Effects of DAC interpolation on the dynamics of a high speed linear actuator

This works deals on the dynamics of linear actuators with an experimental set on high speed actuators. These devices are subjected to different undesired dynamic phenomena such as vibrations due to the conjunct presence of finite stiffness and non-zero inertia associated to other eventual dynamical characteristics. Specifically, the attention of this paper is associated to vibrations due to command motion distortion associated to discretization and to successive conversion to a continuous function through DAC (Digital to Analog Converter). To reduce undesired dynamical phenomena, different DACs implement interpolation algorithms. This work analyzes numerically and experimentally the effects of different interpolation approaches in the time domain. Results show how: increasing sample dimension decreases error; truncation affects asymptotic error over the sample dimension; the effect of the type of interpolation is sensible only with a low sample dimension. Then experimental trials was realized showing that: linear interpolation exhibits an increment of measured acceleration with decreasing sample size; Hermite interpolation produced measured acceleration that does not depend on sample size; Bezier interpolation produced the lowest measured acceleration. Thus, the best interpolation method can be adopted, according with the constraints of the specific problem.

[1]  Dean Karnopp,et al.  Vibration Control Using Semi-Active Force Generators , 1974 .

[2]  T. Bailey,et al.  Distributed Piezoelectric-Polymer Active Vibration Control of a Cantilever Beam , 1985 .

[3]  Warren P. Seering,et al.  Preshaping Command Inputs to Reduce System Vibration , 1990 .

[4]  G. Obinata,et al.  Optimal Sensor/actuator Placement for Active Vibration Control Using Explicit Solution of Algebraic Riccati Equation , 2000 .

[5]  Paul K. Wright,et al.  A piezoelectric vibration based generator for wireless electronics , 2004 .

[6]  D. Inman,et al.  A Review of Power Harvesting from Vibration using Piezoelectric Materials , 2004 .

[7]  G. D. Marques,et al.  Permanent-magnets linear actuators applicability in automobile active suspensions , 2006, IEEE Transactions on Vehicular Technology.

[8]  Ranjan Ganguli,et al.  Modeling and compensation of piezoceramic actuator hysteresis for helicopter vibration control , 2007 .

[9]  Qinglei Hu,et al.  Robust adaptive sliding mode attitude maneuvering and vibration damping of three-axis-stabilized flexible spacecraft with actuator saturation limits , 2009 .

[10]  Yasutaka Fujimoto,et al.  Development and Analysis of a High Thrust Force Direct-Drive Linear Actuator , 2009, IEEE Transactions on Industrial Electronics.

[11]  C. Sinan Güntürk,et al.  Mathematics of Analog‐to‐Digital Conversion , 2012 .

[12]  G. S. Vlasov,et al.  A method of reducing the digital-to-analog conversion error , 2013 .

[13]  Masanori Hashimoto,et al.  Signal-Dependent Analog-to-Digital Conversion Based on MINIMAX Sampling , 2013, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

[14]  Erik Bruun,et al.  Interpolating by a factor of 3 in low-voltage low-power ΣΔ DAC , 2014 .

[15]  Peter Vary,et al.  Hybrid Digital-Analog transmission taking into account D/A and A/D conversion , 2015, 2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[16]  Feng Ye,et al.  A 14-bit 2-GS/s DAC with a programmable interpolation filter , 2015, 2015 IEEE 11th International Conference on ASIC (ASICON).

[17]  Alberto Borboni,et al.  Commanded Motion Optimization to Reduce Residual Vibration , 2015 .

[18]  Gennadiy Bortnyk,et al.  The method of improving the dynamic range of analog-digital conversion of phase jitter signals in telecommunications systems , 2016, 2016 International Conference Radio Electronics & Info Communications (UkrMiCo).

[19]  Alberto Borboni,et al.  Gloreha - Hand robotic rehabilitation: design, mechanical model and experiments , 2016 .

[20]  Haruo Kobayashi,et al.  A technique for dynamic range improvement of intermodulation distortion products for an Interpolating DAC-based Arbitrary Waveform Generator using a phase switching algorithm , 2017, 2017 IEEE 35th VLSI Test Symposium (VTS).

[21]  Marco Gadola,et al.  Reproduction of real-world road profiles on a four-poster rig for indoor vehicle chassis and suspension durability testing , 2017 .

[22]  Xinyu Liu,et al.  High speed high resolution direct digital frequency synthesizer with non-linear DAC coarse quantization and ROM-based piecewise linear interpolation , 2016, Analog Integrated Circuits and Signal Processing.

[23]  Alberto Borboni,et al.  Cardiopulmonary Resuscitation Devices: Preliminary Analysis , 2017, RAAD.