This open access book deals with a rich variety of taxis-type cross-diffusive equations. Particularly, it intends to show the key role played by quasi-energy inequality in the derivation of some necessary a priori estimates. This book addresses applied mathematics and all researchers interested in mathematical development of reaction-diffusion theory and its application and can be a basis for a graduate course in applied mathematics.
This book focuses on mobile data and its applications in the wireless networks of the future. Several topics form the basis of discussion, from a mobile data mining platform for collecting mobile data, to mobile data processing, and mobile feature discovery. Usage of mobile data mining is addressed in the context of three applications: wireless communication optimization, applications of mobile data mining on the cellular networks of the future, and how mobile data shapes future cities. In the discussion of wireless communication optimization, both licensed and unlicensed spectra are exploited. Advanced topics include mobile offloading, resource sharing, user association, network selection and network coexistence. Mathematical tools, such as traditional convexappl/non-convex, stochastic processing and game theory are used to find objective solutions. Discussion of the applications of mobile data mining to cellular networks of the future includes topics such as green communication networks, 5G networks, and studies of the problems of cell zooming, power control, sleep/wake, and energy saving. The discussion of mobile data mining in the context of smart cities of the future covers applications in urban planning and environmental monitoring: the technologies of deep learning, neural networks, complex networks, and network embedded data mining. Mobile Data Mining and Applications will be of interest to wireless operators, companies, governments as well as interested end users.
This book is inspired by the development of distributed model predictive control of networked systems to save computation and communication sources. The significant new contribution is to show how to design efficient DMPCs that can be coordinated asynchronously with the increasing effectiveness of the event-triggering mechanism and how to improve the event-triggered DMPC for different requirements improvement of control performance, extension to interconnected networked systems, etc. The book is likely to be of interest to the persons who are engaged in researching control theory in academic institutes, the persons who go in for developing control systems in R&D institutes or companies, the control engineers who are engaged in the implementation of control algorithms, and people who are interested in the distributed MPC.
This SpringerBrief provides a concise guide to applying wireless energy transfer techniques in traditional battery-powered sensor networks. It examines the benefits and challenges of wireless power including efficiency and reliability. The authors build a wireless rechargeable sensor networks from scratch and aim to provide perpetual network operation. Chapters cover a wide range of topics from the collection of energy information and recharge scheduling to joint design with typical sensing applications such as data gathering. Problems are approached using a natural combination of probability theory, optimization, algorithm and protocol designs. All proposed mechanisms are evaluated by extensive simulations. Wireless Rechargeable Sensor Networks targets professionals and researchers working in networks, wireless communications, energy technology and information technology. Advanced-level students studying electrical engineering and computer science will also find this material useful as a study guide.
This book reviews the latest advances in the development of silicon nano-biotechnology for biological and biomedical applications, which include biosensing, bioimaging, and cancer therapy. In this book, newly developed silicon nano-biotechnology and its biomedical applications are systematically introduced. For instance, fluorescent silicon nanoparticles, serving as novel high-performance biological nanoprobes, are superbly suited to real-time and long-term bioimaging. Silicon nanowire-based sensing platform is especially capable of sensitive, specific, and multiplexed detection of various biological species. Silicon-based nanocarriers with ultra-high drug-loading capacity are highly efficacious for in vitro and in vivo cancer therapies. This book is intended for readers who are interested in the design of functional silicon nanostructures and their biological and biomedical applications. It uses silicon nanoparticles and silicon nanowires as models and discusses topics ranging from their synthesis to their biological applications, the goal being to highlight these exciting achievements as starting points in the field of silicon nano-biotechnology. Yao He is a Professor at Institute of Functional Nano&Soft Materials (FUNSOM), Soochow University, China. Yuanyuan Su is an Associate Professor at Institute of Functional Nano&Soft Materials (FUNSOM), Soochow University, China.
There has been a surging interest in developing systems for analyzing big graphs generated by real applications, such as online social networks and knowledge graphs. This book aims to help readers get familiar with the computation models of various graph processing systems with minimal time investment. This book is organized into three parts, addressing three popular computation models for big graph analytics: think-like-a-vertex, think-likea- graph, and think-like-a-matrix. While vertex-centric systems have gained great popularity, the latter two models are currently being actively studied to solve graph problems that cannot be efficiently solved in vertex-centric model, and are the promising next-generation models for big graph analytics. For each part, the authors introduce the state-of-the-art systems, emphasizing on both their technical novelties and hands-on experiences of using them. The systems introduced include Giraph, Pregel+, Blogel, GraphLab, CraphChi, X-Stream, Quegel, SystemML, etc. Readers will learn how to design graph algorithms in various graph analytics systems, and how to choose the most appropriate system for a particular application at hand. The target audience for this book include beginners who are interested in using a big graph analytics system, and students, researchers and practitioners who would like to build their own graph analytics systems with new features.
