03641nam a22005535i 4500 978-981-99-5394-3 DE-He213 20251030110823.0 cr nn 008mamaa 231017s2024 si | s |||| 0|eng d 9789819953943 978-981-99-5394-3 10.1007/978-981-99-5394-3 doi TK5102.9 TJF bicssc UYS bicssc TEC067000 bisacsh TJF thema UYS thema Gao, Zhen. author. aut http://id.loc.gov/vocabulary/relators/aut 66582 Sparse Signal Processing for Massive MIMO Communications [electronic resource] / by Zhen Gao, Yikun Mei, Li Qiao. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XVI, 217 p. 87 illus., 69 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda 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 MIMOTechnology. 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. Signal processing. Telecommunication. Signal, Speech and Image Processing. Microwaves, RF Engineering and Optical Communications. 65752 Communications Engineering, Networks. Mei, Yikun. author. aut http://id.loc.gov/vocabulary/relators/aut 66583 Qiao, Li. author. aut http://id.loc.gov/vocabulary/relators/aut 66584 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819953936 Printed edition: 9789819953950 Printed edition: 9789819953967 https://doi.org/10.1007/978-981-99-5394-3 ZDB-2-ENG ZDB-2-SXE 56407 56407