47 citations · 124 across the 19 of their papers we have counts for
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eess.SY2017★ 3 cited
Tensor network subspace identification of polynomial state space models
Kim Batselier, Ching Yun Ko, Ngai Wong
This article introduces a tensor network subspace algorithm for the identification of specific polynomial state space models. The polynomial nonlinearity in the state space model i…
eess.SY2017★ 2 cited
Matrix output extension of the tensor network Kalman filter with an application in MIMO Volterra system identification
Kim Batselier, Ngai Wong
This article extends the tensor network Kalman filter to matrix outputs with an application in recursive identification of discrete-time nonlinear multiple-input-multiple-output (M…
eess.SY2016★ 1 cited
A Tensor Network Kalman filter with an application in recursive MIMO Volterra system identification
Kim Batselier, Zhongming Chen, Ngai Wong
This article introduces a Tensor Network Kalman filter, which can estimate state vectors that are exponentially large without ever having to explicitly construct them. The Tensor N…