Optimal Coverage In Wireless Sensor Networks

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Glowworm Swarm Optimization

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Author : Krishnanand N. Kaipa
language : en
Publisher: Springer
Release Date : 2017-01-10

Glowworm Swarm Optimization written by Krishnanand N. Kaipa and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-10 with Technology & Engineering categories.

This book provides a comprehensive account of the glowworm swarm optimization (GSO) algorithm, including details of the underlying ideas, theoretical foundations, algorithm development, various applications, and MATLAB programs for the basic GSO algorithm. It also discusses several research problems at different levels of sophistication that can be attempted by interested researchers. The generality of the GSO algorithm is evident in its application to diverse problems ranging from optimization to robotics. Examples include computation of multiple optima, annual crop planning, cooperative exploration, distributed search, multiple source localization, contaminant boundary mapping, wireless sensor networks, clustering, knapsack, numerical integration, solving fixed point equations, solving systems of nonlinear equations, and engineering design optimization. The book is a valuable resource for researchers as well as graduate and undergraduate students in the area of swarm intelligence and computational intelligence and working on these topics.

Optimal Coverage In Wireless Sensor Networks

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Author : Weili Wu
language : en
Publisher: Springer Nature
Release Date : 2020-09-30

Optimal Coverage In Wireless Sensor Networks written by Weili Wu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-30 with Mathematics categories.

This book will serve as a reference, presenting state-of-the-art research on theoretical aspects of optimal sensor coverage problems. Readers will find it a useful tool for furthering developments on theory and applications of optimal coverage; much of the content can serve as material for advanced topics courses at the graduate level. The book is well versed with the hottest research topics such as Lifetime of Coverage, Weighted Sensor Cover, k-Coverage, Heterogeneous Sensors, Barrier, Sweep and Partial Coverage, Mobile Sensors, Camera Sensors and Energy-Harvesting Sensors, and more. Topics are introduced in a natural order from simple covers to connected covers, to the lifetime problem. Later, the book begins revisiting earlier problems ranging from the introduction of weights to coverage by k sensors and partial coverage, and from sensor heterogeneity to novel problems such as the barrier coverage problem. The book ends with coverage of mobile sensors, camera sensors, energy-harvesting sensors, underwater sensors, and crowdsensing.

Algorithms For Optimal

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Author : Megha Sharma Bisht
language : en
Publisher: LAP Lambert Academic Publishing
Release Date : 2012

Algorithms For Optimal written by Megha Sharma Bisht and has been published by LAP Lambert Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with categories.

A Wireless Sensor Network (WSN) consists of spatially distributed autonomous devices (sensor nodes) to cooperatively monitor physical or environmental conditions such as temperature, sound, vibration, pressure, motion or pollutants, at different locations.This book focuses on some important issues of WSNs like coverage, connectivity, and energy-effieciency, but, primarily, different strategies for the deployment of sensor nodes have been considered so as to maintain optimal levels of coverage.

Optimal Connected Coverage For Wireless Sensor Networks

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Author : Xiaole Bai
language : en
Publisher:
Release Date : 2009

Optimal Connected Coverage For Wireless Sensor Networks written by Xiaole Bai and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with categories.

Abstract: Coverage and connectivity are two key properties of wireless networks, particularly wireless sensor networks (WSNs). Deploying sensor nodes to simultaneously achieve coverage and connectivity requirements is a fundamental problem in WSNs. It is insufficient to consider coverage alone when deploying a wireless sensor network; connectivity must also be considered. While moderate loss of coverage can be tolerated by WSN applications, loss of connectivity can be fatal. Moreover, since sensors are subject to unanticipated failures after deployment, it is not sufficient for a wireless sensor network to just be connected, it should be k-connected (for k> 1). In this dissertation, we propose optimal deployment patterns to achieve both full coverage and k-connectivity for k=1,2,3,4,5, and 6, respectively, and prove their optimality for all values of r_c/r_s, where r_c is the communication radius and r_s is the sensing radius. By optimal deployment patterns, we mean those patterns that can achieve desired coverage and connectivity requirements with the fewest sensor nodes. Our results' fundamentality and generality facilitate their practical applications in, e.g., wireless mesh networks and 802.15.4 networks. We discover an interesting emph{pattern mutation} phenomenon in pattern evolution as r_c/r_s continuously changes. This phenomenon has both theoretical and practical implications. We also study several practical issues in wireless sensor network deployment in this dissertation.

Intelligent Control And Automation

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Author : De-Shuang Huang
language : en
Publisher: Springer
Release Date : 2006-09-08

Intelligent Control And Automation written by De-Shuang Huang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-09-08 with Technology & Engineering categories.

Results of the International Conference on Intelligent Computing, ICIC 2006: Lecture Notes in Computer Science (LNCS), Lecture Notes in Artificial Intelligence (LNAI), Lecture Notes in Bioinformatics (LNBI), Lecture Notes in Control and Information Sciences (LNCIS). 142 revised full papers are organized in topical sections: Blind Source Separation; Intelligent Sensor Networks; Intelligent Control and Automation; and Data Fusion, Knowledge Discovery, and Data Mining. Includes a Special Session on Smart and Intelligent Home Technology.

