The method of regularization factor selection determines stability and accuracy of the regularization method. A formula of regularization factor was proposed by analyzing the relationship between the improved SVD and ...The method of regularization factor selection determines stability and accuracy of the regularization method. A formula of regularization factor was proposed by analyzing the relationship between the improved SVD and regularization method. The improved SVD algorithm and regularization method could adapt to low SNR. The regularization method is better than the improved SVD in the case that SNR is below 30 and the improved SVD is better than the regularization method when SNR is higher than 30. The regularization method with the regularization factor proposed in this paper can be better applied into low SNR （5〈SNR） NMR logging. The numerical simulations and real NMR data process results indicated that the improved SVD algorithm and regularization method could adapt to the low signal to noise ratio and reduce the amount of computation greatly. These algorithms can be applied in NMR logging.展开更多
针对具有连续性接入需求的业务,论文融合时分多址接入技术和竞争窗口差分服务机制,提出了具有连续性保障的无线接入协议:CP-MAC(MAC with Continuity Provisioning)协议.通过对业务等级划分,保障了连续用户的接入概率.并基于Markov模型...针对具有连续性接入需求的业务,论文融合时分多址接入技术和竞争窗口差分服务机制,提出了具有连续性保障的无线接入协议:CP-MAC(MAC with Continuity Provisioning)协议.通过对业务等级划分,保障了连续用户的接入概率.并基于Markov模型,给出了非饱和认知无线电网络的系统容量,接入时延和被阻塞概率的数学解析式.最后,通过与现存的MAC接入协议比较,CP-MAC协议在不降低系统容量的同时,提高了连续用户的接入概率,并降低了其接入时延.展开更多
This paper proposes a relay selection scheme based on geometric optimum principle to maximize the cognitive link＇ s connectivity with limited interference to primary user in cooperative cognitive systems. A dual-hop ...This paper proposes a relay selection scheme based on geometric optimum principle to maximize the cognitive link＇ s connectivity with limited interference to primary user in cooperative cognitive systems. A dual-hop cognitive relay system is considered, in which the channel impulse response follows independent non-identical distribution （i. n. d. ） each hop, such as Rician, Rayleigh and Nakagami-m distribution. Then, closed-form expressions in terms of outage probability and average bit error rate （ABER） are obtained using amplify-and-forward （AF） relaying protocol over such mixed fading channels. Furthermore, the best range of the relay is derived. Extensive simulation re- suits are conducted to verify the theoretical analysis, which is useful to the network optimal design.展开更多
文摘The method of regularization factor selection determines stability and accuracy of the regularization method. A formula of regularization factor was proposed by analyzing the relationship between the improved SVD and regularization method. The improved SVD algorithm and regularization method could adapt to low SNR. The regularization method is better than the improved SVD in the case that SNR is below 30 and the improved SVD is better than the regularization method when SNR is higher than 30. The regularization method with the regularization factor proposed in this paper can be better applied into low SNR （5〈SNR） NMR logging. The numerical simulations and real NMR data process results indicated that the improved SVD algorithm and regularization method could adapt to the low signal to noise ratio and reduce the amount of computation greatly. These algorithms can be applied in NMR logging.
文摘针对具有连续性接入需求的业务,论文融合时分多址接入技术和竞争窗口差分服务机制,提出了具有连续性保障的无线接入协议:CP-MAC(MAC with Continuity Provisioning)协议.通过对业务等级划分,保障了连续用户的接入概率.并基于Markov模型,给出了非饱和认知无线电网络的系统容量,接入时延和被阻塞概率的数学解析式.最后,通过与现存的MAC接入协议比较,CP-MAC协议在不降低系统容量的同时,提高了连续用户的接入概率,并降低了其接入时延.
基金Supported by the National Natural Science Foundation of China(No.61271184)New Century Excellent Talents in University(NCET-110594)Fundamental Research Funds for the Central Universities(No.2013RC1001)
文摘This paper proposes a relay selection scheme based on geometric optimum principle to maximize the cognitive link＇ s connectivity with limited interference to primary user in cooperative cognitive systems. A dual-hop cognitive relay system is considered, in which the channel impulse response follows independent non-identical distribution （i. n. d. ） each hop, such as Rician, Rayleigh and Nakagami-m distribution. Then, closed-form expressions in terms of outage probability and average bit error rate （ABER） are obtained using amplify-and-forward （AF） relaying protocol over such mixed fading channels. Furthermore, the best range of the relay is derived. Extensive simulation re- suits are conducted to verify the theoretical analysis, which is useful to the network optimal design.
