State-Space based Linear Modeling for Human Activity Recognition in Smart Space.

MH Kabir, K Thapa, JY Yang - Intelligent Automation & …, 2019 - search.ebscohost.com
Recognition of human activity is a key element for building intelligent and pervasive
environments. Inhabitants interact with several objects and devices while performing any …

Activity recognition using a hierarchical model

C Tirkaz, D Bruckner, GQ Yin… - IECON 2012-38th Annual …, 2012 - ieeexplore.ieee.org
In this paper, we propose a human daily activity recognition method that is used for Ambient
Assisted Living. The proposed system is able to learn a user's activities using the data from …

Human behavior recognition model based on feature and classifier selection

G Gao, Z Li, Z Huan, Y Chen, J Liang, B Zhou, C Dong - Sensors, 2021 - mdpi.com
With the rapid development of the computer and sensor field, inertial sensor data have been
widely used in human activity recognition. At present, most relevant studies divide human …

User-independent activity recognition via three-stage GA-based feature selection

TRD Saputri, AM Khan, SW Lee - International Journal of …, 2014 - journals.sagepub.com
Advancement in wireless sensor networks gave birth to applications that can provide friendly
and intelligent services based on the recognition of human activities. Although the …

Two-layer hidden Markov model for human activity recognition in home environments

MH Kabir, MR Hoque, K Thapa… - International Journal of …, 2016 - journals.sagepub.com
Activities of Daily Livings (ADLs) refer to the activities that are carried out by an individual for
everyday living. Recognition of ADLs is key element for building intelligent and pervasive …

Human activity recognition from accelerometer data using a wearable device

P Casale, O Pujol, P Radeva - … Recognition and Image Analysis: 5th Iberian …, 2011 - Springer
Activity Recognition is an emerging field of research, born from the larger fields of ubiquitous
computing, context-aware computing and multimedia. Recently, recognizing everyday life …

An approach towards position-independent human activity recognition model based on wearable accelerometer sensor

N Qamar, N Siddiqui, M Ehatisham-ul-Haq… - Procedia Computer …, 2020 - Elsevier
The continuous progress in wearable sensing technologies has motivated the researchers
to develop novel models for human activity and behavior monitoring. As wearable sensors …

Complex activity recognition using time series pattern dictionary learned from ubiquitous sensors

L Liu, Y Peng, S Wang, M Liu, Z Huang - Information Sciences, 2016 - Elsevier
Sensor-based human activity recognition has become an important research field within
pervasive and ubiquitous computing. Techniques for recognizing atomic activities such as …

Improving human activity recognition by smart windowing and spatio-temporal feature analysis

F Al Machot, HC Mayr - Proceedings of the 9th ACM International …, 2016 - dl.acm.org
This paper presents a promising approach to enhance multi-sensor based activity
recognition in smart homes. The research is originated in the domain of Active and Assisted …

A framework for daily living activity recognition using fusion of smartphone inertial sensors data

S Khan, SMA Shah, SH Noorani… - 2023 4th …, 2023 - ieeexplore.ieee.org
Recent years have seen rapid advancements in the human activity recognition field using
data from smart sensor devices. A wide variety of real-world applications can be found in …