Abstract
The development of embedded electronic systems for tactile data processing is increasingly demanded for many application domains e.g. robotics, prosthetics, industrials automation etc. In this paper we present the requirements for the embedded electronic system implementation of real time tactile data processing based on Tensorial Kernel approach. The paper provides the performance analysis of the FPGA implementation methods of the singular value decomposition as a result on the way to achieve the desired system.
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References
Signoretto, M., De Lathauwerb, L., Suykens, J.A.K.: A kernel-based framework to tensorial. Networks. 24, 861–874 (2011)
Gastaldo, P., Pinna, L., Seminara, L., Valle, M., Zunino, R.: A tensor-based pattern-recognition framework for the interpretation of touch modality in artificial skin systems. IEEE Sens. J. 14(7) (2014)
Pinna, L., Valle, M.: Charge amplifier design methodology for PVDF based tactile sensors. J. Circ. Syst. Comput. (JCSC), 22(8) (2013)
Gastaldo, P., Pinna, L., Seminara, L., Valle, M., Zunino, R.: A tensor-based approach to touch modality classification by using Machine Learning. Robot. Auton. Syst. 63, 268–278 (2015)
De Lathauwer, L., De Moor, B., Vandewalle, J.: A multilinear singular value decomposition. SIAM J. Matrix Anal. Appl. 21(4), 1253–1278 (2006)
Seminara, L., Pinna, L., Ibrahim, A., Noli, L., Caviglia, S., Gastaldo, P., Valle, M.: Towards integrating intelligence in electronic skin. Elsevier Mechatronics. doi:10.1016/j.mechatronics.2015.04.001
Wang, X., Zambreno, J.: An FPGA implementation of the hestenes-jacobi algorithm for singular value decomposition. In: IEEE 28th International Parallel & Distributed Processing Symposium Workshops (2014)
Ibrahim, A., Valle, M., Noli, L., Chible, H.: Singular value decomposition FPGA implementation for tactile data processing. IEEE NEWCAS 2015. doi:10.1109/NEWCAS.2015.7182094 (2015)
Ibrahim, A., Valle, M., Noli, L., Chible, H.: FPGA implementation of fixed point CORDIC-SVD for E-skin systems. IEEE PRIME 2015. doi:10.1109/PRIME.2015.7251399
Andraka, R.: A survey of CORDIC algorithms for FPGA based computers. In: Proceedings of 1998 ACM/SIGDA 6th International Symposium on FPGA, pp. 191–200
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Ibrahim, A., Noli, L., Chible, H., Valle, M. (2017). Embedded Electronic Systems for Tactile Data Processing. In: De Gloria, A. (eds) Applications in Electronics Pervading Industry, Environment and Society. ApplePies 2016. Lecture Notes in Electrical Engineering, vol 409. Springer, Cham. https://doi.org/10.1007/978-3-319-47913-2_3
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DOI: https://doi.org/10.1007/978-3-319-47913-2_3
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