Multiobjective TDMA optimization for neuron-based molecular communication

Suzuki, Junichi and Balasubramaniam, Sasitharan and Prina-Mello, Adriele (2012) Multiobjective TDMA optimization for neuron-based molecular communication. In: BODYNETS 2012 - 7th International Conference on Body Area Networks :. BODYNETS 2012 - 7th International Conference on Body Area Networks . ICST, NOR. ISBN 9781936968602

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Abstract

This paper proposes and evaluates Neuronal TDMA, a TDMA-based signaling protocol framework for molecular communication, which utilizes neurons as a primary component to build in-body sensor-actuator networks (IBSANs). Neuronal TDMA leverages an evolutionary multiobjective optimization algorithm (EMOA) that optimizes the signaling schedule for nanomachines in IBSANs. The proposed EMOA uses a population of solution candidates, each of which represents a particular signaling schedule, and evolves them via several operators such as selection, crossover, mutation and offspring size adjustment. The evolution process is performed to seek Pareto-optimal signaling schedules subject to given constraints. Simulation results verify that the proposed EMOA efficiently obtains quality solutions. It outperforms several conventional EMOAs.

Item Type:	Book Section
Additional Information:	Publisher Copyright: Copyright © 2012 ICST.
Uncontrolled Keywords:	/dk/atira/pure/subjectarea/asjc/1700/1706
Departments or Groups:
Depositing User:	Admin SSL
Date Deposited:	19 Oct 2022 23:17
Last Modified:	06 Jul 2023 00:35
URI:	http://repository-testing.wit.ie/id/eprint/5146

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