TY - JOUR
T1 - Izgradnja podatkovne mreže senzora u Internetu stvari
AU - Wei, Xiao
AU - Li, Qing
AU - Ye, Feiyue
AU - Zhang, Jun
AU - Bie, Rongfang
PY - 2013
Y1 - 2013
N2 - In the Internet of Things, wireless sensor networks (WSN) is in charge of gathering and transferring environment data. It is an essential work to mine data semantic in WSN in the data derived from sensors to improve the WSN. This paper proposes the Data Association Network of sensors (DAN) to organize the mined association semantic relations among sensors into an effective form. Because DAN holds the rich data semantic of WSN, it can improve WSN in some aspects, such as detecting the abnormal sensors, simulating the data of faulty sensors, or optimizing the topology of WSN. Experimental results show that the proposed method can mine the associated relations among sensor nodes effectively, and the DAN is helpful in solving some problems of WSN.
AB - In the Internet of Things, wireless sensor networks (WSN) is in charge of gathering and transferring environment data. It is an essential work to mine data semantic in WSN in the data derived from sensors to improve the WSN. This paper proposes the Data Association Network of sensors (DAN) to organize the mined association semantic relations among sensors into an effective form. Because DAN holds the rich data semantic of WSN, it can improve WSN in some aspects, such as detecting the abnormal sensors, simulating the data of faulty sensors, or optimizing the topology of WSN. Experimental results show that the proposed method can mine the associated relations among sensor nodes effectively, and the DAN is helpful in solving some problems of WSN.
KW - Data association network of sensors
KW - Data association of sensors
KW - Data Mining on IoT
UR - https://www.scopus.com/pages/publications/84891330013
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-84891330013&origin=recordpage
U2 - 10.7305/automatika.54-4.419
DO - 10.7305/automatika.54-4.419
M3 - RGC 21 - Publication in refereed journal
SN - 0005-1144
VL - 54
SP - 459
EP - 470
JO - Automatika
JF - Automatika
IS - 4
ER -