3 papers
cs.HC2016
Fast Adaptation of Activity Sensing Policies in Mobile Devices
Mohammad Abu Alsheikh, Dusit Niyato, Shaowei Lin +2
With the proliferation of sensors, such as accelerometers, in mobile devices, activity and motion tracking has become a viable technology to understand and create an engaging user…
cs.NI2016
Rate-distortion Balanced Data Compression for Wireless Sensor Networks
Mohammad Abu Alsheikh, Shaowei Lin, Dusit Niyato +1
This paper presents a data compression algorithm with error bound guarantee for wireless sensor networks (WSNs) using compressing neural networks. The proposed algorithm minimizes…
cs.NI2015
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…