Interval Data Fusion with Preference Aggregation for Balancing Measurement Accuracy and Energy Consumption in WSN; Wireless Personal Communications; Vol. 118, iss. 4

Interval Data Fusion with Preference Aggregation for Balancing Measurement Accuracy and Energy Consumption in WSN; Wireless Personal Communications; Vol. 118, iss. 4

書誌詳細
Parent link:	Wireless Personal Communications Vol. 118, iss. 4.— 2021.— [P. 2399–2421]
第一著者:	Khudonogova L. I. Ludmila Igorevna
団体著者:	Национальный исследовательский Томский политехнический университет Инженерная школа информационных технологий и робототехники
その他の著者:	Muravyov (Murav’ev) S. V. Sergey Vasilyevich
要約:	Title screen An effective way to conserve energy in wireless sensor networks is reducing the amount of data transmissions. However, this can affect the accuracy and reliability of the sensed data considerably. To provide energy-accuracy trade-off, data fusion technique can be applied exploiting temporal and spatial correlation of sensed data. In this paper, we propose a novel approach for balancing energy consumption and measurement accuracy in wireless sensor networks. The approach is a combination of accuracy enhancement algorithm SensAcc and active node selection algorithm ActiveNode, which are based on the robust interval fusion with preference aggregation (IF&PA) method. The approach is aimed at selecting minimum number of nodes that can provide data of sufficient volume and quality to maintain required accuracy. The performance of the proposed algorithms has been evaluated by both simulation and real data processing. Simulation results show that the proposed approach significantly enhances the network lifetime while providing highly accurate measurement outcomes. Results of real data processing demonstrate noticeable decrease of measurement uncertainty even for small number of sensor nodes. Режим доступа: по договору с организацией-держателем ресурса
言語:	英語
出版事項:	2021
主題:	труды учёных ТПУ электронный ресурс interval fusion preference aggregation energy-accuracy trade-off cluster topology интервальная сварка агрегирование предпочтений
オンライン･アクセス:	https://doi.org/10.1007/s11277-021-08132-9
フォーマット:	電子媒体図書の章
KOHA link:	https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=665071

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