TUTCRIS - Tampereen teknillinen yliopisto

TUTCRIS

Multiobjective TDMA optimization for neuron-based molecular communication

Tutkimustuotosvertaisarvioitu

Yksityiskohdat

AlkuperäiskieliEnglanti
OtsikkoBODYNETS 2012 - 7th International Conference on Body Area Networks
KustantajaICST
ISBN (elektroninen)9781936968602
DOI - pysyväislinkit
TilaJulkaistu - 2012
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
Tapahtuma7th International Conference on Body Area Networks, BODYNETS 2012 - Oslo, Norja
Kesto: 24 syyskuuta 201226 syyskuuta 2012

Conference

Conference7th International Conference on Body Area Networks, BODYNETS 2012
MaaNorja
KaupunkiOslo
Ajanjakso24/09/1226/09/12

Tiivistelmä

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.