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PCA Application in Channel Estimation in MIMO-OFDM System
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作者 Mona Nasseri Hamidreza Bakhshi +2 位作者 Sara Sahebdel Razieh Falahian maryam ahmadi 《International Journal of Communications, Network and System Sciences》 2011年第6期384-387,共4页
Initial estimation is a considerable issue in channel estimation techniques, since all of the following processes depends on it, which in this paper its improvement is discussed. Least Square (LS) method is a common s... Initial estimation is a considerable issue in channel estimation techniques, since all of the following processes depends on it, which in this paper its improvement is discussed. Least Square (LS) method is a common simple way to estimate a channel initially but its efficiency is not as significant as more complex approaches. It is possible to enhance channel estimation performance by using some methods such as principal component analysis (PCA), which is not prevalent in channel estimation, and its adaptation to channel information can be challenging. PCA method improves initial estimation performance by projecting data onto direction of eigenvectors by means of using simple algebra. In this paper, channel estimation is examined in Multiple Input Multiple Output-Orthogonal Frequency Division Multiplexing (MIMO-OFDM) system, with significant advantages such as an acceptable performance in frequency selective fading channel. Moreover the proposed channel estimation method manipulates the benefits of MIMO channel by using the information, gained by all channels to estimate the information of each receiver. 展开更多
关键词 CHANNEL ESTIMATION MIMO-OFDM Pca PILOT Aided Technique
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Is nonlinear model predictive control with fuzzy predictive model proper for managing the blood glucose level in typeI diabetes?
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作者 maryam ahmadi Amir Homayoon Jafari 《Journal of Biomedical Science and Engineering》 2012年第2期63-74,共12页
In recent decades, due to the increasing risk of diabetes, the measurement and control of the blood sugar is of great importance. In typeI diabetes, because of the lack of insulin secretion, the cells cannot absorb gl... In recent decades, due to the increasing risk of diabetes, the measurement and control of the blood sugar is of great importance. In typeI diabetes, because of the lack of insulin secretion, the cells cannot absorb glucose, and thus have a low level of glucose. To control blood glucose, the insulin must be injected to the body. In fact, the injection must be in a completely controlled environment. If the level of the insulin exceeds the physiological limits, it may cause death. This paper presents an online approach to control the blood glucose level using a nonlinear model predictive control. This method, maintains the level of blood glucose concentration within a normal range. Thus, the blood glucose level is measured in each minute and predicted for the next time interval. If that is not in the normal range, amount of the insulin which must be injected will be determined. The proposed control approach includes important features such as model uncertainties and prevents acute decrease in the blood glucose level, and instability. In order to assess performance of the proposed controller, computer simulations have been carried out in Matlab/Simulink. Simulation results will reveal the effectiveness of the proposed nonlinear model predictive controller in adjusting the blood glucose level by injecting required insulin. So if the nutrition of the person decreases instantly, the hypoglycemia does not happen. 展开更多
关键词 DIABETES Delay of Insulin-Glucose REGULATORY System Blood GLUCOSE Level Nonlinear Model Predictive Control
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Voltammetric determination of cysteamine at multiwalled carbon nanotubes paste electrode in the presence of isoproterenol as a mediator 被引量:4
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作者 Mohsen Keyvanfard maryam ahmadi +1 位作者 Fatemeh Karimi Khadijeh Alizad 《Chinese Chemical Letters》 SCIE CAS CSCD 2014年第9期1244-1246,共3页
A sensitive electrochemical sensor for the determination of cysteamine (CA) was developed using a modified multiwall carbon nanotube paste electrode (MWCNTPE) with isoproterenol (ISPT) as a mediator. This modifi... A sensitive electrochemical sensor for the determination of cysteamine (CA) was developed using a modified multiwall carbon nanotube paste electrode (MWCNTPE) with isoproterenol (ISPT) as a mediator. This modified electrode showed very high electrocatalytic activity for the anodic oxidation of CA. Under the optimized conditions, the electrocatalytic peak current showed a linear relationship with CA concentration in the range of 0.3-450.0 μmol/L with a detection limit of 0.09 μmol/L CA. The modified electrode was used for the determination of CA in real samples such as urine and drug samples. 展开更多
关键词 CYSTEAMINE Modified electrode Multiwall carbon nanotubes ISOPROTERENOL
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