Nuclear norm system identification with missing inputs and outputs
نویسندگان
چکیده
منابع مشابه
Nuclear norm system identification with missing inputs and outputs
We present a system identification method for problems with partially missing inputs and outputs. The method is based on a subspace formulation and uses the nuclear norm heuristic for structured low-rank matrix approximation, with the missing input and output values as the optimization variables. We also present a fast implementation of the alternating direction method of multipliers (ADMM) to ...
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ژورنال
عنوان ژورنال: Systems & Control Letters
سال: 2013
ISSN: 0167-6911
DOI: 10.1016/j.sysconle.2013.04.005