Algorithms for Persistent Autonomy and Surveillance

Algorithms for Persistent Autonomy and Surveillance
Author: Cenk Baykal
Publisher:
Total Pages: 70
Release: 2017
Genre:
ISBN:

Download Algorithms for Persistent Autonomy and Surveillance Book in PDF, Epub and Kindle

In this thesis, we consider the problem of monitoring stochastic, time-varying events occurring at discrete locations. Our problem formulation extends prior work in persistent surveillance by considering the objective of successfully completing monitoring tasks in unknown, dynamic environments where the rates of events are time-inhomogeneous and may be subject to abrupt changes. We propose novel monitoring algorithms that effectively strike a balance between exploration and exploitation as well as a balance between remembering and discarding information to handle temporal variations in unknown environments. We present analysis proving the favorable properties of the policies generated by our algorithms and present simulation results demonstrating their effectiveness in several monitoring scenarios inspired by real-world applications. Our theoretical and empirical results support the applicability of our algorithm to a wide range of monitoring applications, such as detection and tracking efforts at a large scale.

Autonomous Control for a Reliable Internet of Services

Autonomous Control for a Reliable Internet of Services
Author: Ivan Ganchev
Publisher: Springer
Total Pages: 416
Release: 2018-05-30
Genre: Computers
ISBN: 3319904159

Download Autonomous Control for a Reliable Internet of Services Book in PDF, Epub and Kindle

This open access book was prepared as a Final Publication of the COST Action IC1304 “Autonomous Control for a Reliable Internet of Services (ACROSS)”. The book contains 14 chapters and constitutes a show-case of the main outcome of the Action in line with its scientific goals. It will serve as a valuable reference for undergraduate and post-graduate students, educators, faculty members, researchers, engineers, and research strategists working in this field. The explosive growth of the Internet has fundamentally changed the global society. The emergence of concepts like SOA, SaaS, PaaS, IaaS, NaaS, and Cloud Computing in general has catalyzed the migration from the information-oriented Internet into an Internet of Services (IoS). This has opened up virtually unbounded possibilities for the creation of new and innovative services that facilitate business processes and improve the quality of life. However, this also calls for new approaches to ensuring the quality and reliability of these services. The objective of this book is, by applying a systematic approach, to assess the state-of-the-art and consolidate the main research results achieved in this area.

Autonomous Vehicles - Applications and Perspectives

Autonomous Vehicles - Applications and Perspectives
Author: Petar Piljek
Publisher: BoD – Books on Demand
Total Pages: 160
Release: 2023-09-27
Genre: Transportation
ISBN: 1837696616

Download Autonomous Vehicles - Applications and Perspectives Book in PDF, Epub and Kindle

In recent times, remarkable progress has taken place in the field of autonomous vehicles, reshaping industries such as logistics, transportation, defense, and more. The quest for achieving fully autonomous systems has been a thrilling yet demanding journey, as researchers and engineers continually push the limits of technological ingenuity. Autonomous Vehicles - Applications and Perspectives delves into the field of autonomous vehicles across eight chapters that cover various facets of this domain. The book is organized into four sections: "Introduction", "Autonomous Vehicles Enabling Technologies", "Autonomous Vehicles Applications and Potentials", and "Challenges and Perspectives". Its main goal is to provide an informative resource for those interested in autonomous vehicles, inspiring progress and discussions for researchers, students, and professionals alike.

Adaptive Autonomous Secure Cyber Systems

Adaptive Autonomous Secure Cyber Systems
Author: Sushil Jajodia
Publisher: Springer Nature
Total Pages: 291
Release: 2020-02-04
Genre: Computers
ISBN: 3030334325

