Title :
Adaptive delay compensation in multi-dithering adaptive control
Author :
Loizos, Dimitrios N. ; Sotiriadis, Paul P. ; Cauwenberghs, Gert
Author_Institution :
Div. of Biol. Sci., Univ. of California, La Jolla, CA
Abstract :
Recently, a delay-insensitive architecture for gradient descent adaptive control, based on parallel synchronous detection for model-free gradient estimation was presented. The key to delay insensitivity in the gradient estimation is careful selection of the phase of the local oscillator in the mixer of synchronous detection, amounting to a single parameter to be estimated per control channel. In this contribution we present a practical adaptive phase selection algorithm for delay compensation in the adaptive control architecture, and present experimental results from a SiGe BiCMOS implementation of the architecture demonstrating sub-microsecond response time in closed-loop adaptive control.
Keywords :
BiCMOS integrated circuits; adaptive control; closed loop systems; delays; gradient methods; oscillators; BiCMOS; adaptive delay compensation; closed-loop adaptive control; delay-insensitive architecture; gradient descent adaptive control; gradient estimation; multidithering adaptive control; oscillator; parallel synchronous detection; Adaptive control; Delay effects; Delay estimation; Germanium silicon alloys; Local oscillators; Parameter estimation; Phase detection; Phase estimation; Programmable control; Silicon germanium;
Conference_Titel :
Circuits and Systems, 2008. ISCAS 2008. IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-1683-7
Electronic_ISBN :
978-1-4244-1684-4
DOI :
10.1109/ISCAS.2008.4541884