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This paper proposes recursive least-squares (RLS) l-step ahead predictor and filtering algorithms with uncertain observations in linear discrete-time stochastic systems. The observation equation is given bydoi:10.4236/jsip.2011.23019 fatcat:qpv5ohe255glnalwtawgnfwpaa