Download Adaptive Autonomous Secure Cyber Systems Book in PDF, Epub and Kindle

This book explores fundamental scientific problems essential for autonomous cyber defense. Specific areas include: Game and control theory-based moving target defenses (MTDs) and adaptive cyber defenses (ACDs) for fully autonomous cyber operations; The extent to which autonomous cyber systems can be designed and operated in a framework that is significantly different from the human-based systems we now operate; On-line learning algorithms, including deep recurrent networks and reinforcement learning, for the kinds of situation awareness and decisions that autonomous cyber systems will require; Human understanding and control of highly distributed autonomous cyber defenses; Quantitative performance metrics for the above so that autonomous cyber defensive agents can reason about the situation and appropriate responses as well as allowing humans to assess and improve the autonomous system. This book establishes scientific foundations for adaptive autonomous cyber systems and ultimately brings about a more secure and reliable Internet. The recent advances in adaptive cyber defense (ACD) have developed a range of new ACD techniques and methodologies for reasoning in an adaptive environment. Autonomy in physical and cyber systems promises to revolutionize cyber operations. The ability of autonomous systems to execute at scales, scopes, and tempos exceeding those of humans and human-controlled systems will introduce entirely new types of cyber defense strategies and tactics, especially in highly contested physical and cyber environments. The development and automation of cyber strategies that are responsive to autonomous adversaries pose basic new technical challenges for cyber-security. This book targets cyber-security professionals and researchers (industry, governments, and military). Advanced-level students in computer science and information systems will also find this book useful as a secondary textbook.

The Dangers of Technological Totalitarianism and Surveillance Capitalism

The Dangers of Technological Totalitarianism and Surveillance Capitalism
Author: Santos Costa
Publisher:
Total Pages: 196
Release:
Genre: Political Science
ISBN:

Download The Dangers of Technological Totalitarianism and Surveillance Capitalism Book in PDF, Epub and Kindle

"The Dangers of Technological Totalitarianism and Surveillance Capitalism: Inside the Algorithm" is a book that explores the dangers and challenges facing contemporary society in a world increasingly dominated by technology and characterized by massive data collection. In this book, the author addresses two distinct but interconnected dangers arising from the same technological tools. The first danger is the resurgence of extreme totalitarian regimes, in which technological tools are used to monitor and control the population in ways previously unimaginable. The author points out that these abuses can occur in various countries and warns of the potential for totalitarianism to become the norm in some nations. The second danger addressed is surveillance capitalism, an economic and social system based on the collection and exploitation of personal data. The author examines in detail the cycle of surveillance capitalism, from massive data collection to monetization, highlighting the risks of privacy, manipulation and social compliance that arise in this context. The book also explores the social and ethical consequences of surveillance capitalism, raising questions about corporate and government responsibility for controlling and transparently the algorithms that shape our lives. Throughout the chapters, the author presents case studies and concrete examples to illustrate the dangers and impacts of these phenomena. In addition, strategies of resistance and preservation of privacy are discussed, aimed at providing readers with a broader understanding of the meaning of human life in a world where increasingly important decisions are made by external algorithms. "The Dangers of Technological Totalitarianism and Surveillance Capitalism" is essential work for those seeking to understand the challenges and dilemmas of today's technological world. The book serves as a warning about the importance of reflecting on the importance of freedom, privacy, and human action in an age dominated by algorithms and surveillance systems.

Autonomous Navigation and Deployment of UAVs for Communication, Surveillance and Delivery

Autonomous Navigation and Deployment of UAVs for Communication, Surveillance and Delivery
Author: Hailong Huang
Publisher: John Wiley & Sons
Total Pages: 276
Release: 2022-09-09
Genre: Technology & Engineering
ISBN: 1119870852

Download Autonomous Navigation and Deployment of UAVs for Communication, Surveillance and Delivery Book in PDF, Epub and Kindle

