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Sparse Signal Processing for Terahertz Communication Systems
Paperback
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ISBN10: 6208453089
ISBN13: 9786208453084
Publisher: LAP Lambert Academic Publishing
Published: Jul 29 2025
Pages: 168
Weight: 0.51
Height: 0.39 Width: 6.00 Depth: 9.00
Language: English
ISBN13: 9786208453084
Publisher: LAP Lambert Academic Publishing
Published: Jul 29 2025
Pages: 168
Weight: 0.51
Height: 0.39 Width: 6.00 Depth: 9.00
Language: English
This book explores cutting-edge techniques and algorithms at the intersection of sparse signal theory and high-frequency wireless communication. As terahertz (THz) systems become integral to 6G and beyond, they face challenges such as high path loss, limited hardware capabilities, and massive data rates. This book provides a comprehensive overview of how sparsity-based methods, including compressed sensing, sparse channel estimation, and dictionary learning, can effectively address these challenges. It delves into both theoretical foundations and practical implementations, covering aspects like beamforming, signal recovery, modulation, detection, and spectrum sensing in THz bands. Readers will gain insights into the integration of sparse models with machine learning and hardware-constrained platforms. Designed for researchers, engineers, and graduate students, the book bridges the gap between advanced signal processing and real-world THz system design, offering a roadmap to build efficient, scalable, and energy-aware wireless communication solutions for the future.
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