Mission-Oriented Sensor Networks and Systems: Art and Science: Volume 2: Advances

Description

This book presents a broad range of deep-learning applications related to vision, natural language processing, gene expression, arbitrary object recognition, driverless cars, semantic image segmentation, deep visual residual abstraction, brain–computer interfaces, big data processing, hierarchical deep learning networks as game-playing artefacts using regret matching, and building GPU-accelerated deep learning frameworks. Deep learning, an advanced level of machine learning technique that combines class of learning algorithms with the use of many layers of nonlinear units, has gained considerable attention in recent times. Unlike other books on the market, this volume addresses the challenges of deep learning implementation, computation time, and the complexity of reasoning and modeling different type of data. As such, it is a valuable and comprehensive resource for engineers, researchers, graduate students and Ph.D. scholars. Front Matter ....Pages i-xviii Introduction (Habib M. Ammari)....Pages 1-8 Front Matter ....Pages 9-9 Autonomous Cooperative Routing for Mission-Critical Applications (Ahmed Bader, Mohamed-Slim Alouini)....Pages 11-54 Using Models for Communication in Cyber-Physical Systems (Yaser P. Fallah)....Pages 55-81 Front Matter ....Pages 83-83 Urban Microclimate Monitoring Using IoT-Based Architecture (M. Jha, A. Tsoupos, P. Marpu, P. Armstrong, A. Afshari)....Pages 85-134 Models for Plug-and-Play IoT Architectures (Alexandros Tsoupos, Mukesh Jha, Prashanth Reddy Marpu)....Pages 135-170 Digital Forensics for IoT and WSNs (Umit Karabiyik, Kemal Akkaya)....Pages 171-207 Dependable Wireless Communication and Localization in the Internet of Things (Bernhard Großwindhager, Michael Rath, Mustafa S. Bakr, Philipp Greiner, Carlo Alberto Boano, Klaus Witrisal et al.)....Pages 209-256 Front Matter ....Pages 257-257 User Incentivization in Mobile Crowdsensing Systems (Constantinos Marios Angelopoulos, Sotiris Nikoletseas, Theofanis P. Raptis, José Rolim)....Pages 259-286 Vehicular Ad Hoc/Sensor Networks in Smart Cities (Chao Song, Jie Wu)....Pages 287-310 Front Matter ....Pages 311-311 An Overview of Wearable Computing (Gary M. Weiss, Md. Zakirul Alam Bhuiyan)....Pages 313-349 Wearables Security and Privacy (Jorge Blasco, Thomas M. Chen, Harsh Kupwade Patil, Daniel Wolff)....Pages 351-380 Wearable Computing and Human-Centricity (Arash Tadayon, Ramin Tadayon, Troy McDaniel, Sethuraman Panchanathan)....Pages 381-413 Front Matter ....Pages 415-415 Wireless Transfer of Energy Alongside Information in Wireless Sensor Networks (Hooman Javaheri, Guevara Noubir)....Pages 417-458 Efficient Protocols for Peer-to-Peer Wireless Power Transfer and Energy-Aware Network Formation (Adelina Madhja, Sotiris Nikoletseas, Theofanis P. Raptis, Christoforos Raptopoulos, Dimitrios Tsolovos)....Pages 459-504 Next-Generation Software-Defined Wireless Charging System (M. Yousof Naderi, Ufuk Muncuk, Kaushik R. Chowdhury)....Pages 505-541 Front Matter ....Pages 543-543 Robotic Wireless Sensor Networks (Pradipta Ghosh, Andrea Gasparri, Jiong Jin, Bhaskar Krishnamachari)....Pages 545-595 Robot and Drone Localization in GPS-Denied Areas (Josh Siva, Christian Poellabauer)....Pages 597-631 Middleware for Multi-robot Systems (Yuvraj Sahni, Jiannong Cao, Shan Jiang)....Pages 633-673 Front Matter ....Pages 675-675 Interference Mitigation Techniques in Wireless Body Area Networks (Mohamad Jaafar Ali, Hassine Moungla, Mohamed Younis, Ahmed Mehaoua)....Pages 677-718 Radiation Control Algorithms in Wireless Networks (Sotiris Nikoletseas, Theofanis P. Raptis, Christoforos Raptopoulos, José Rolim)....Pages 719-756 Subspace-Based Encryption (Atef Mermoul, Adel Belouchrani)....Pages 757-794