Traffic Reduction in Packet Switched Networked Control Systems Using Deadband Error Modulation

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Date

2017

Journal Title

Journal ISSN

Volume Title

Publisher

IEEE

Abstract

This paper introduces a novel traffic reduction method for Networked Control Systems (NCS) called Deadband Error Modulation (DEM). The deadband modifies the periodic dynamics of Delta Modulation (DM) based techniques such as our previously proposed Event Triggered Adaptive Differential Modulation (ETADM). Like ETADM it can be used for encoding individual scalar elements of a vector (i.e., the state vector or control input). It is also robust to bounded packet drops.

Description

Keywords

Networked control systems, network traffic reduction, speech coding, deadband error modulation

Citation

Premaratne, U., Halgamuge, S. K., & Mareels, I. M. Y. (2017). Traffic Reduction in Packet Switched Networked Control Systems Using Deadband Error Modulation. IEEE Transactions on Automatic Control, 62(8), 4038–4043. https://doi.org/10.1109/TAC.2016.2615685