Mostofi, Yasamin and Murray, Richard M. (2008) Communication and sensing trade‐offs in cooperative mobile networks. Asian Journal of Control, 10 (2). pp. 156-170. ISSN 1561-8625. doi:10.1002/asjc.16. https://resolver.caltech.edu/CaltechAUTHORS:20180815-095447771
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Abstract
In this paper we consider the impact of communication noise on distributed sensing and estimation in mobile networks. We characterize when a node should rely on getting information from others and when it should rely on self exploration. In doing so, we explore the trade‐offs between sensing and communication by finding the optimum network configuration under communication constraints. We also show how to achieve the optimum configuration in a distributed manner. While our main results are presented in one dimension (1D), we provide insight into the two dimension (2D) setup and extend a number of key results to 2D.
| Item Type: | Article | ||||||
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| Additional Information: | © 2008 John Wiley and Sons Asia Pte Ltd and Chinese Automatic Control Society. Issue Online: 12 June 2008; Version of Record online: 12 June 2008; Manuscript accepted: 15 December 2007; Manuscript revised: 28 November 2007; Manuscript received: 16 May 2007. Special Issue: Special Issue on "Collective Behavior and Control of Multi‐Agent Systems." Part of this work was presented at the 45th IEEE Conference on Decision and Control, CDC 2006. | ||||||
| Subject Keywords: | Cooperative networks; sensor networks; communication noise; distributed sensing and control | ||||||
| Issue or Number: | 2 | ||||||
| DOI: | 10.1002/asjc.16 | ||||||
| Record Number: | CaltechAUTHORS:20180815-095447771 | ||||||
| Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20180815-095447771 | ||||||
| Official Citation: | Mostofi, Y. and Murray, R. M. (2008), Communication and sensing trade‐offs in cooperative mobile networks. Asian Journal of Control, 10: 156-170. doi:10.1002/asjc.16 | ||||||
| Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | ||||||
| ID Code: | 88815 | ||||||
| Collection: | CaltechAUTHORS | ||||||
| Deposited By: | Tony Diaz | ||||||
| Deposited On: | 15 Aug 2018 18:02 | ||||||
| Last Modified: | 16 Nov 2021 00:30 |
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