Estimating scalar fields with mobile sensor networks

Rihab Abdul Razak, Srikant Sukumar, Hoam Chung

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

Abstract

In this paper, we consider the problem of estimating a scalar field using mobile sensor networks equipped with sensors which can measure the value of the field at their instantaneous location. The scalar field to be estimated is assumed to be represented by positive definite radial basis kernels and we use techniques from adaptive control and Lyapunov analysis to prove the stability of the proposed estimation algorithm. The convergence of the estimated parameter values to the true values is guaranteed by planning the motion of the mobile sensors to satisfy persistence-like conditions.

Original languageEnglish
Title of host publication2019 Sixth Indian Control Conference, ICC 2019 - Proceedings
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages63-68
Number of pages6
ISBN (Electronic)9781728138602
DOIs
Publication statusPublished - Dec 2019
EventIndian Control Conference 2019 - Hyderabad, India
Duration: 18 Dec 201920 Dec 2019
Conference number: 6th
http://icc.org.in/2019/

Publication series

Name2019 6th Indian Control Conference, ICC 2019 - Proceedings

Conference

ConferenceIndian Control Conference 2019
Abbreviated titleICC 2019
CountryIndia
CityHyderabad
Period18/12/1920/12/19
Internet address

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