Title :
A SiGe BiCMOS Eight-Channel Multidithering Sub-Microsecond Adaptive Controller
Author :
Loizos, Dimitrios N. ; Sotiriadis, Paul P. ; Cauwenberghs, Gert
Author_Institution :
Div. of Biol. Sci., Univ. of California, San Diego, La Jolla, CA, USA
Abstract :
A SiGe BiCMOS mixed-signal adaptive controller-on-chip is presented that implements gradient descent of a supplied analog control objective. Eight analog variables controlling the external plant are perturbed in parallel using sinusoidal dithers, and their gradient components are estimated by parallel synchronous detection of the dithers in the control objective. Translinear all-NPN bipolar circuits achieve linear tuning of frequency and amplitude in the oscillators and synchronous detectors, covering a 4-kHz-600-MHz range in dither frequencies with - 30-dB/octave suppression of intermodulation products. Experimental results demonstrate adaptive optimization of a three-variable nonlinear plant within 1 ??s for dithers in the 100-200-MHz frequency range. The chip measures 3 mm ?? 3 mm in 0.5-??m SiGe and consumes 110 mW at 3.3-V supply.
Keywords :
BiCMOS analogue integrated circuits; Ge-Si alloys; UHF integrated circuits; adaptive control; circuit tuning; controllers; field effect MMIC; mixed analogue-digital integrated circuits; oscillators; semiconductor materials; BiCMOS mixed-signal adaptive controller-on-chip; SiGe; adaptive optimization; eight-channel sub-microsecond adaptive controller; frequency 4 kHz to 600 MHz; linear tuning; multidithering; oscillators; power 110 mW; synchronous detectors; three-variable nonlinear plant; translinear all-npn bipolar circuits; voltage 3.3 V; Gradient descent optimization; SiGe BiCMOS integrated circuits; high-speed adaptive control; model-free adaptation; multidithering; translinear circuits; wideband linear tunability;
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
DOI :
10.1109/TCSI.2009.2015726