853 citations · 1.3k across the 13 of their papers we have counts for
3 papers · 1 filter
Deep Activity Recognition Models with Triaxial Accelerometers
Mohammad Abu Alsheikh, Ahmed Selim, Dusit Niyato +3
Despite the widespread installation of accelerometers in almost all mobile phones and wearable devices, activity recognition using accelerometers is still immature due to the poor…
Toward a Robust Sparse Data Representation for Wireless Sensor Networks
Mohammad Abu Alsheikh, Shaowei Lin, Hwee-Pink Tan +1
Compressive sensing has been successfully used for optimized operations in wireless sensor networks. However, raw data collected by sensors may be neither originally sparse nor eas…
Markov Decision Processes with Applications in Wireless Sensor Networks: A Survey
Mohammad Abu Alsheikh, Dinh Thai Hoang, Dusit Niyato +2
Wireless sensor networks (WSNs) consist of autonomous and resource-limited devices. The devices cooperate to monitor one or more physical phenomena within an area of interest. WSNs…