WebJun 19, 2024 · Currently, wireless sensor network (WSN) protocols are mainly used to achieve low power consumption of the network, but there are few studies on the quality of services (QoS) of these networks. Coverage can be used as a measure of the WSN’s QoS, which can further reflect the quality of data information. Additionally, … WebData reduction is the transformation of numerical or alphabetical digital information derived empirically or experimentally into a corrected, ordered, and simplified form. The purpose …
Reliable spatial and temporal data redundancy reduction …
WebFeb 13, 2024 · A wireless sensor network (WSN) deploys hundreds or thousands of nodes that may introduce large-scale data over time. Dealing with such an amount of collected data is a real challenge for energy-constraint sensor nodes. Therefore, numerous research works have been carried out to design efficient data clustering techniques in WSNs to … WebNov 6, 2024 · Using data prediction to decrease the amount of transmitted data is one of the approaches to solve this problem. This paper provides a comparison of deep learning methods in a dual prediction ... phish mike\u0027s song
Data reduction using incremental Naive Bayes Prediction …
WebDec 19, 2015 · Data reduction is technique of data mining, which identifies the redundant data and remove it. Proposed work combines data mining with Wireless Sensor Network using Incremental Naive Bayes Prediction, to remove the redundant data based on prediction. This helps to reduce the number of data entities to be transferred to sink. WebJul 29, 2024 · The data reduction technique is one of the most widely used techniques to reduce transmitted data over the wireless sensor networks and to minimize the sensor nodes' energy consumption, particularly, the entire network in general. This paper proposes a reliable dual prediction data reduction approach for WSNs. WebMay 3, 2013 · In modern supply chain management systems, Radio Frequency IDentification (RFID) technology has become an indispensable sensor technology and massive RFID data sets are expected to become commonplace. More and more space and time are needed to store and process such huge amounts of RFID data, and there is an … tsrtc bus hire charges