Kalman Filtering over Fading Channels: Zero–One Laws and Almost Sure Stabilities
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Wu, Junfeng; Shi, Guodong; Anderson, Brian; Johansson, Karl Henrik
Description
In this paper, we investigate probabilistic stability of Kalman filtering over fading channels modeled by *-mixing random processes, where channel fading is allowed to generate non-stationary packet dropouts with temporal and/or spatial correlations. Upper/lower almost sure (a.s.) stabilities and absolutely upper/lower a.s. stabilities are defined for characterizing the sample-path behaviors of the Kalman filtering. We prove that both upper and lower a.s. stabilities follow a zero–one law,...[Show more]
Collections | ANU Research Publications |
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Date published: | 2018 |
Type: | Journal article |
URI: | http://hdl.handle.net/1885/251690 |
Source: | IEEE Transactions on Information Theory |
DOI: | 10.1109/TIT.2018.2865381 |
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01_Wu_Kalman_Filtering_over_Fading_2018.pdf | 348.3 kB | Adobe PDF | Request a copy |
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