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Statistical Robust Beamforming for Broadcast Channels and Applications in Satellite Communication
Paperback
Series: Foundations in Signal Processing, Communications and Network, Book 22
Technology & EngineeringGeneral Computers
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ISBN10: 303029580X
ISBN13: 9783030295806
Publisher: Springer Nature
Published: Dec 14 2020
Pages: 245
Language: English
ISBN13: 9783030295806
Publisher: Springer Nature
Published: Dec 14 2020
Pages: 245
Language: English
This book investigates adaptive physical-layer beamforming and resource allocation that ensure reliable data transmission in the multi-antenna broadcast channel. The book provides an overview of robust optimization techniques and modelling approximations to deal with stochastic performance metrics. One key contribution of the book is a closed-form description of the achievable rates with unlimited transmit power for a rank-one channel error model. Additionally, the book provides a concise duality framework to transform mean square error (MSE) based beamformer designs, e.g., quality of service and balancing optimizations, into equivalent uplink filter designs. For the algorithmic solution, the book analyses the following paradigm: transmission to receivers with large MSE targets (low demands) is switched off if the transmit power is low. The book also studies chance constrained optimizations for limiting the outage probability. In this context, the book provides two novel conservative outage probability approximations, that result in convex beamformer optimizations. To compensate for the remaining inaccuracy, the book introduces a post-processing power allocation. Finally, the book applies the introduced beamformer designs for SatCom, where interference from neighboring spotbeams and channel fading are the main limitations.
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