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portada Statistical Robust Beamforming for Broadcast Channels and Applications in Satellite Communication
Type
Physical Book
Publisher
Language
English
Pages
245
Format
Paperback
ISBN13
9783030295806

Statistical Robust Beamforming for Broadcast Channels and Applications in Satellite Communication

Andreas Gründinger (Author) · Springer · Paperback

Statistical Robust Beamforming for Broadcast Channels and Applications in Satellite Communication - Gründinger, Andreas

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Synopsis "Statistical Robust Beamforming for Broadcast Channels and Applications in Satellite Communication"

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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