853 citations · 1.3k across the 13 of their papers we have counts for
3 papers · 1 filter
Efficient Data Compression with Error Bound Guarantee in Wireless Sensor Networks
Mohammad Abu Alsheikh, Puay Kai Poh, Shaowei Lin +2
We present a data compression and dimensionality reduction scheme for data fusion and aggregation applications to prevent data congestion and reduce energy consumption at network c…
Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications
Mohammad Abu Alsheikh, Shaowei Lin, Dusit Niyato +1
Wireless sensor networks monitor dynamic environments that change rapidly over time. This dynamic behavior is either caused by external factors or initiated by the system designers…
Area Coverage Under Low Sensor Density
Mohammad Abu Alsheikh, Shaowei Lin, Hwee-Pink Tan +1
This paper presents a solution to the problem of monitoring a region of interest (RoI) using a set of nodes that is not sufficient to achieve the required degree of monitoring cove…