Technological advancements are continuously changing the paradigm of human existence.Human beings are constantly engaging in various measures to reduce the extent of sensory and motor impairment.This has been in the f...Technological advancements are continuously changing the paradigm of human existence.Human beings are constantly engaging in various measures to reduce the extent of sensory and motor impairment.This has been in the form of various devices,e.g.orthopedic prosthesis,visual aids (spectacles) and hearing aids.Countless attempts throughout the centuries have been made in an effort to improve sound amplification in patients.This article seeks to highlights the technological journey of one such implant,the middle ear implant,from its inception to the more technological advanced futuristic proposals.While there are many amplification devices available presently,there still remains a group of patients who have not experienced adequate amplification for their hearing loss and this subset may gain the greatest benefit from middle ear implants.展开更多
To exploit the effect of modulation schemes on the best relay selection,a novel Jointing Modulation schemes max-min criterion(JM-max-min) is proposed firstly for Two-Way De-Noise-and-Forward(DNF) Opportunistic Relayin...To exploit the effect of modulation schemes on the best relay selection,a novel Jointing Modulation schemes max-min criterion(JM-max-min) is proposed firstly for Two-Way De-Noise-and-Forward(DNF) Opportunistic Relaying systems(TW-DNF-OR) by aiming at minimizing the Pairwise Error Probability(PEP) of Multi-Access(MA) phase which dominates the error per-formance of TW-DNF-OR due to the presence of MA interference.The proposed JM-max-min criterion integrates perfectly the minimum distances of constellations and the relay links gains.Then,with the proposed JM-max-min criterion,we analyze the Symbol Error Probabilities(SEPs) of MA phase and BroadCast(BC) phase by using the approximated mathematics analysis,and present the corresponding closed-form expressions to SEPs.The numerical analysis shows,for a given modulations combination at both sources,the TW-DNF-OR systems with the proposed JM-max-min criterion outperform the one with the conventional max-min criterion.展开更多
针对软测量方法实际应用中查询样本可能出现奇异点这一问题,提出一种带奇异点检测和补偿的高斯过程回归(Gaussian process regression,GPR)在线软测量方法。该方法首先对训练样本利用高斯过程回归方法进行建模,得到软测量模型;然后对新...针对软测量方法实际应用中查询样本可能出现奇异点这一问题,提出一种带奇异点检测和补偿的高斯过程回归(Gaussian process regression,GPR)在线软测量方法。该方法首先对训练样本利用高斯过程回归方法进行建模,得到软测量模型;然后对新来查询样本采用改进拉依达准则进行奇异点检测,当新来查询样本被确定为奇异点时,利用辅助模型进行修补,然后再利用软测量模型对修补后查询样本点进行预测;否则,直接对新来查询样本点使用软测量模型进行预测,此方法能够有效确保新来查询样本点的有效性。通过对实际硫回收过程的数据进行实验仿真,进一步验证了所提方法的有效性。展开更多
文摘Technological advancements are continuously changing the paradigm of human existence.Human beings are constantly engaging in various measures to reduce the extent of sensory and motor impairment.This has been in the form of various devices,e.g.orthopedic prosthesis,visual aids (spectacles) and hearing aids.Countless attempts throughout the centuries have been made in an effort to improve sound amplification in patients.This article seeks to highlights the technological journey of one such implant,the middle ear implant,from its inception to the more technological advanced futuristic proposals.While there are many amplification devices available presently,there still remains a group of patients who have not experienced adequate amplification for their hearing loss and this subset may gain the greatest benefit from middle ear implants.
基金Supported by the National Natural Science Foundations of China (No. 61071090,No. 61171093)the Postgraduate Innovation Programs of Scientific Research of Jiangsu Province (CX10B-184Z,CXZZ11_0388)the Project 11KJA510001 and PAPD
文摘To exploit the effect of modulation schemes on the best relay selection,a novel Jointing Modulation schemes max-min criterion(JM-max-min) is proposed firstly for Two-Way De-Noise-and-Forward(DNF) Opportunistic Relaying systems(TW-DNF-OR) by aiming at minimizing the Pairwise Error Probability(PEP) of Multi-Access(MA) phase which dominates the error per-formance of TW-DNF-OR due to the presence of MA interference.The proposed JM-max-min criterion integrates perfectly the minimum distances of constellations and the relay links gains.Then,with the proposed JM-max-min criterion,we analyze the Symbol Error Probabilities(SEPs) of MA phase and BroadCast(BC) phase by using the approximated mathematics analysis,and present the corresponding closed-form expressions to SEPs.The numerical analysis shows,for a given modulations combination at both sources,the TW-DNF-OR systems with the proposed JM-max-min criterion outperform the one with the conventional max-min criterion.
文摘针对软测量方法实际应用中查询样本可能出现奇异点这一问题,提出一种带奇异点检测和补偿的高斯过程回归(Gaussian process regression,GPR)在线软测量方法。该方法首先对训练样本利用高斯过程回归方法进行建模,得到软测量模型;然后对新来查询样本采用改进拉依达准则进行奇异点检测,当新来查询样本被确定为奇异点时,利用辅助模型进行修补,然后再利用软测量模型对修补后查询样本点进行预测;否则,直接对新来查询样本点使用软测量模型进行预测,此方法能够有效确保新来查询样本点的有效性。通过对实际硫回收过程的数据进行实验仿真,进一步验证了所提方法的有效性。
