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Artificial Intelligence - A Systems Approach From Architecture Principles To Deployment

by Bruke M. Kifle e David R. Martinez

~~291,50€~~ 262,35€ 10% OFF

 The first text to take a systems engineering approach to artificial intelligence (AI), from architecture principles to the development and deployment of AI capabilities.Most books on artificial intelligence (AI) focus on a single functional building block, such as machine learning or human-machine teaming. Artificial Intelligence takes a more holistic approach, addressing AI from the view of systems engineering. The book centers on the people-process-technology triad that is critical to successful development of AI products and services. Development starts with an AI design, based on the AI system architecture, and culminates with successful deployment of the AI capabilities. Directed toward AI developers and operational users, this accessibly written volume of the MIT Lincoln Laboratory Series can also serve as a text for undergraduate seniors and graduate-level students and as a reference book. • In-depth look at modern computing technologies • Systems engineering description and means to successfully undertake an AI product or service development through deployment • Existing methods for applying machine learning operations (MLOps) • AI system architecture including a description of each of the AI pipeline building blocks • Challenges and approaches to attend to responsible AI in practice • Tools to develop a strategic roadmap and techniques to foster an innovative team environment • Multiple use cases that stem from the authors'' MIT classes, as well as from AI practitioners, AI project managers, early-career AI team leaders, technical executives, and entrepreneurs • Exercises and Jupyter notebook examples
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Measurements-Based Radar Signature Modeling - An Analysis Framework

by John A. Tabaczynski e Joseph T. Mayhan

~~331,25€~~ 298,13€ 10% OFF

 A high-level text that synthesizes diverse research areas for characterizing objects (targets) from radar data and establishes a novel analysis framework for a class of signal processing techniques useful for high-resolution radar signature modeling.The only text to integrate a diverse body of work on characterizing objects (targets) from radar data into a common analysis framework, this book brings together the results of research papers and technical reports providing improved resolution and precision in radar target signature modeling and target motion solutions. It offers comprehensive coverage related to basic radar concepts, signal representation, and radar measurements; the development of advanced analysis tools essential for high-resolution signature modeling; the development of novel wideband and narrowband radar imaging techniques; the application of 2D spectral estimation theory to wideband signal processing; ultra-wideband scattering phenomenology and sparse-band sensor data fusion; and the integration of field measurements into the radar signature modeling process. The analysis techniques developed in the text provide the framework for a novel approach, called measurements-based modeling (MBM), to model target signatures by incorporating measurement data into the signature model of the target. Extensive examples throughout compare the performance of the new techniques with that of conventional analysis techniques. • The first systematic, comprehensive synthesis of wide-ranging research areas for characterizing targets from radar data • A deeply researched, lucid presentation enriched by extensive illustrations and examples • An essential reference for experts in radar and signal processing, professional engineers in related fields, and graduate students
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Modern Hf Signal Detection And Direction Finding

by Jay R. Sklar

331,25€ + 10% CARD

 Detailed descriptions of detection, direction-finding, and signal-estimation methods, using consistent formalisms and notation, emphasizing HF antenna array sensing applications.Adaptive antenna array technology encompasses many powerful interference suppression approaches that exploit spatial differences among signals reaching a radio receiver system. Today, worldwide propagation phenomenology occurring in the High Frequency (HF) radio regime has made such interference common. In this book, Jay Sklar, a longtime researcher at MIT Lincoln Laboratory, presents detailed descriptions of detection, direction-finding, and signal-estimation methods applicable at HF, using consistent formalisms and notation. Modern electronic system technology has made many of these techniques affordable and practical; the goal of the book is to offer practicing engineers a comprehensive and self-contained reference that will encourage more widespread application of these approaches.The book is based on the author''s thirty years of managing MIT Lincoln Laboratory work on the application of adaptive antenna array technologies to the sensing of HF communication signals. After an overview of HF propagation phenomenology, communication signal formats, and HF receiver architectural approaches, Sklar describes the HF propagation environment in more detail; introduces important modulation approaches and signaling protocols used at HF; discusses HF receiver system architectural features; and addresses signal processor architecture and its implementation. He then presents the technical foundation for the book: the vector model for a signal received at an adaptive array antenna. He follows this with discussions of actual signal processing techniques for detection and direction finding, including specific direction-finding algorithms; geolocation techniques; and signal estimation.
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Ultrawideband Phased Array Antenna Technology For Sensing And Communications Systems

