Kumi Nakai

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Sensor Placement

Selection Algorithm

Top Venues

IEEE Trans. Signal Process.

IEEE Signal Process. Lett.

Publications

Shun Takahashi, Yasuo Sasaki, Takayuki Nagata, Keigo Yamada, Kumi Nakai, Yuji Saito, Taku Nonomura
Sensor Selection by Greedy Method for Linear Dynamical Systems: Comparative Study on Fisher-Information-Matrix, Observability-Gramian and Kalman-Filter-Based Indices. IEEE Access 11 (2023)
Keigo Yamada, Yasuo Sasaki, Takayuki Nagata, Kumi Nakai, Daisuke Tsubakino, Taku Nonomura
Efficient Sensor Node Selection for Observability Gramian Optimization. Sensors 23 (13) (2023)
Yuto Iwasaki, Taku Nonomura, Kumi Nakai, Takayuki Nagata, Yuji Saito, Keisuke Asai
Evaluation of Optimization Algorithms and Noise Robustness of Sparsity-Promoting Dynamic Mode Decomposition. IEEE Access 10 (2022)
Kumi Nakai, Yasuo Sasaki, Takayuki Nagata, Keigo Yamada, Yuji Saito, Taku Nonomura
Nondominated-Solution-Based Multi-Objective Greedy Sensor Selection for Optimal Design of Experiments. IEEE Trans. Signal Process. 70 (2022)
Takayuki Nagata, Keigo Yamada, Taku Nonomura, Kumi Nakai, Yuji Saito, Shunsuke Ono
Data-Driven Sensor Selection Method Based on Proximal Optimization for High-Dimensional Data With Correlated Measurement Noise. IEEE Trans. Signal Process. 70 (2022)
Taku Nonomura, Shunsuke Ono, Kumi Nakai, Yuji Saito
Randomized Subspace Newton Convex Method Applied to Data-Driven Sensor Selection Problem. IEEE Signal Process. Lett. 28 (2021)
Kumi Nakai, Keigo Yamada, Takayuki Nagata, Yuji Saito, Taku Nonomura
Effect of Objective Function on Data-Driven Greedy Sparse Sensor Optimization. IEEE Access 9 (2021)
Yuji Saito, Taku Nonomura, Keigo Yamada, Kumi Nakai, Takayuki Nagata, Keisuke Asai, Yasuo Sasaki, Daisuke Tsubakino
Determinant-Based Fast Greedy Sensor Selection Algorithm. IEEE Access 9 (2021)
Taku Nonomura, Shunsuke Ono, Kumi Nakai, Yuji Saito
Randomized Subspace Newton Convex Method Applied to Data-Driven Sensor Selection Problem. CoRR (2020)
Takayuki Nagata, Taku Nonomura, Kumi Nakai, Keigo Yamada, Yuji Saito, Shunsuke Ono
Data-driven sparse sensor placement based on A-optimal design of experiment with ADMM. CoRR (2020)