Artificial Neural Network Integrated Heart Rate Variability with Expert Consultation System
碩士 === 國立高雄應用科技大學 === 電子工程系 === 100 === This thesis describes an expert system of bio-information, which is combined with the smart devices using wireless sensor network (WSN). The physiological signals can be acquired by some wireless bio-sensor module, such as electrocardiogram (ECG), heart rate (...
Main Authors: | , |
---|---|
Other Authors: | |
Format: | Others |
Language: | en_US |
Published: |
101
|
Online Access: | http://ndltd.ncl.edu.tw/handle/11347658093561438692 |
id |
ndltd-TW-100KUAS8393036 |
---|---|
record_format |
oai_dc |
spelling |
ndltd-TW-100KUAS83930362015-10-13T22:01:09Z http://ndltd.ncl.edu.tw/handle/11347658093561438692 Artificial Neural Network Integrated Heart Rate Variability with Expert Consultation System 類神經網路整合心律變異度之專家諮詢系統 Chen,Kuo-Cheng 陳國政 碩士 國立高雄應用科技大學 電子工程系 100 This thesis describes an expert system of bio-information, which is combined with the smart devices using wireless sensor network (WSN). The physiological signals can be acquired by some wireless bio-sensor module, such as electrocardiogram (ECG), heart rate (HR), heart rate variability (HRV) and autonomic nervous system (ANS) activity, etc. The smart device transmits the bio-information by wireless network, which provides the real-time expert consultation function requirements for the purpose of bio-information analysis, storage and decision. The smart device is also connected the expert system server by the wireless network. The HRV detection parameter value is adopted the criteria and basis for the features of diabetes by using artificial neural network (ANN) algorithm. The remote client can be inquired the bio-information at any time on internet information service (IIS) platform. In addition, the system platform is adequate for comparing the data files. The bio-information and diabetes information can be provided for the alert message timely and actively. The system of this thesis is achieved a ubiquitous mobile physiological monitor purpose. Jong,Gwo-Jia 鐘國家 101 學位論文 ; thesis 91 en_US |
collection |
NDLTD |
language |
en_US |
format |
Others
|
sources |
NDLTD |
description |
碩士 === 國立高雄應用科技大學 === 電子工程系 === 100 === This thesis describes an expert system of bio-information, which is combined with the smart devices using wireless sensor network (WSN). The physiological signals can be acquired by some wireless bio-sensor module, such as electrocardiogram (ECG), heart rate (HR), heart rate variability (HRV) and autonomic nervous system (ANS) activity, etc. The smart device transmits the bio-information by wireless network, which provides the real-time expert consultation function requirements for the purpose of bio-information analysis, storage and decision.
The smart device is also connected the expert system server by the wireless network. The HRV detection parameter value is adopted the criteria and basis for the features of diabetes by using artificial neural network (ANN) algorithm. The remote client can be inquired the bio-information at any time on internet information service (IIS) platform. In addition, the system platform is adequate for comparing the data files. The bio-information and diabetes information can be provided for the alert message timely and actively. The system of this thesis is achieved a ubiquitous mobile physiological monitor purpose.
|
author2 |
Jong,Gwo-Jia |
author_facet |
Jong,Gwo-Jia Chen,Kuo-Cheng 陳國政 |
author |
Chen,Kuo-Cheng 陳國政 |
spellingShingle |
Chen,Kuo-Cheng 陳國政 Artificial Neural Network Integrated Heart Rate Variability with Expert Consultation System |
author_sort |
Chen,Kuo-Cheng |
title |
Artificial Neural Network Integrated Heart Rate Variability with Expert Consultation System |
title_short |
Artificial Neural Network Integrated Heart Rate Variability with Expert Consultation System |
title_full |
Artificial Neural Network Integrated Heart Rate Variability with Expert Consultation System |
title_fullStr |
Artificial Neural Network Integrated Heart Rate Variability with Expert Consultation System |
title_full_unstemmed |
Artificial Neural Network Integrated Heart Rate Variability with Expert Consultation System |
title_sort |
artificial neural network integrated heart rate variability with expert consultation system |
publishDate |
101 |
url |
http://ndltd.ncl.edu.tw/handle/11347658093561438692 |
work_keys_str_mv |
AT chenkuocheng artificialneuralnetworkintegratedheartratevariabilitywithexpertconsultationsystem AT chénguózhèng artificialneuralnetworkintegratedheartratevariabilitywithexpertconsultationsystem AT chenkuocheng lèishénjīngwǎnglùzhěnghéxīnlǜbiànyìdùzhīzhuānjiāzīxúnxìtǒng AT chénguózhèng lèishénjīngwǎnglùzhěnghéxīnlǜbiànyìdùzhīzhuānjiāzīxúnxìtǒng |
_version_ |
1718071253889187840 |