TY - JOUR
KW - big data
KW - coverage radius
KW - data loss
KW - sensor network
KW - sensor network stability
KW - sensors
AU - Volodymyr Petrivskyi
AU - Georgi Dimitrov
AU - Viktor Shevchenko
AU - Oleksiy Bychkov
AU - Magdalena Garvanova
AU - Galina Panayotova
AU - Pavel Petrov
AB - <p>Sensors and sensor networks are widely used in various industries and human activities and main components of the Internet of Things and Industrial Internet of Things concepts. Nowadays, huge amounts of data, called Big Data, can be transported and collected using sensor networks. This article presents approaches for providing sensor networks’ stability estimation for transporting Big Data and collecting respective use cases. The proposed estimation method allows to detect sensor network’s components that decrease data transport system stability. Consequently, additional connections or sensors can be added to increase stability. In the case of data collection, the solution consists of finding the most vulnerable sensor and an optimal position for the additional sensor with given intersection levels with other sensors. Simulation results confirm the feasibility and effectiveness of the proposed approaches.</p>
BT - Information & Security: An International Journal
DA - 2020
DO - https://doi.org/10.11610/isij.4710
IS - 1
LA - eng
N2 - <p>Sensors and sensor networks are widely used in various industries and human activities and main components of the Internet of Things and Industrial Internet of Things concepts. Nowadays, huge amounts of data, called Big Data, can be transported and collected using sensor networks. This article presents approaches for providing sensor networks’ stability estimation for transporting Big Data and collecting respective use cases. The proposed estimation method allows to detect sensor network’s components that decrease data transport system stability. Consequently, additional connections or sensors can be added to increase stability. In the case of data collection, the solution consists of finding the most vulnerable sensor and an optimal position for the additional sensor with given intersection levels with other sensors. Simulation results confirm the feasibility and effectiveness of the proposed approaches.</p>
PY - 2020
SE - 141
SP - 141
EP - 154
T2 - Information & Security: An International Journal
TI - Information Technology for Big Data Sensor Networks Stability Estimation
VL - 47
ER -