Lei Cheng – författare
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5 produkter
5 produkter
Bayesian Tensor Decomposition for Signal Processing and Machine Learning
Modeling, Tuning-Free Algorithms, and Applications
Inbunden, Engelska, 2023
1 377 kr
Skickas inom 10-15 vardagar
This book presents recent advances of Bayesian inference in structured tensor decompositions.
Bayesian Tensor Decomposition for Signal Processing and Machine Learning : Modeling, Tuning-Free Algorithms, and Applications
Engelska, 2023
631 kr
Skickas inom 5-8 vardagar
Bayesian Tensor Decomposition for Signal Processing and Machine Learning
Modeling, Tuning-Free Algorithms, and Applications
Häftad, Engelska, 2024
1 377 kr
Skickas inom 10-15 vardagar
This book presents recent advances of Bayesian inference in structured tensor decompositions.
Tensor Signal Processing for MIMO Communication and Sensing Systems
Fundamentals and Applications
Inbunden, Engelska, 2026
2 261 kr
Kommande
This groundbreaking book presents the first comprehensive treatment of tensor signal processing for the critical challenges in modern MIMO communications and integrated sensing and communications (ISAC) systems. Moving decisively beyond matrix-based approaches, it demonstrates how tensor algebra and decompositions unlock unprecedented capabilities for modeling, estimation, and design.Key Features: Fundamentals to Frontiers: Provides a solid grounding in tensor algebra (CPD, Tucker, TTD) and systematically applies it to core MIMO problems like channel estimation, precoding, decoding, and radar beamforming/DOA estimation.Cutting-Edge System Coverage: Offers in-depth solutions for the most advanced architectures, including Millimeter-Wave Massive MIMO, XL-MIMO with Dynamic Metasurface Antennas, Movable-Antenna Systems, and Hybrid Analog-Digital MIMO-ISAC.Practical Tensor Methodologies: Details novel tensor-based algorithms for complex scenarios like wideband frequency-selective channels, time-varying channels, and unified channel/target parameter estimation in ISAC, supported by performance analysis and numerical results.Future-Proofing Technology: Explores tensor modeling for emerging paradigms such as Near-Field Communications/Localization, IRS-Assisted Systems, UAV Communications/Sensing, and Massive Access.Integrated Sensing and Communications (ISAC) Focus: Features dedicated chapters on unified tensor frameworks and channel-training aided sensing specifically for MIMO-ISAC, a cornerstone of 6G.Essential for researchers and engineers, this book establishes tensor processing as the indispensable mathematical foundation for designing, analyzing, and optimizing the ultra-complex wireless and sensing systems of today and tomorrow.
Del 452 - Lecture Notes in Control and Information Sciences
Applied Methods and Techniques for Mechatronic Systems
Modelling, Identification and Control
Häftad, Engelska, 2014
1 061 kr
Skickas inom 10-15 vardagar
Applied Methods and Techniques for Mechatronic Systems brings together the relevant studies in mechatronic systems with the latest research from interdisciplinary theoretical studies, computational algorithm development and exemplary applications. Readers can easily tailor the techniques in this book to accommodate their ad hoc applications. The clear structure of each paper, background - motivation - quantitative development (equations) - case studies/illustration/tutorial (curve, table, etc.) is also helpful. It is mainly aimed at graduate students, professors and academic researchers in related fields, but it will also be helpful to engineers and scientists from industry.Lei Liu is a lecturer at Huazhong University of Science and Technology (HUST), China; Quanmin Zhu is a professor at University of the West of England, UK; Lei Cheng is an associate professor at Wuhan University of Science and Technology, China; Yongji Wang is a professor at HUST; Dongya Zhao is an associate professor at China University of Petroleum.