Energy-Aware Tracking of Mobile Targets by Bacterial Nanonetworks

Islam, Nabiul and Pal, Saswati and Balasubramaniam, Sasitharan and Misra, Sudip (2021) Energy-Aware Tracking of Mobile Targets by Bacterial Nanonetworks. IEEE Transactions on Mobile Computing, 20 (9). pp. 2808-2819. ISSN 1536-1233

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Abstract

The functioning of bacterial nanonetworks as a 'drug delivery system' requires the engineered bacteria to track the targets, such as harmful micro-organisms, pathogens, or chemical weapons, to release drug molecules effectively. The coordinated and intelligent movement of energy-constrained engineered bacteria is desired for successful tracking of mobile targets. In this work, first, we analyze the energy consumption by engineered bacteria for releasing molecules and propagating for the tracking process. Then we show that the events of the release of molecules by engineered bacteria and their propagation are interlinked in such a way that the strategy of releasing attractants upon detecting the target is coupled to the energy available with the engineered bacteria. Based on the finding, we propose an energy-aware algorithm, named as EnPoS, which probabilistically selects a group of engineered bacteria among the deployed bacterial population to release signaling molecules over a particular time period in order for engineered bacteria to track the mobile targets. The simulation results show better performance of the proposed algorithm as compared with the basic algorithm incorporating continuous releasing of signaling molecules, concerning the energy expenses, mean displacement over time, and distribution of the engineered bacteria around the targets.

Item Type:	Article
Additional Information:	Funding Information: This work was supported by the European Union’s Horizon 2020 Research and Innovation Programme under the Marie Sk»odowska-Curie Grant Agreement No 713567 and and in part by Science Foundation Ireland via the CONNECT Research Centre under Grant 13/RC/2077, VISTAMILK Research Centre (16/RC/3835), as well as Department of Agriculture, Food, and Marine. Publisher Copyright: © 2002-2012 IEEE.
Uncontrolled Keywords:	/dk/atira/pure/subjectarea/asjc/1700/1712
Departments or Groups:
Depositing User:	Admin SSL
Date Deposited:	19 Oct 2022 23:05
Last Modified:	03 Aug 2023 01:40
URI:	http://repository-testing.wit.ie/id/eprint/3962

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