Journal
IEEE WIRELESS COMMUNICATIONS LETTERS
Volume 7, Issue 5, Pages 808-811Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/LWC.2018.2826543
Keywords
Satellite systems; Q/V frequency band; outage prediction; linear regression
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Accurate prediction of link outage events is of paramount importance in very high throughput satellite systems with feeder links operating in Q/V frequency bands, where severe propagation impairments (e.g., rain fading) can dramatically hamper data communications. To cope with these performance degradations, this letter proposes a novel feeder link outage event prediction scheme based on time-adaptive linear regression. The conducted performance analysis proves the validity of the proposed concept and its superiority over other candidate solutions available from the current literature (e.g., probabilistic prediction).
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