… 4.1 Energy Efficient fusion/aggregation techniques when excluding redundancy Ya-qin Fan
[17] observed that in Wireless sensor network when redundant data is eliminated using data …

… data redundancy reduction schemes with their benefits and limitations for WSNs. The entire
concept of data redundancy … future work in reducing data redundancy for future research. …

… or faulty nodes in the network. However in this paper, we focus on removal of redundancy of
data packets sensed by the … The network of sensor nodes in IoT works in two ways: First, the …

… Data aggregation and numerous data redundancy reduction algorithms are employed to …
modern data redundancy reduction used sleep schedule model to solve the redundancy. All …

… in Real-time Wireless Sensor Networks (WSNs) by leveraging … data correlation at each
node by way of local computation and propose avoiding transmission of significantly similar data. …

… Machine (SVM) based Data Redundancy Elimination for Data Aggregation in WSN (SDRE) …
the sensor network. Then, SVM method was applied on tree to eliminate the redundant data…

Extending the lifetime of wireless sensor networks remains the most challenging and demanding
requirement that impedes large-scale deployments. The basic operation in WSNs is the …

… To reduce the data redundancy and energy consumption caused by the explosive growth
of data in wireless sensor networks, this paper presents a node data image based mean …

… paper are 1) how to remove data redundancy in wireless sensor network. 2) how to reduce
power consumption in transmission phase 3) outdated data reaching at sink node. To solve …

… efficiency of the sensor nodes and bandwidth utilization of a network. To achieve network
efficiency by avoiding data redundancy, the concept of data aggregation came into the picture. …