Development of fall detection and activity recognition using threshold based method and neural network

QR Code

Development of fall detection and activity recognition using threshold based method and neural network

Falls are dangerous and contribute to over 80% of injury-related hospitalization especially amongst the elderly. Hence, fall detection is important for preventing severe injuries and accidental deaths. Meanwhile, recognizing human activity is important for monitoring health status and quality of lif...

Full description

Bibliographic Details
Main Authors:	Sai, Siong Jun, Harun @ Ramli, Hafiz Rashidi, Che Soh, Azura, Kamsani, Noor Ain, Raja Ahmad, Raja Mohd Kamil, Ahmad, Siti Anom, Ishak, Asnor Juraiza
Format:	Article
Language:	English
Published:	Institute of Advanced Engineering and Science 2020
Online Access:	http://psasir.upm.edu.my/id/eprint/88434/ http://psasir.upm.edu.my/id/eprint/88434/1/ABSTRACT.pdf

Similar Items

Development of a wearable human fall detection system
by: Chua, Kean Hong, et al.
Published: (2022)

Investigate the transcendent adapted of wavelet threshold algorithms for elbow movement by surface EMG signal
by: Ghapanchizadeh, Hossein, et al.
Published: (2014)

Development of neural network-based electronic nose for herbs recognition
by: Che Soh, Azura, et al.
Published: (2014)

E-nose herbs recognition system based on artificial neural network technique
by: Chow, Kar Kit, et al.
Published: (2013)

New methodology of online sliding surface slope tuning PID like fuzzy sliding mode controller for robust control of robot manipulators
by: Yadegar, Sanaz, et al.
Published: (2016)

Herbs recognition based on chemical properties using machine learning algorithm
by: Mohamad Radzi, Nur Fadzilah, et al.
Published: (2023)

Design of a wireless surface EMG acquisition system
by: Ishak, Asnor Juraiza, et al.
Published: (2017)

Review of electromyography control systems based on pattern recognition for prosthesis control application
by: Ahmad, Siti Anom, et al.
Published: (2011)

Introducing new statistical shape based and texture feature extraction methods in the plant species recognition system
by: Seyed Mohammad Hussein,, et al.
Published: (2013)

Surface EMG classification for prosthesis control: fuzzy logic vs. artificial neural network
by: Ahmad, Siti Anom, et al.
Published: (2012)

Automated recognition of Ficus deltoidea using ant colony optimization technique
by: Ishak, Asnor Juraiza, et al.
Published: (2013)

Threshold center-symmetric local binary convolutional neural networks for bilingual handwritten digit recognition
by: Saleh Al-Wajih, Ebrahim Qasem
Published: (2022)

Texture recognition by using artificial neural network
by: Foong, Lee Sai
Published: (2013)

The asociation of falls with instability: an analysis of perception and expectation towards the use of fall detection devices among older adults in Malaysia
by: Abdul Rahman, Kawthar, et al.
Published: (2021)

Neural field models with threshold noise
by: Thul, Ruediger, et al.
Published: (2016)

Developing multichannel surface EMG acquisition system by using instrument opamp INA2141
by: Ghapanchizadeh, Hossein, et al.
Published: (2014)

Effect of surface electromyography electrode position during wrist extension and flexion based on time and frequency domain analyses
by: Ghapanchizadeh, Hossein, et al.
Published: (2016)

Real-time threshold-based fall detection system using wearable IoT
by: Nur Izdihar, Muhd Amir, et al.
Published: (2022)

Stimulation the prefrontal cortex by EEG-neurofeedback training in high body mass index individuals
by: Alhiyali, Mohammed Isam, et al.
Published: (2018)

Vehicle gas leakage detector.
by: Che Soh, Azura, et al.
Published: (2010)

Smart monitoring fault detection system for malfunction traffic light operation.
by: Che Soh, Azura, et al.
Published: (2013)

Position control of arm mechanism using PID controller
by: Ishak, Asnor Juraiza, et al.
Published: (2013)

E-botanist system for agricultural applications
by: Che Soh, Azura, et al.
Published: (2016)

E-botanist system for agricultural applications
by: Che Soh, Azura, et al.
Published: (2016)

Driver’s fatigue classification based on physiological signals using RNN-LSTM technique
by: Rabea, Ahmed Faozi Ahmed, et al.
Published: (2022)

Design and Fabrication of Autonomous Entertainment Mobile Robot
by: Ishak, Asnor Juraiza
Published: (2003)

Motion stabiliser
by: Ishak, Asnor Juraiza
Published: (2016)

Walking and falling
by: Che Hasan, Muhammad Kamil
Published: (2019)

Optimising PID controller using slope variation method for positioning radio telescope
by: Mohamad Zaber, Nursaida, et al.
Published: (2017)

Optimisation of an ash fouling model for predicting cleanliness levels in coal-fired power plant
by: Achmad Nazeem, Nabil, et al.
Published: (2025)

Implementation of electromyography detecting system for exoskeleton robot applications
by: Saeed, Maged S., et al.
Published: (2014)

Modelling of high output force dielectric elastomer actuator
by: El-Hamad, Haneen Jawad Mahmoud, et al.
Published: (2017)

Neural network algorithm-based fall detection modelling
by: Mohd Yusoff, Ainul Husna, et al.
Published: (2020)

Real-time monitoring system for parking space management services
by: Thong, Peng Hoong, et al.
Published: (2013)

Mechanical analysis of wearable lower limb exoskeleton for rehabilitation
by: Wong, Zhen Yang, et al.
Published: (2014)

Performance analysis between PID and fuzzy logic controller in position control system of radio telescope
by: Mohamad Zaber, Nursaida, et al.
Published: (2015)

A smart guidance indoor parking system based on Dijkstra's algorithm and ant colony algorithm
by: Mohammad Ata, Karimeh Ibrahim, et al.
Published: (2020)

Guidance system based on Dijkstra-ant colony algorithm with binary search tree for indoor parking system
by: Mohammad Ata, Karimeh Ibrahim, et al.
Published: (2021)

A conceptual emotional recognition framework: stress and anger analysis for car accidents
by: Shi, Jonathan Khai Ooi, et al.
Published: (2017)

Effects Of Dems From Different Resolutions In Deriving Stream Networks Threshold Values And Morphometric Analysis
by: Ishak, Nor Azura
Published: (2018)