Trade-offs in information-limited feedback systems: MIMO Bode-type integrals and power allocation | IEEE Conference Publication | IEEE Xplore

Trade-offs in information-limited feedback systems: MIMO Bode-type integrals and power allocation


Abstract:

In this paper we study Bode-type integrals for multivariate networked feedback systems in which the uplink and downlink noisy channels are present simultaneously. The int...Show More

Abstract:

In this paper we study Bode-type integrals for multivariate networked feedback systems in which the uplink and downlink noisy channels are present simultaneously. The integrals, which are obtained via an information-theoretic approach, characterize explicitly the fundamental performance trade-offs of disturbance attenuation in networked control systems. Two information-theoretic measures, termed negentropy rate and channel blurredness respectively, are proposed to quantify the effect of the multivariate disturbance and communication channel constraints on the Bode-type integrals. In particular, when it comes to parallel additive white Gaussian noise channels, channel blurredness leads to a totally new ‘fire-quenching’ power allocation policy in contrast to the conventional ‘water-filling’ solution.
Date of Conference: 15-18 December 2015
Date Added to IEEE Xplore: 11 February 2016
ISBN Information:
Conference Location: Osaka, Japan

Contact IEEE to Subscribe