Autonomous Navigation and Deployment of UAVs for Communication, Surveillance and Delivery Authoritative resource offering coverage of communication, surveillance, and delivery problems for teams of unmanned aerial vehicles (UAVs) Autonomous Navigation and Deployment of UAVs for Communication, Surveillance and Delivery studies various elements of deployment of networks of unmanned aerial vehicle (UAV) base stations for providing communication to ground users in disaster areas, covering problems like ground traffic monitoring, surveillance of environmental disaster areas (e.g. brush fires), using UAVs in rescue missions, converting UAV video surveillance, and more. The work combines practical problems, implementable and computationally efficient algorithms to solve these problems, and mathematically rigorous proofs of each algorithm’s convergence and performance. One such example provided by the authors is a novel biologically inspired motion camouflage algorithm to covert video surveillance of moving targets by an unmanned aerial vehicle (UAV). All autonomous navigation and deployment algorithms developed in the book are computationally efficient, easily implementable in engineering practice, and based only on limited information on other UAVs of each and the environment. Sample topics discussed in the work include: Deployment of UAV base stations for communication, especially with regards to maximizing coverage and minimizing interference Deployment of UAVs for surveillance of ground areas and targets, including surveillance of both flat and uneven areas Navigation of UAVs for surveillance of moving areas and targets, including disaster areas and ground traffic monitoring Autonomous UAV navigation for covert video surveillance, offering extensive coverage of optimization-based navigation Integration of UAVs and public transportation vehicles for parcel delivery, covering both one-way and round trips Professionals in navigation and deployment of unmanned aerial vehicles, along with researchers, engineers, scientists in intersecting fields, can use Autonomous Navigation and Deployment of UAVs for Communication, Surveillance and Delivery to gain general knowledge on the subject along with practical, precise, and proven algorithms that can be deployed in a myriad of practical situations.

Algorithms for Sensor Systems

Algorithms for Sensor Systems
Author: Thomas Erlebach
Publisher: Springer
Total Pages: 248
Release: 2012-02-09
Genre: Computers
ISBN: 3642282091

Download Algorithms for Sensor Systems Book in PDF, Epub and Kindle

This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Workshop on Algorithms for Sensor Systems, Wireless Ad Hoc Networks, and Autonomous Mobile Entities, ALGOSENSORS 2011, held in Saarbrücken, Germany, in September 2011. The 16 revised full papers presented together with two invited keynote talks were carefully reviewed and selected from 31 submissions. The papers are organized in two tracks: sensor networks, covering topics such as localization, lifetime maximization, interference control, neighbor discovery, self-organization, detection, and aggregation; and ad hoc wireless and mobile systems including the topics: routing, scheduling and capacity optimization in the SINR model, continuous monitoring, and broadcasting.

Multiagent Systems and Applications

Multiagent Systems and Applications
Author: Maria Ganzha
Publisher: Springer Science & Business Media
Total Pages: 296
Release: 2012-10-06
Genre: Computers
ISBN: 3642333222

Download Multiagent Systems and Applications Book in PDF, Epub and Kindle

The focus of the book is on completed implementations of agent-based software systems. Here, agent technology is considered broadly, starting from development of agent platforms, all the way through systems actually implemented. The covered topics also include lessons learned during implementation of agent platforms and the reflection on the process of development and application of agent-based systems. The book includes 10 chapters where interested reader can find discussion of important issues encountered during development of well-known agent platforms such as JADE and Jadex as well as some interesting experiences in developing a new platform that combines software agent and Web Services. Furthermore, the book shows readers several valuable examples of applications based on multi-agent systems including simulations, agents in autonomous negotiations and agents in public administration modelling. We believe that the book will prove useful to the researchers, professors and the practitioners in all disciplines including science and technology.

(Dis)Obedience in Digital Societies

(Dis)Obedience in Digital Societies
Author: Sven Quadflieg
Publisher: transcript Verlag
Total Pages: 383
Release: 2022-03-31
Genre: Social Science
ISBN: 3732857638

Download (Dis)Obedience in Digital Societies Book in PDF, Epub and Kindle

Algorithms are not to be regarded as a technical structure but as a social phenomenon - they embed themselves, currently still very subtle, into our political and social system. Algorithms shape human behavior on various levels: they influence not only the aesthetic reception of the world but also the well-being and social interaction of their users. They act and intervene in a political and social context. As algorithms influence individual behavior in these social and political situations, their power should be the subject of critical discourse - or even lead to active disobedience and to the need for appropriate tools and methods which can be used to break the algorithmic power.