Cargando…

Enhancing Electronic Nose Performance Based on a Novel QPSO-KELM Model

A novel multi-class classification method for bacteria detection termed quantum-behaved particle swarm optimization-based kernel extreme learning machine (QPSO-KELM) based on an electronic nose (E-nose) technology is proposed in this paper. Time and frequency domain features are extracted from E-nos...

Descripción completa

Detalles Bibliográficos
Autores principales:	Peng, Chao, Yan, Jia, Duan, Shukai, Wang, Lidan, Jia, Pengfei, Zhang, Songlin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2016
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4851034/ https://www.ncbi.nlm.nih.gov/pubmed/27077860 http://dx.doi.org/10.3390/s16040520

Ejemplares similares

A Novel Feature Extraction Approach Using Window Function Capturing and QPSO-SVM for Enhancing Electronic Nose Performance
por: Guo, Xiuzhen, et al.
Publicado: (2015)

Electronic Nose Feature Extraction Methods: A Review
por: Yan, Jia, et al.
Publicado: (2015)

A Novel Optimization Technique to Improve Gas Recognition by Electronic Noses Based on the Enhanced Krill Herd Algorithm
por: Wang, Li, et al.
Publicado: (2016)

A Novel Semi-Supervised Electronic Nose Learning Technique: M-Training
por: Jia, Pengfei, et al.
Publicado: (2016)

Feature Extraction of Electronic Nose Signals Using QPSO-Based Multiple KFDA Signal Processing
por: Wen, Tailai, et al.
Publicado: (2018)

A Novel Semi-Supervised Method of Electronic Nose for Indoor Pollution Detection Trained by M-S4VMs
por: Huang, Tailai, et al.
Publicado: (2016)

A Novel Pre-Processing Technique for Original Feature Matrix of Electronic Nose Based on Supervised Locality Preserving Projections
por: Jia, Pengfei, et al.
Publicado: (2016)

QPSO-Based Adaptive DNA Computing Algorithm
por: Karakose, Mehmet, et al.
Publicado: (2013)

Self-Taught Learning Based on Sparse Autoencoder for E-Nose in Wound Infection Detection
por: He, Peilin, et al.
Publicado: (2017)

Fault diagnosis method of bearing utilizing GLCM and MBASA-based KELM
por: Fei, Sheng-wei, et al.
Publicado: (2022)

QPSO-MPC based tracking algorithm for cable-driven continuum robots
por: Chen, Qi, et al.
Publicado: (2022)

Research on Structurally Constrained KELM Fault-Diagnosis Model Based on Frequency-Domain Fuzzy Entropy
por: Feng, Xiaosu, et al.
Publicado: (2023)

A Novel Hybrid Method to Predict PM(2.5) Concentration Based on the SWT-QPSO-LSTM Hybrid Model
por: Du, Meng, et al.
Publicado: (2022)

Prediction and Optimization of Surface Roughness in a Turning Process Using the ANFIS-QPSO Method
por: Alajmi, Mahdi S., et al.
Publicado: (2020)

Performance of a Mid-Infrared Sensor for Simultaneous Trace Detection of Atmospheric CO and N(2)O Based on PSO-KELM
por: Li, Guolin, et al.
Publicado: (2022)

Highly Sensitive Humidity Sensor Based on Oblique Carbon Nanoplumes
por: Qiao, Siqi, et al.
Publicado: (2018)

An optimized KELM approach for the diagnosis of COVID-19 from 2D-SSA reconstructed CXR Images
por: Mohanty, Figlu, et al.
Publicado: (2021)

A Novel Framework with High Diagnostic Sensitivity for Lung Cancer Detection by Electronic Nose
por: Lu, Binchun, et al.
Publicado: (2019)

ACO-KELM: Anti Coronavirus Optimized Kernel-based Softplus Extreme Learning Machine for Classification of Skin Cancer
por: Liu, Nannan, et al.
Publicado: (2023)

Feature Extraction and Classification of Citrus Juice by Using an Enhanced L-KSVD on Data Obtained from Electronic Nose
por: Cao, Wen, et al.
Publicado: (2019)

Memristive Hodgkin-Huxley Spiking Neuron Model for Reproducing Neuron Behaviors
por: Fang, Xiaoyan, et al.
Publicado: (2021)

Memristive Izhikevich Spiking Neuron Model and Its Application in Oscillatory Associative Memory
por: Fang, Xiaoyan, et al.
Publicado: (2022)

Comparison of SVM, RF and ELM on an Electronic Nose for the Intelligent Evaluation of Paraffin Samples
por: Men, Hong, et al.
Publicado: (2018)

Enhancing Electronic Nose Performance by Feature Selection Using an Improved Grey Wolf Optimization Based Algorithm
por: Zhang, Chao, et al.
Publicado: (2020)

A Comprehensive Diagnosis Method of Rolling Bearing Fault Based on CEEMDAN-DFA-Improved Wavelet Threshold Function and QPSO-MPE-SVM
por: Wang, Yi, et al.
Publicado: (2021)

Memristive LIF Spiking Neuron Model and Its Application in Morse Code
por: Fang, Xiaoyan, et al.
Publicado: (2022)

Diagnostic Performance of Electronic Nose Technology in Sarcoidosis
por: van der Sar, Iris G., et al.
Publicado: (2022)

Cross-Domain Active Learning for Electronic Nose Drift Compensation
por: Sun, Fangyu, et al.
Publicado: (2022)

Can Electronic Nose Replace Human Nose?—An Investigation of E-Nose Sensor Responses to Volatile Compounds in Alcoholic Beverages
por: Li, Yuzhu, et al.
Publicado: (2023)

A Novel Memristive Multilayer Feedforward Small-World Neural Network with Its Applications in PID Control
por: Dong, Zhekang, et al.
Publicado: (2014)

Selectivity Enhancement in Electronic Nose Based on an Optimized DQN
por: Wang, Yu, et al.
Publicado: (2017)

Origin identification of Chinese Maca using electronic nose coupled with GC-MS
por: Li, Aimin, et al.
Publicado: (2019)

Development of electronic nose for detection of micro-mechanical damages in strawberries
por: Qin, Yingdong, et al.
Publicado: (2023)

Diffusion Logarithm-Correntropy Algorithm for Parameter Estimation in Non-Stationary Environments over Sensor Networks
por: Hu, Limei, et al.
Publicado: (2018)

Convolution Kernel Operations on a Two-Dimensional Spin Memristor Cross Array
por: Zhu, Saike, et al.
Publicado: (2020)

The Use of Electronic Nose in the Quality Evaluation and Adulteration Identification of Beijing-You Chicken
por: Chen, Jingru, et al.
Publicado: (2022)

Electronic Nose-Based Technique for Rapid Detection and Recognition of Moldy Apples
por: Jia, Wenshen, et al.
Publicado: (2019)

A Solid Trap and Thermal Desorption System with Application to a Medical Electronic Nose
por: Xu, Xuntao, et al.
Publicado: (2008)

A novel electronic nose for the detection and classification of pesticide residue on apples
por: Tang, Yong, et al.
Publicado: (2021)

Transient Response and Firing Behaviors of Memristive Neuron Circuit
por: Fang, Xiaoyan, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_gilj515dnuuijla3vhej87fjff