Human activity recognition based on transformed accelerometer data from a mobile phone
X Heng, Z Wang, J Wang - International Journal of …, 2016 - Wiley Online Library
Mobile phones are equipped with a rich set of sensors, such as accelerometers,
magnetometers, gyroscopes, photometers, orientation sensors, and gravity sensors. These …
magnetometers, gyroscopes, photometers, orientation sensors, and gravity sensors. These …
Derivation and analysis of incremental augmented complex least mean square algorithm
A Khalili, A Rastegarnia, WM Bazzi… - IET Signal …, 2015 - Wiley Online Library
In this paper the authors propose an adaptive estimation algorithm for in‐network
processing of complex signals over distributed networks. In the proposed algorithm, as the …
processing of complex signals over distributed networks. In the proposed algorithm, as the …
Smartphone‐based activity recognition independent of device orientation and placement
H Guo, L Chen, G Chen, M Lv - International Journal of …, 2016 - Wiley Online Library
Traditional activity recognition methods based on accelerometers generally assume that the
orientation and placement of sensing devices are fixed. However, the orientation and …
orientation and placement of sensing devices are fixed. However, the orientation and …
A variable step‐size diffusion affine projection algorithm
This paper presents a new variable step‐size diffusion affine projection algorithm (VSS‐
DAPA) to advance the filter performance of the diffusion affine projection algorithm (DAPA) …
DAPA) to advance the filter performance of the diffusion affine projection algorithm (DAPA) …
Distributed cooperative learning over networks via fuzzy logic systems: performance analysis and comparison
This paper studies a distributed machine learning problem by applying a distributed
optimization algorithm over an undirected and connected communication network. Each …
optimization algorithm over an undirected and connected communication network. Each …
A collaborative adaptive algorithm for the filtering of noncircular complex signals
A Khalili, A Rastegarnia, W Bazzi - 7'th International …, 2014 - ieeexplore.ieee.org
In this paper we propose an adaptive estimation algorithm for in-network processing of
complex signals. The proposed algorithm, which will be referred as the incremental …
complex signals. The proposed algorithm, which will be referred as the incremental …
A robust affine projection sign algorithm against the high power of measurement noises
This paper proposes a novel robust affine projection sign algorithm (R‐APSA) through a
modified criterion that consists of the Euclidean norm of the sum of the difference between …
modified criterion that consists of the Euclidean norm of the sum of the difference between …