Stage I: 01 November 2020 - 31 December 2020
Development of algorithms based on tensor decomposition.
| Authors | Title | Published in... | Other information |
|---|---|---|---|
| C. Elisei-Iliescu, C. Paleologu, J. Benesty, C. Stanciu, and C. Anghel | A regularized RLS algorithm for the identification of third-ordertensors | Proc. IEEE International Symposium on Electronics and Telecommunications (ISETC) | 2020, Timisoara, Romania; 4 pages |
| C. Oprea and L. Dogariu | Face recognition using tensors and gradient descriptors | Proc. IEEE International Symposium on Electronics and Telecommunications (ISETC) | 2020, Timisoara, Romania; 4 pages |
Stage II: 01 January 2021 - 31 December 2021
Development of convergence analysis for decomposition-based algorithms and multidimensional variants.
| Authors | Title | Published in... | Other information |
|---|---|---|---|
| I.-D. Fîciu, C.L. Stanciu, C. Anghel, and C. Elisei-Iliescu | Low-Complexity Recursive Least-Squares Adaptive Algorithm Based on Tensorial Forms | MDPI - Applied Sciences | September 2021; Q2, WOS:000699216700001; 16 pages |
| L.-M. Dogariu, C. Paleologu, J. Benesty, C.-L. Stanciu, C.-C. Oprea, and S. Ciochină | A Kalman filter for multilinear forms and its connection with tensorial adaptive filters | MDPI - Sensors | May 2021; Q1, WOS:000662590100001; 21 pages |
| L. Dogariu, C. Stanciu, C. Elisei-Iliescu, C. Paleologu, J. Benesty, and S. Ciochină | Tensor-based adaptive filtering algorithms | MDPI - Symmetry | March 2021; Q2, WOS:000634166700001 ; 27 pages |
| I.-D. Ficiu, C. Stanciu, C. Anghel, C. Paleologu, and L. Stanciu | Combinations of Adaptive Filters within the Multilinear Forms | Proc. International Symposium on Signals, Circuits and Systems (ISSCS) | 15-16 July, 2021; Iasi, Romania |
| C. Dragoi, C. Anghel, C. Stanciu, and C. Paleologu | Efficient FPGA Implementation of Classic Audio Effects | Proc. International Conference on Electronics, Computers and Artificial Intelligence (ECAI) | 1-3 July, 2021; Pitesti, Romania |
| K.J. Bakri, E.V. Kuhn, M.V. Matsuo, R. Seara, J. Benesty, C. Paleologu, and S. Ciochină | On the Stochastic Modeling of the NLMS Algorithm Operating with Bilinear forms | Proc. Statistical Signal Processing Workshop (SSP) | July, 2021; Rio de Janeiro, Brazil |
| C. Anghel, C. Stanciu, and C. Paleologu | A practical controlled NLMS algorithm for network echo cancellation | Proc. International Black Sea Conference on Communications and Networking (BlackSeaCom) | 24-28 May, 2021; Bucharest, Romania |
| I.-D. Ficiu, L.-M. Dogariu, C.-L. Stanciu, and C. Paleologu | Identification of multilinear forms using combinations of adaptive algorithms | Proc. International Conference on Advances in Signal, Image and Video Processing (SIGNAL) | June, 2021, Valencia, Spain |
| I.-D. Ficiu, C. Elisei-Iliescu, C. Stanciu, and C. Paleologu | Variable-regularized low-complexity RLS adaptive algorithms for bilinearforms | Proc. International Conference on Adaptive and Self-AdaptiveSystems and Applications (ADAPTIVE) | April, 2021, Porto, Portugal |
Stage III: 01 January 2022 - 31 October 2022
Development of multichannel algorithms based on decomposition and computationally efficient versions for RLS-NKP algorithms.
| Authors | Title | Published in... | Other information |
|---|---|---|---|
| I.-D. Fîciu, C.L. Stanciu, C. Elisei-Iliescu, and C. Anghel | Tensor-based recursive least-squares adaptive algorithms with low-complexity and high robustness features | MDPI - Electronics | January 2022; Q3, WOS:000746966000001; 16 pages |
| C. Paleologu, J. Benesty, and S. Ciochină | Data-reuse recursive least-squares algorithms | IEEE Signal Processing Letters | March 2022; Q2, WOS:000770588800010 ; 5 pages |
| K. J. Bakri, E. V. Kuhn, R. Seara, J. Benesty, C. Paleologu, and S. Ciochină | On the stochastic modeling of the LMS algorithm operating with bilinear forms | Digital Signal Processing | April 2022; Q2, WOS:000803555600004 ; 16 pages |
| J. Benesty, C. Paleologu, S. Ciochină, E. V. Kuhn, K. J. Bakri, and R. Seara | LMS and NLMS Algorithms for the Identification of Impulse Responses with Intrinsic Symmetric or Antisymmetric Properties | Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | 22-27 July, 2022; Singapore |
| I. D. Fîciu, C. Elisei-Iliescu, C. L. Stanciu, C. Anghel, and R. M. Udrea | Low-Complexity Implementation of a Data-Reuse RLS Algorithm | Proc. IEEE International Conference on Telecommunications and Signal Processing (TSP) | 13-15 July, 2022; Virtual Conference |
| I. D. Fîciu, C. L. Stanciu, C. Elisei-Iliescu, C. Anghel, C. Paleologu, and J. Benesty | Low-Complexity Data-Reuse RLS Algorithm with Increased Robustness Features | Proc. SPIE ATOM-N | 25-28 August, 2022; Constanța, România |
| I. D. Fîciu, C. Elisei-Iliescu, C. L. Stanciu, C. Paleologu, J. Benesty, and C. Anghel | An RLS Algorithm for the Identification of Impulse Responses with Particular Symmetric Properties | Proc. IEEE International Conference on Electronics, Computers and Artificial Intelligence (ECAI) | 29-30 June, 2022; Ploiești, România |
| I. D. Fîciu, C. L. Stanciu, C. Elisei-Iliescu, C. Anghel, and C. Paleologu | A data-reuse approach for the RLS-DCD algorithm | Proc. IARIA Congress | 24-28 july, 2022; Nisa, Franța; Best Paper Award |