Modeling the effect of quantization and packet loss on state estimation in cyber-physical systems

Akumalla, Venkatareddy and Khan, Mohammed Zafar Ali and Detroja, Ketan P (2017) Modeling the effect of quantization and packet loss on state estimation in cyber-physical systems. In: 9th International Conference on Communication Systems and Networks (COMSNETS), 4-8 January 2017, Bangalore, India.

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Abstract

State estimation is essential in monitoring any Cyber-Physical System. When there is a wireless communication channel present between sensor and remote estimator, the imperfections associated with wireless channel like packet loss and quantization error due to limited capacity of the channel will have major impact on estimation. Hence, studying the effect of these imperfections is very important for critical cyber-physical system applications. In this paper, we model and study the effect of quantization and the joint effect of both packet loss and quantization on the estimation and give error covariance bounds.

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IITH Creators:
IITH CreatorsORCiD
Khan, Mohammed Zafar AliUNSPECIFIED
Detroja, Ketan PUNSPECIFIED
Item Type: Conference or Workshop Item (Paper)
Subjects: Electrical Engineering
Divisions: Department of Electrical Engineering
Depositing User: Team Library
Date Deposited: 28 May 2019 05:48
Last Modified: 28 May 2019 05:48
URI: http://raiith.iith.ac.in/id/eprint/5340
Publisher URL: http://doi.org/10.1109/COMSNETS.2017.7945462
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