Search And Optimization By Metaheuristics

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Author : Ke-Lin Du
language : en
Publisher: Birkhäuser
Release Date : 2016-07-20

Search And Optimization By Metaheuristics written by Ke-Lin Du and has been published by Birkhäuser this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-20 with Computers categories.

This textbook provides a comprehensive introduction to nature-inspired metaheuristic methods for search and optimization, including the latest trends in evolutionary algorithms and other forms of natural computing. Over 100 different types of these methods are discussed in detail. The authors emphasize non-standard optimization problems and utilize a natural approach to the topic, moving from basic notions to more complex ones. An introductory chapter covers the necessary biological and mathematical backgrounds for understanding the main material. Subsequent chapters then explore almost all of the major metaheuristics for search and optimization created based on natural phenomena, including simulated annealing, recurrent neural networks, genetic algorithms and genetic programming, differential evolution, memetic algorithms, particle swarm optimization, artificial immune systems, ant colony optimization, tabu search and scatter search, bee and bacteria foraging algorithms, harmony search, biomolecular computing, quantum computing, and many others. General topics on dynamic, multimodal, constrained, and multiobjective optimizations are also described. Each chapter includes detailed flowcharts that illustrate specific algorithms and exercises that reinforce important topics. Introduced in the appendix are some benchmarks for the evaluation of metaheuristics. Search and Optimization by Metaheuristics is intended primarily as a textbook for graduate and advanced undergraduate students specializing in engineering and computer science. It will also serve as a valuable resource for scientists and researchers working in these areas, as well as those who are interested in search and optimization methods.

Innovations In Computational Intelligence And Computer Vision

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Author : Manoj Kumar Sharma
language : en
Publisher: Springer
Release Date : 2020-09-22

Innovations In Computational Intelligence And Computer Vision written by Manoj Kumar Sharma and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-22 with Technology & Engineering categories.

This book presents high-quality, peer-reviewed papers from the International Conference on “Innovations in Computational Intelligence and Computer Vision (ICICV 2020),” hosted by Manipal University Jaipur, Rajasthan, India, on January 17–19, 2020. Offering a collection of innovative ideas from researchers, scientists, academics, industry professionals and students, the book covers a variety of topics, such as artificial intelligence and computer vision, image processing and video analysis, applications and services of artificial intelligence and computer vision, interdisciplinary areas combining artificial intelligence and computer vision, and other innovative practices.

Smart Sensor Networks Using Ai For Industry 4 0

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Author : Soumya Ranjan Nayak
language : en
Publisher: CRC Press
Release Date : 2024-10-07

Smart Sensor Networks Using Ai For Industry 4 0 written by Soumya Ranjan Nayak and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-07 with Business & Economics categories.

Smart Sensor Networks (WSNs) using AI has left a mark on the lives of all by aiding in various sectors such as manufacturing, education, healthcare, and monitoring of the environment and industries. This book covers recent AI applications and explores aspects of modern sensor technologies and the systems needed to operate them.

Underwater Acoustic Sensor Networks

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Author : Yang Xiao
language : en
Publisher: Auerbach Publications
Release Date : 2010-05-19

Underwater Acoustic Sensor Networks written by Yang Xiao and has been published by Auerbach Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-05-19 with Technology & Engineering categories.

A detailed review of underwater channel characteristics, Underwater Acoustic Sensor Networks investigates the fundamental aspects of underwater communication. Prominent researchers from around the world consider contemporary challenges in the development of underwater acoustic sensor networks (UW-ASNs) and introduce a cross-layer approach for effective integration of all communication functionalities. Discussing architectures for two- and three-dimensional sensor networks, this authoritative resource clearly delineates the main differences between terrestrial and underwater sensor networks—covering the wide range of topics related to UW-ASNs. It examines efficient distributed routing algorithms for delay-insensitive and delay-sensitive applications and introduces a realistic acoustic model characterized by channel utilization efficiency that enables proper setting of the optimal packet size for underwater communication. It also: Provides efficient sensor communication protocols for the underwater environment Addresses the topology control problem for sparse and dense 3D networks Presents a novel distributed MAC protocol that incorporates a unique closed-loop distributed algorithm for setting the optimal transmit power and code length The book includes coverage of routing, fault tolerance, time synchronization, optimal clustering, medium access control, software, hardware, and channel modeling. Exploring the need to design an energy-efficient cross-layer protocol suite, this resource provides the understanding required to achieve high-performance channel access, routing, event transport reliability, and data flow control with underwater acoustic sensors.

Wireless Sensor Networks

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Author : Senchun Chai
language : en
Publisher: Springer
Release Date : 2021-08-17

Wireless Sensor Networks written by Senchun Chai and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-17 with Technology & Engineering categories.

This book presents state-of-the-art research advances in the field of wireless sensor networks systems and approaches. It provides in-depth study on a number of major topics such as protocols, localization, coverage control, community detection, small world analysis, etc. Multidisciplinary in nature and closely integrating theory and practice, the book will be of interest to all university researchers, telecommunications engineers and graduate students in wireless sensor networks who wish to learn the core principles, methods, algorithms, and applications. It would help readers rapidly grasp major topics of wireless sensor network and their advances.