03053nam 2200505 450 991076028150332120231206112849.0981-9953-94-410.1007/978-981-99-5394-3(CKB)28533730300041(DE-He213)978-981-99-5394-3(MiAaPQ)EBC30793352(Au-PeEL)EBL30793352(PPN)272920207(EXLCZ)992853373030004120231206d2024 uy 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierSparse Signal Processing for Massive MIMO Communications /Zhen Gao, Yikun Mei, and Li QiaoFirst edition.Beijing, China :Springer,[2024]©20241 online resource (XIV, 217 p. 72 illus., 69 illus. in color.) 9789819953936 Includes bibliographical references.Introduction -- Massive MIMO Performance Analysis and Channel Estimation Scheme in Sparse Channels -- Channel Estimation Based on Structured Compressed Sensing Theory in FDD Massive MIMO Systems -- Channel Feedback Based on Distributed Compressed Sensing Theory in FDD Massive MIMO Systems -- Channel Estimation and Beamforming Based on Compressed Sensing Theory in mmWave Massive MIMO Systems -- Sparse Channel Estimation Based on Spectral Estimation Theory for mmWave Massive MIMO Systems -- Quasi-Optimal Signals Detection for Massive Spatial Modulation MIMO Systems Based on Structured Compressed Sensing -- Multiuser Signal Detection Based on Compressed Sensing for Massive Media Modulation MIMO Systems -- Compressed Sensing Mass Access Techniques in Medium Modulation Assisted IoT Machine Type Communication -- Time-varying Channel Estimation Based on Compressed Sensing Theory for TDS-OFDM Systems -- Summary and Prospects for Massive MIMO Technology.The book focuses on utilizing sparse signal processing techniques in designing massive MIMO communication systems. As the number of antennas has been increasing rapidly for years, extremely high-dimensional channel matrix and massive user access urge for algorithms with much higher efficiency. This book provides in-depth discussions on compressive sensing techniques and simulates the performance on wireless systems. The easy-to-understand instructions with detailed simulations and open-sourced codes provide convenience for readers such as researchers, engineers, and graduate students in the fields of wireless communications.MIMO systemsSignal processingMIMO systems.Signal processing.621.384Gao Zhen1989-1451325Mei YikunQiao LiMiAaPQMiAaPQMiAaPQBOOK9910760281503321Sparse Signal Processing for Massive MIMO Communications3651460UNINA