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Covering the fundamental theory together with the state-of-the-art in research and development, this practical guide provides the techniques needed to design, analyze, and optimize device-to-device (D2D) communications in wireless networking. With an ever-increasing demand for higher data rate wireless access, D2D communication is set to become a key feature supported by next generation cellular networks. This book introduces D2D-based wireless communications from the physical, MAC, network, and application layer perspectives, providing all the key background information before moving on to discuss real-world applications as well as potential future developments. Key topics are discussed in detail, such as dynamic resource sharing (for example of spectrum and power) between cellular and ad hoc D2D communications to accommodate larger volumes of traffic and provide better service to users. Readers will understand the practical challenges of resource management, optimization, security, standardization, and network topology, and learn how the design principles are applied in practice.
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The conference focuses on all areas of machine learning and its applications in medicine, biology, industry, manufacturing, security, education, virtual environments, game playing and problem solving.
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Annotation ICARA 2015 is intended to provide a stimulating forum for researchers, scientists, engineers and practitioners to present their latest research findings, ideas, developments and applications in all aspects of automation, robotics and sensors It will include keynote addresses by eminent scientists as well as plenary, special and regular presentation sessions All papers will be peer reviewed and acceptance will be based on quality, originality and relevance Topics Networked and Distributed Intelligent Control Adaptive Control Systems Embedded Systems Mobile and Autonomous Systems Virtual Systems Multi Agent Collaborative Systems Biorobotics, Biomechatronics Space and Underwater Robotics Cooperative and Network Robotics Entertainment Robotics Rescue Robotics Agriculture and Field Robotics Service and Security Robotics Biped and Humanoid Robots Smart Sensors and Sensor Fusion Implantable Sensors for Robotic Applications Sensors and Instrumentation.
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In honour of Professor Erkki Oja, one of the pioneers of Independent Component Analysis (ICA), this book reviews key advances in the theory and application of ICA, as well as its influence on signal processing, pattern recognition, machine learning, and data mining. Examples of topics which have developed from the advances of ICA, which are covered in the book are: A unifying probabilistic model for PCA and ICA Optimization methods for matrix decompositions Insights into the FastICA algorithmUnsupervised deep learning Machine vision and image retrieval A review of developments in the t.
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Mechanical engineering --- Machine design --- Mechanical engineering. --- Machine design.
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