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      • KCI등재
      • KCI등재

        Auditory Feature Driven Model Predictive Control for Sound Source Approaching

        Zhiqing Wang,Wei Zou,Hongxuan Ma,Chi Zhang,Yuxin Guo,Wei Zhang 제어·로봇·시스템학회 2024 International Journal of Control, Automation, and Vol.22 No.2

        Sound source approaching is a typical task for the robot with auditory sensing. Many existing methods are based on sound source localization (SSL), and utilize the explicit location as the control input. To reduce the localization computation cost and improve the robustness against noise and reverberation, we propose a novel auditory feature driven model predictive control (AFD-MPC) method, which directly uses the auditory feature as the control input. First, a new convolution-ternarization based interaural time difference (CT-ITD) estimation method is proposed, which is more robust to noise and reverberation by eliminating signal spikes and irrelevant components. Second, a new system model is derived and established, which directly links the robot motions and the interaural time difference (ITD) feature. Third, AFD-MPC is realized based on the proposed CT-ITD feature estimation and system model. The states at multiple future time steps are predicted based on the system model, and a control objective function considering both target approaching and motion smoothness is designed. By involving the multi-step future states in the control objective function, the control outcome is more smooth on motion trajectory and more robust to instantaneous interferences. A series of experiments such as static and dynamic sound source approaching are conducted on a mobile robot equipped with a small-sized 6-microphone array to validate the effectiveness of our methods.

      • KCI등재

        Practical Robotic Auditory Perception and Approaching Methods Based on Small-sized Microphone Array

        Zhiqing Wang,Wei Zou,Chi Zhang,Zhaobing Kang,Jiagang Zhu 제어·로봇·시스템학회 2022 International Journal of Control, Automation, and Vol.20 No.5

        Robot control based on audition plays an important role in many robot applications, which is generally implemented by three steps: aural features extraction, sound source localization and approaching control strategy. This paper presents a novel and practical auditory perception and control method adoptable to the small-sized microphone array. Firstly, a novel aural feature extraction strategy, namely dynamic signals matching (DSM), is proposed to search for the matching points of the signals with similarity measurement based on gradient and amplitude by dynamic programming. Secondly, a new sound source localization method called steered grid search (SGS) is proposed, which combines the source localization method based on time delay of arrival (TDOA) and spatial search strategy to achieve the robustness and real-time performance. Thirdly, inspired by image-based visual control, the interaction matrix is deduced and applied to transform the spatial information of the sound source into auditory control, based on which a mechanism for robot to approach the sound source is implemented. Finally, we apply our methods to a mobile robot equipped with a small array of six microphones. The experimental results show the feasibility and the suitability of our method under adverse conditions.

      • KCI등재

        Modification of Polytetrafluoroethylene-fiberglass Composite Film Using Polydopamine Deposition with Improved Hydrophilicity

        Zhiqing Jiang,Liang Jiang,Huiying Jia,Yanfen Zhou,Jianwei Ma,Shaojuan Chen 한국섬유공학회 2018 Fibers and polymers Vol.19 No.8

        The surface of polytetrafluoroethylene (PTFE)-fiberglass composite film was modified with polydopamine (PDA) in order to improve hydrophilic properties and hence to expand its perspective usage for biomedical and blood-contacting applications. Scanning electron microscopy, atomic force microscopy, energy dispersive spectrometer and fourier transform infrared spectra were employed to analyse the surface morphology and the chemical structures of the modified PTFEfiberglass composite films. Hydrophilic property of PTFE-fiberglass composite films was investigated by using water contact angle measurement. The effect of treatment time on the surface morphology and hydrophilicity of PTFE-fiberglass composite films was investigated. The results showed that a dense layer of PDA was formed on PTFE-fiberglass composite films, the water contact angle decreased gradually with the increase in modification time. Moreover, the fastness of PDA layers deposited on the PTFE-fiberglass composite films was studied by using UV/VIS/NIR spectrometer. It was revealed that the PDA layer was stable in distilled water, 0.1 M hydrochloric acid solution and alcohol, but had a poor resistance to 0.1 M sodium hydroxide solution.

