Institutional Repository
Technical University of Crete
Technical University of Crete
EN
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EL
| URI | http://purl.tuc.gr/dl/dias/386A6D97-8E7E-4D99-82CB-069BCCD0CC1A | - |
| Identifier | https://doi.org/10.26233/heallink.tuc.95165 | - |
| Language | en | - |
| Extent | 43 megabytes | en |
| Extent | 53 pages | en |
| Title | Applications of distributed inference in ambiently powered wireless sensor networks | en |
| Title | Εφαρμογές κατανεμημένου συμπερασμού σε σσύρματα δίκτυα αισθητήρων τροφοδοτούμενα με ισχύ από το περιβάλλον | el |
| Creator | Perakis Georgios | en |
| Creator | Περακης Γεωργιος | el |
| Contributor [Thesis Supervisor] | Bletsas Aggelos | en |
| Contributor [Thesis Supervisor] | Μπλετσας Αγγελος | el |
| Contributor [Committee Member] | Mania Aikaterini | en |
| Contributor [Committee Member] | Μανια Αικατερινη | el |
| Contributor [Committee Member] | Spyropoulos Thrasyvoulos | en |
| Contributor [Committee Member] | Σπυροπουλος Θρασυβουλος | el |
| Publisher | Πολυτεχνείο Κρήτης | el |
| Publisher | Technical University of Crete | en |
| Academic Unit | Technical University of Crete::School of Electrical and Computer Engineering | en |
| Academic Unit | Πολυτεχνείο Κρήτης::Σχολή Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών | el |
| Content Summary | This thesis contains applications utilizing wireless sensor networks powered solely by the environment, using small, credit card-sized solar panels. The network contains a number of inexpensive terminals with transmission power of 10.4 dBm and token-ring medium access, capable of distributed in-network inference. An outdoor demonstration using loopy belief propagation and two indoor demonstrations using average consensus were developed and deployed, with this wireless network. The indoor demonstration includes two different versions; a centralised version focusing on robustness and a distributed counterpart focusing on available range. The indoor demonstrations calculate the average temperature in a closed space and the outdoor demonstration measures and estimates the soil moisture on an agricultural field; specific provisions are given so that soil moisture is estimated in locations where the sensors are broken or simply not reporting due to power outage. Distributed measurements and estimation for the outdoor demo required approximately 6 minutes of message passing between ambiently powered nodes; for the indoor demo, that time was approximately 3 minutes. It was found that distributed in-network inference with resource constrained, ambiently-powered wireless terminals is possible, at the ex- pense of increased overall delay. In addition, it was found that distributed operation demands robust time synchronization among the terminals. Fu- ture work will focus on distributed time synchronization and other medium access control schemes for resource-constrained WSNs. | en |
| Type of Item | Διπλωματική Εργασία | el |
| Type of Item | Diploma Work | en |
| License | http://creativecommons.org/licenses/by-nc/4.0/ | en |
| Date of Item | 2023-03-02 | - |
| Date of Publication | 2023 | - |
| Subject | Διπλωματική Εργασία | el |
| Subject | Diploma Work | en |
| Bibliographic Citation | Georgios Perakis, "Applications of distributed inference in ambiently powered wireless sensor networks", Diploma Work, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece, 2023 | en |
| Bibliographic Citation | Γεώργιος Περάκης, "Εφαρμογές κατανεμημένου συμπερασμού σε σσύρματα δίκτυα αισθητήρων τροφοδοτούμενα με ισχύ από το περιβάλλον", Διπλωματική Εργασία, Σχολή Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών, Πολυτεχνείο Κρήτης, Χανιά, Ελλάς, 2023 | el |
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