Search results for ""Author Muhammad Khalil Afzal""
CRC Press DataDriven Intelligence in Wireless Networks
Book SynopsisThis book highlights the importance of data-driven techniques to solve wireless communication problems. It presents a number of problems (e.g., related to performance, security, and social networking), and provides solutions using various data-driven techniques, including machine learning, deep learning, federated learning, and artificial intelligence.This book details wireless communication problems that can be solved by data-driven solutions. It presents a generalized approach toward solving problems using specific data-driven techniques. The book also develops a taxonomy of problems according to the type of solution presented and includes several case studies that examine data-driven solutions for issues such as quality of service (QoS) in heterogeneous wireless networks, 5G/6G networks, and security in wireless networks. The target audience of this book includes professionals, researchers, professors, and students working in the field of networking, communications, machine learning, and related fields.
£43.69
Taylor & Francis Ltd DataDriven Intelligence in Wireless Networks
Book SynopsisThis book highlights the importance of data-driven techniques to solve wireless communication problems. It presents a number of problems (e.g., related to performance, security, and social networking), and provides solutions using various data-driven techniques, including machine learning, deep learning, federated learning, and artificial intelligence.This book details wireless communication problems that can be solved by data-driven solutions. It presents a generalized approach toward solving problems using specific data-driven techniques. The book also develops a taxonomy of problems according to the type of solution presented and includes several case studies that examine data-driven solutions for issues such as quality of service (QoS) in heterogeneous wireless networks, 5G/6G networks, and security in wireless networks. The target audience of this book includes professionals, researchers, professors, and students working in the field of networking, communicationTable of ContentsPart 1: Data-Driven Wireless Networks: Design and ApplicationsChapter 1: Data-Driven Wireless Networks: A PerspectiveChapter 2: A Collaborative Data-Driven Intelligence for Future Wireless NetworksChapter 3: Federated learning Technique in Enabling Data-driven Design for Wireless CommunicationChapter 4: Application of Wireless Network Data Driver using Edge Computing and Deep Learning in Intelligent TransportationChapter 5: Data-Driven Agriculture and the Role of AI in Smart FarmingPart II: Data-Driven Techniques and Security Issues in Wireless NetworksChapter 6: Data-Driven Techniques and Security Issues in Wireless NetworkChapter 7: Data-Driven Techniques for Intrusion Detection in Wireless NetworksPart III: Advanced Topics in Data-Driven Intelligence for Wireless NetworksChapter 8: Policy-based Data Analytic for Software-Defined WirelessChapter 9: Data-Driven Coexistence in Next-Generation Heterogeneous Cellular NetworksChapter 10: Programming Languages, Tools, and Technique
£99.75
