2015 · 12 citations · 11 references
EngineeringComputer EngineeringComputer ScienceEmbedded SystemsField-programmable Gate ArraysReconfigurable ComputingEmbedded Reconfigurable SystemsEmbedded Systems DesignField-programmable Gate Array ArchitectureFpga ArchitectureMatrix ComputationReconfigurable Embedded SystemsFixed-point ArithmeticFixed-point LogicJacobi PolynomialsKernel StrategiesReal-time ProcessingSingular Value DecompositionTactile Data AnalysisTactile Signal Processing
Nowadays many application domains require an embedded electronic system for tactile data processing. Our research aims to implement a real time embedded electronic system based on tensorial kernel approach for tactile data processing. Singular value decomposition represents the more computational expensive algorithm for the tensorial kernel approach. This paper presents an assessment of FPGA implementations of one sided Jacobi algorithm for singular value decomposition. Designs are implemented to handle an arbitrary m×n matrix with fixed point arithmetic. The results figure out an efficient implementation suitable for real time embedded applications.
11
A survey of CORDIC algorithms for FPGA based computers
Ray Andraka · 1998 · 858 citations
Singular value decomposition on GPU using CUDA
Sheetal Lahabar, P. J. Narayanan · 2009 · 130 citations
An FPGA-Based Singular Value Decomposition Processor
Ma Weiwei, Mary E. Kaye, Dennis Lüke et al. · 2006 · 37 citations