S. Hein, EXPLOITING CHAOS TO SUPPRESS SPURIOUS TONES IN GENERAL DOUBLE-LOOP SIGMA-DELTA-MODULATORS, IEEE transactions on circuits and systems. 2, Analog and digital signal processing, 40(10), 1993, pp. 651-659
Conventional SIGMADELTA modulators are operated exclusively in the non
chaotic regime in which the internal integrators are stable. Theoretic
al interest in chaotic SIGMADELTA modulators recently arose, mainly be
cause the circuits are simple and strongly nonlinear systems with rich
behavior, not unlike Chua's circuit [1], [2]. It has since been recog
nized that the application of conventional SIGMADELTA modulators to A/
D and D/A conversion may be haunted by spurious ''tones'' in the outpu
t, and it has been proposed use chaotic modulators to overcome that pr
oblem. This paper employs a semi-analytical technique to solve the des
ign problem for general chaotic double-loop modulators with constant i
nputs Using the results, optimized scaling factors are easily for give
n integrator pole locations, such that an approximate performance meas
ure is maximized subject to bounds on internal state variables. The cl
arification of this explicit tradeoff between tone rejection through c
haos, system stability, and practical performance may help to overcome
some understandable skepticism in the community of SIGMADELTA designe
rs.