Reindeer-herding Ewenki hunters have lived in the forests of China’s Greater Khingan Range for over three hundred years. They have sustained their livelihoods by collecting plants and herbs, hunting animals and herding reindeer. This ethnography details changing Ewenki ways of life brought first by China’s modernization and development policies and more recently by ecological policies that aim to preserve and restore the badly damaged ecologies of western China. Xie reflects on modernization and urbanization in China through this study of ecological migration policies and their effects on relocated Aoluguya Ewenki hunters.
This comprehensive compendium designs deep neural network models and systems for intelligent analysis of fundus imaging. In response to several blinding fundus diseases such as Retinopathy of Prematurity (ROP), Diabetic Retinopathy (DR) and Macular Edema (ME), different image acquisition devices and fundus image analysis tasks are elaborated.From the actual fundus disease analysis tasks, various deep neural network models and experimental results are constructed and analyzed. For each task, an actual system for clinical application is developed.This useful reference text provides theoretical and experimental reference basis for AI researchers, system engineers of intelligent medicine and ophthalmologists.
Anxiety disorder is a broad term used to describe a group of mental disorders characterized by a collection of anxiety symptoms as the primary clinical presentation. These disorders are marked by excessive fear and anxiety, along with associated behavioral disturbances. Fear refers to an anxious reaction when confronted with a specific unfavorable or dangerous situation, while anxiety refers to a state of highly disturbed anticipation, accompanied by nervousness and autonomic dysfunction, even without appropriate ob-jective factors. According to the ICD-11 and DSM-5 classifications of dis-orders, the current anxiety disorder includes: generalized anxiety disorder, panic disorder, agoraphobia, social anxiety disorder, specific phobia disorder, dissociative anxiety disorder, selective mutism and anxiety disorders caused by other medications or physical illnesses. The five most common types of anxiety disorders are generalized anxiety disorder, panic disorder, specific phobia disorder, social anxiety disorder and specific fear disorder.
The book addresses the prevalent digital transformation and focuses on its significant disruption in healthcare. In light of the distinctive characteristics and evolution of the Chinese healthcare industry, private multi-sided platform (MSP) companies emerge to offer novel values and explore the industry value chain. Drawing on the management and economics literature of MSPs, this book examines the selected Chinese MSPs and compares them with the counterpart MSPs in the U.S. This analysis highlights how the unfolding healthcare disruption is valuable for both scholars and practitioners to understand the trends and to take effective actions. “Disruptive Innovation through Digital Transformation: Multi-Sided Platforms of E-Health in China” provides readers in the developing and developed countries with insights on how to approach the current multi-sided platform and to resolve the current problems to better serve customers and patients in the healthcare market.
This book explores the application of the open-source software OpenGeoSys (OGS) for hydrological numerical simulations concerning conservative and reactive transport modeling. It provides general information on the hydrological and groundwater flow modeling of a real case study and step-by-step model set-up with OGS, while also highlighting related components such as the OGS Data Explorer. The material is based on unpublished manuals and the results of a collaborative project between China and Germany (SUSTAIN H2O). Though the book is primarily intended for graduate students and applied scientists who deal with hydrological modeling, it also offers a valuable source of information for professional geoscientists wishing to expand their knowledge of the numerical modeling of hydrological processes including nitrate reactive transport modeling. This book is the second in a series that showcases further applications of computational modeling in hydrological science.
This open access book deals with a rich variety of taxis-type cross-diffusive equations. Particularly, it intends to show the key role played by quasi-energy inequality in the derivation of some necessary a priori estimates. This book addresses applied mathematics and all researchers interested in mathematical development of reaction-diffusion theory and its application and can be a basis for a graduate course in applied mathematics.
This book includes six chapters. The first chapter introduces the characteristics and the classification of POPs; the second chapter explains the harm of POPs from the perspective of environmental science; the third chapter introduces in detail the distribution characteristics of POPs in China; the fourth chapter analyses the need for legal governance to prevent and control pollution of POPs in China from the perspective of legislation; the fifth chapter comprehensively reviews the relevant laws, regulations and rules on prevention and control of POPs in China, from the macro level and micro level; and the sixth chapter analyses the problems during the process of legal governance and offers some suggestions from four links, including legislation, enforcement, judicature and law-abiding. The authors hope this research can play a role in the legal governance of POP pollution in China and also hope readers will understand the state of legal governance of POPs in China. The authors ask that they give some valued comments for the environmental protection of China.
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