years of research in developing a mission-valued approach to maximizing the transfer of information from real, cyber, and social environments into a mission-valued, probabilistic representation of that environment on which decision makers can formulate actions, this is the only book that addresses real-time management of ISR from a first principles approach (information theory), and how information theory can be applied to the design and development of ISR systems.

ISR and the Gulf
ISR and the Gulf

Author: The International Institute for Strategic Studies (IISS)

Publisher: Routledge

Published: 2020-04-22

Total Pages: 138

ISBN-13: 1000191044

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Intelligence, surveillance and reconnaissance (ISR) is today a core capability for the modern military, in peacetime and in war. ISR is and will remain a key enabler in the Gulf region in ongoing conflicts. There is still a reliance on the United States, and its ISR systems deployed in the Gulf, to facilitate ongoing operations and to provide situational awareness at the tactical, operational and strategic levels. However, even US ISR is finite, and there is growing demand for its resources in other regions. The Gulf Cooperation Council states have some ISR capacity, but this needs further development and improved exploitation to better address regional needs. Written by a team of IISS specialists, ISR & the Gulf: An Assessment considers the meaning of and requirement for intelligence, surveillance and reconnaissance in the context of the region. It examines the military needs and industrial aspirations of the Gulf Arab states regarding ISR, and the opportunities and risks these present. The report is a companion work to the Institute’s Missile-Defence Cooperation in the Gulf, and is similarly intended to help provide the basis for informed decision-making to support improved security in the region.

Unmanned Aircraft Systems (Uas) in the Cyber Domain: Protecting Usa's Advanced Air Assets
Unmanned Aircraft Systems (Uas) in the Cyber Domain: Protecting Usa's Advanced Air Assets

Author: Julie J. C. H. Ryan

Publisher: Independently Published

Published: 2018-09-14

Total Pages: 430

ISBN-13: 9781724077066

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Unmanned Aircraft Systems (UAS) are an integral part of the US national critical infrastructure. They must be protected from hostile intent or use to the same level as any other military or commercial asset involved in US national security. However, from the Spratly Islands to Djibouti to heartland America, the expanding Chinese Unmanned Aircraft Systems (UAS / Drone) industry has outpaced the US technologically and numerically on all fronts: military, commercial, and recreational. Both countries found that there were large information security gaps in unmanned systems that could be exploited on the international cyber-security stage. Many of those gaps remain today and are direct threats to US advanced Air Assets if not mitigated upfront by UAS designers and manufacturers. The authors contend that US military / commercial developers of UAS hardware and software must perform cyber risk assessments and mitigations prior to delivery of UAS systems to stay internationally competitive and secure. The authors have endeavored to bring a breadth and quality of information to the reader that is unparalleled in the unclassified sphere. This book will fully immerse and engage the reader in the cyber-security considerations of this rapidly emerging technology that we know as unmanned aircraft systems (UAS). Topics covered include National Airspace (NAS) policy issues, information security, UAS vulnerabilities in key systems (Sense and Avoid / SCADA), collision avoidance systems, stealth design, intelligence, surveillance and reconnaissance (ISR) platforms; weapons systems security; electronic warfare considerations; data-links, jamming operational vulnerabilities and still-emerging political scenarios that affect US military / commercial decisions.

C4ISR for Future Naval Strike Groups
C4ISR for Future Naval Strike Groups

Author: National Research Council

Publisher: National Academies Press

Published: 2006-04-26

Total Pages: 300

ISBN-13: 0309185904

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The Navy has put forth a new construct for its strike forces that enables more effective forward deterrence and rapid response. A key aspect of this construct is the need for flexible, adaptive command, control, communications, computers, intelligence, surveillance, and reconnaissance (C4ISR) systems. To assist development of this capability, the Navy asked the NRC to examine C4ISR for carrier, expeditionary, and strike and missile defense strike groups, and for expeditionary strike forces. This report provides an assessment of C4ISR capabilities for each type of strike group; recommendations for C4ISR architecture for use in major combat operations; promising technology trends; and an examination of organizational improvements that can enable the recommended architecture.

High-pT Physics in the Heavy Ion Era
High-pT Physics in the Heavy Ion Era

Author: Jan Rak

Publisher: Cambridge University Press

Published: 2013-04-25

Total Pages: 399

ISBN-13: 0521190290

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One of few books to address both high-pT physics and relativistic heavy ion collisions. Essential handbook for graduates and researchers.

An Introduction to Statistical Learning
An Introduction to Statistical Learning

Author: Gareth James

Publisher: Springer Nature

Published: 2023-08-01

Total Pages: 617

ISBN-13: 3031387473

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An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.