Performance Analysis and Improvement in MIMO Communication Systems
Description
This book focuses on the modeling and analysis of large-scale array communication systems to solve the computational complexity problems caused by high-dimensional arrays. This is achieved by providing an in-depth study on several major topics, such as channel estimation, delay estimation, angle estimation, and joint angle delay estimation. Both principles and engineering practice have been addressed, with more weight placed on engineering practice. The energy efficiency optimization problem of multi-antenna communication system is studied according to the actual situation of imperfect channel information and non-ideal hardware, and the corresponding high energy efficiency signal processing algorithm is proposed. The book benefits researchers, engineers, and graduate students in the fields of wireless communications and signal processing, etc.
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Xuhui Ding
School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China
Xuhui Ding received his B.E. and Ph.D. degrees from Beijing Institute of Technology, China, in 2014 and 2021, respectively. From July 2019 to September 2019, he was a visiting student with the Chalmers University of Technology, Göteborg, Sweden. He is currently an assistant professor with the School of Cyberspace Science and Technology, Beijing Institute of Technology (BIT). He is an editor of the Journal of Electronics and an editorial board member of Journal of Data Acquisition and Processing. His research interests include MIMO communication, iterative receiver design, error control coding and information theory, spectrum sensing for cognitive radio, and deep learning.
Ziyi Yang
School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China
Ziyi Yang received the Ph.D. degree in electronic engineering from Beijing Institute of Technology, Beijing, China, in 2021. She is currently with the School of Cyberspace Science and Technology, Beijing Institute of Technology, China, as a special associate researcher. Her research interests include wireless communication, aerospace communication, green communication, signal processing, and convex optimization.
Dekang Liu
Institute of Unmanned System, Beihang University, Beijing, China
Dekang Liu received his B.E. and Ph.D. degrees from Beijing Institute of Technology, China, in 2013 and 2020, respectively. From November 2020 to March 2024, he was a postdoctor with the Intelligent Collaborative Perception and Analysis Cognitive Laboratory, Beijing. He is currently an associate researcher with the Institute of Unmanned System, Beihang University. His research interests include wireless communication, channel estimation, integrated sensing, and communications.
Gaoyang Li
School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China
Gaoyang Li received his Ph.D. degree from Tohoku University, Japan, in 2020. He is currently the postdoctoral fellowships for research of the Japan Society for the Promotion of Science (JSPS), Institute of Fluid Science, Tohoku University. His research interests include artificial intelligence, deep learning, data science, and biomedical engineering.
Neng Ye
School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China
Neng Ye received the B.S. and Ph.D. degrees from the Beijing Institute of Technology, China, in 2015 and 2021, respectively, where he is currently an assistant professor with the School of Cyberspace Science and Technology. He has contributed more than 40 peer-reviewed articles including 3 ESI highly cited papers and one best paper reward of IWCMC 2021. He has also authored two monographs published by Springer Nature and been granted more than 10 invention patents, including 5 US patents. He received the Best Ph.D. Thesis Award of China Education Society of Electronics in 2022 and the Young Elite Scientists Sponsorship Program by China Association for Science and Technology in 2022. He has been an editor of the Journal of Electronics and Information Technology since 2021. He was a lead guest editor of Sensors and Electronics from 2021 to 2023. His research interests include non-terrestrial wireless communications and intelligent signal processing.
Kai Yang
School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China
Kai Yang received the B.E. degree in communications engineering from the National University of Defense Technology, Changsha, China, in 2005 and the Ph.D. degree in communications engineering from the Beijing Institute of Technology, Beijing, China, in 2010. From January 2010 to July 2010, he was with the Department of Electronic and Information Engineering, Hong Kong Polytechnic University, Hong Kong. From 2010 to 2013, he was with Alcatel-Lucent Shanghai Bell, Shanghai, China. In 2013, he joined the Laboratoire de Recherche en Informatique, University Paris Sud 11, Orsay, France. He is currently a full professor with the School of Information and Electronics, Beijing Institute of Technology. His current research interests include convex optimization, massive MIMO, mmWave systems, resource allocation, and interference mitigation.
Content
Introduction to MIMO communications.- Channel estimation for hybrid MIMO communication systems.- Accurate delay estimation in MIMO communication systems.- Accurate angle of arrival tracking method in MIMO communication systems.- Joint angle delay estimation in MIMO communication systems.- Two timescale robust energy-efficient precoding for dual-polarized MIMO systems.- Energy-efficient beamforming for satellite MIMO transmission.- Summary.