Interval data fusion with preference aggregation in wireless sensor network: energy-accuracy trade-off in presence of outliers; Journal of Physics: Conference Series; Vol. 1065 : International Measurement Confederation (IMEKO 2018)
| Parent link: | Journal of Physics: Conference Series Vol. 1065 : International Measurement Confederation (IMEKO 2018).— 2018.— [202005, 4 р.] |
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| Résumé: | Title screen For balancing measurement accuracy and energy consumption in a wireless sensor network in presence of outliers it is proposed sensor accuracy enhancement algorithm SensAcc and active node selection algorithm ActiveNode based on the interval data fusion method IF&PA. The results of numerical experimental investigation of the developed algorithms are presented. It is shown that the SensAcc provides the reduction of the uncertainty of measurement result at least tenfold comparing with the uncertainty of multisensor readings under possible existence of failed nodes. Simulation results have shown the ActiveNode allows to reduce the cluster nodes energy consumption approximately threefold. |
| Langue: | anglais |
| Publié: |
2018
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| Accès en ligne: | http://earchive.tpu.ru/handle/11683/57371 https://doi.org/10.1088/1742-6596/1065/7/072016 |
| Format: | Électronique Chapitre de livre |
| KOHA link: | https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=660727 |
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| 200 | 1 | |a Interval data fusion with preference aggregation in wireless sensor network: energy-accuracy trade-off in presence of outliers |f L. I. Khudonogova, S. V. Muravyov (Murav’ev) | |
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| 300 | |a Title screen | ||
| 320 | |a [References: 10 tit.] | ||
| 330 | |a For balancing measurement accuracy and energy consumption in a wireless sensor network in presence of outliers it is proposed sensor accuracy enhancement algorithm SensAcc and active node selection algorithm ActiveNode based on the interval data fusion method IF&PA. The results of numerical experimental investigation of the developed algorithms are presented. It is shown that the SensAcc provides the reduction of the uncertainty of measurement result at least tenfold comparing with the uncertainty of multisensor readings under possible existence of failed nodes. Simulation results have shown the ActiveNode allows to reduce the cluster nodes energy consumption approximately threefold. | ||
| 461 | 0 | |0 (RuTPU)RU\TPU\network\3526 |t Journal of Physics: Conference Series | |
| 463 | |t Vol. 1065 : International Measurement Confederation (IMEKO 2018) |o XXII World Congress, 3–6 September 2018, Belfast, United Kingdom |o [proceedings] |v [202005, 4 р.] |d 2018 | ||
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| 701 | 1 | |a Muravyov (Murav’ev) |b S. V. |c specialist in the field of control and measurement equipment |c Professor of Tomsk Polytechnic University,Doctor of technical sciences |f 1954- |g Sergey Vasilyevich |3 (RuTPU)RU\TPU\pers\31262 |9 15440 | |
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