by Alan J. Fenn e Peter T. Hurst

172,25€ + 10% CARD

 Practical ultrawideband phased array technology used in airborne and ground-based systems applications.Ultrawideband phased array antennas are an enabling technology for many ground-based and airborne communications and radar systems. This book surveys electromagnetic theory and phased array antenna theory and provides examples of ultrawideband phased array antenna technology. It describes some of the research on ultrawideband phased arrays undertaken by the authors and their colleagues at MIT Lincoln Laboratory over the last ten years. The book focuses on experimental prototype ultrawideband phased array technology developed at Lincoln Laboratory for applications in the VHF and UHF bands from approximately 100 MHz to 1 GHz, and addresses dipole, monopole, loop, and other antenna array elements. It offers examples of antennas for both airborne and ground vehicle applications. Most of the examples are developed in the context of rapid prototyping for quick assessment of communications and radar systems feasibility, with measurements and numerical electromagnetic simulation results provided for many prototype examples. The book is intended primarily for practicing antenna engineers, radar engineers, and communications engineers, and for graduate students and researchers in electrical engineering. Readers need no prior knowledge of ultrawideband antennas, although some background in electromagnetic theory, antennas, radar, and communications would be helpful.
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Perspectives In Space Surveillance

344,50€ + 10% CARD

 The development of deep space surveillance technology and its later application to near-Earth surveillance, covering work at Lincoln Laboratory from 1970 to 2000.
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Decision Making Under Uncertainty - Theory And Application

by Mykel J. Kochenderfer

212,00€ + 10% CARD

 An introduction to decision making under uncertainty from a computational perspective, covering both theory and applications ranging from speech recognition to airborne collision avoidance.Many important problems involve decision making under uncertainty—that is, choosing actions based on often imperfect observations, with unknown outcomes. Designers of automated decision support systems must take into account the various sources of uncertainty while balancing the multiple objectives of the system. This book provides an introduction to the challenges of decision making under uncertainty from a computational perspective. It presents both the theory behind decision making models and algorithms and a collection of example applications that range from speech recognition to aircraft collision avoidance.Focusing on two methods for designing decision agents, planning and reinforcement learning, the book covers probabilistic models, introducing Bayesian networks as a graphical model that captures probabilistic relationships between variables; utility theory as a framework for understanding optimal decision making under uncertainty; Markov decision processes as a method for modeling sequential problems; model uncertainty; state uncertainty; and cooperative decision making involving multiple interacting agents. A series of applications shows how the theoretical concepts can be applied to systems for attribute-based person search, speech applications, collision avoidance, and unmanned aircraft persistent surveillance.Decision Making Under Uncertainty unifies research from different communities using consistent notation, and is accessible to students and researchers across engineering disciplines who have some prior exposure to probability theory and calculus. It can be used as a text for advanced undergraduate and graduate students in fields including computer science, aerospace and electrical engineering, and management science. It will also be a valuable professional reference for researchers in a variety of disciplines.
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Perspectives On Defense Systems Analysis

by William P. Delaney

291,50€ + 10% CARD

 A guide to defense systems analysis by experts who have worked on systems that range from air defense to space defense.
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Modern Hf Signal Detection And Direction-Finding

by Jay R. (Senior Staff, Mit Lincoln Laboratory) Sklar

153,21€

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ENGLISH

Perspectives On Space Surveillance

OUT OF STOCK OR NOT AVAILABLE

 The development of deep space surveillance technology and its later application to near-Earth surveillance, covering work at Lincoln Laboratory from 1970 to 2000.
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Reading Heidegger'S Black Notebooks 1931-1941

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 Heidegger scholars consider the philosopher's recently published notebooks, including the issues of Heidegger's Nazism and anti-Semitism.
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Applied State Estimation And Association

by Chaw-Bing Chang e Keh-Ping Dunn

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 A rigorous introduction to the theory and applications of state estimation and association, an important area in aerospace, electronics, and defense industries.
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Perspectives On Defense Systems Analysis

by William P. (Massachusetts Institute Of Technology) Delaney

OUT OF STOCK OR NOT AVAILABLE

 A guide to defense systems analysis by experts who have worked on systems that range from air defense to space defense.
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Decision Making Under Uncertainty - Theory And Application

by Mykel J. (Stanford University) Kochenderfer

OUT OF STOCK OR NOT AVAILABLE

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