      • KCI등재

        The direction of technical change: a study based on the inter-provincial panel data of China

        Zhiqing Dong,Yingtong Guo,Linhui Wang,Jie Dai 기술경영경제학회 2013 ASIAN JOURNAL OF TECHNOLOGY INNOVATION Vol.21 No.2

        Technical change is usually biased and benefits some factors more than others; however, theliterature on the effect of technical progress is limited to the direction of technical change. For developing countries, whether technical change is biased towards particular factors is ofcentral importance. We apply the framework of Acemoglu, D. (2002, ‘Directed technicalchange’, The Review of Economic Studies, 69, 781–809) to develop explanations for thefollowing questions: What kind of production function is appropriate to special economies?If and to what degree technical change is biased towards particular factors? Based on interprovincialpanel data of China, this paper shows that: First, biased production functions aremore appropriate than neutral ones. Second, the elasticity of substitution between labour andcapital is less than a unity within the interval of 0.50 to 0.70, which indicates theasymmetric effect of technical progress on the productivity of capital and labour (a biasclearly in favour of capital). Third, the extents of bias in CES, VES, and CEEDx are 0.424,0.108, and 0.213, and more biased towards capital at 3.6%, 1.3%, and 2.2% (from 1978 to2010). This paper indicates that a crucial issue in China is how to change the direction of technical change and promote the productivity of labour.

      • Research on Quantitative Analysis for Nano-pore Structure Characteristics of Shale Based on NMR Cryoporometr

        ( Zhiqing Li ) 대한지질공학회 2019 대한지질공학회 학술발표회논문집 Vol.2019 No.2

        Shale gas, as one kind of unconventional gas, is an important energy supplement. The pore structure characteristic is an important index using to measure and evaluate shale reservoir quality. The Weiyuan marine shale, Jiao Shiba marine shale and Yaoqu continental shalewere selected to study the pore structure characteristics and controlling factors using cold field emission scanning microscopy (FE-SEM). Nuclear magnetic resonance cryoporometry (NMRC) was employed to represent nano-scale pore structure. This method can be extended to microns measurement combining nuclear magnetic resonance relaxation analysis to detect in detail the pore structure of shales under the different aperture scales. The smaller the test temperature gradient is, the finer the result of pore distribution is.. NMRC, mercury intrusion porosimetry (MIP) and gas adsorption (GA) methods show good agreement of pore distribution in their respective scope of application. NMR method results in a much better estimate for the total pore volume than the more common MIP and GA. Hence, the pore structure of the reservoir shale can be evaluated more accurately by combining NMRC, LFNMR with GA and MIP. Thus the nano-pores of continental shale are clearly better developed and will more likely have a higher commercial exploitation value than marine shale.

      • KCI등재

        Polygon Approximation Based Cognitive Information Delivery in Geo-location Database Oriented Spectrum Sharing

        ( Zhiqing Wei ),( Huici Wu ),( Zhiyong Feng ) 한국인터넷정보학회 2017 KSII Transactions on Internet and Information Syst Vol.11 No.6

        In geo-location database oriented spectrum sharing system, the entire geographic area is divided into meshes to classify, store and delivery the cognitive information. In this paper, we propose a flexible polygon mesh division scheme to reduce the number of meshes. Hence the cognitive information can be reduced correspondingly. Besides, polygon mesh can approximate the real environment and reduce the error of cognitive information because the edges of polygon are selected along the boundaries of the networks. We have designed the polygon approximation algorithm and have analyzed the relation between the error and the number of polygon`s edges. Finally, the simulation results are provided to verify the algorithm and analysis. The polygon mesh division scheme in this paper provides an efficient approach for cognitive information organization in database oriented spectrum sharing system.

      • KCI등재

        The Asymptotic Throughput and Connectivity of Cognitive Radio Networks with Directional Transmission

        Zhiqing Wei,Zhiyong Feng,Qixun Zhang,Wei Li,T. Aaron Gulliver 한국통신학회 2014 Journal of communications and networks Vol.16 No.2

        Throughput scaling laws for two coexisting ad hoc networkswith m primary users (PUs) and n secondary users (SUs)randomly distributed in an unit area have been widely studied. Early work showed that the secondary network performs as wellas stand-alone networks, namely, the per-node throughput of thesecondary networks is (1/pn log n). In this paper, we showthat by exploiting directional spectrum opportunities in secondarynetwork, the throughput of secondary network can be improved. If the beamwidth of secondary transmitter (TX)’s main lobe is= o(1/log n), SUs can achieve a per-node throughput of(1/pn log n) for directional transmission and omni reception(DTOR), which is (log n) times higher than the throughputwithoutdirectional transmission. On the contrary, if = !(1/log n),the throughput gain of SUs is 2 / for DTOR compared with thethroughput without directional antennas. Similarly, we have derivedthe throughput for other cases of directional transmission. The connectivity is another critical metric to evaluate the performanceof random ad hoc networks. The relation between the numberof SUs n and the number of PUs m is assumed to be n = m . We show that with the HDP-VDP routing scheme, which is widelyemployed in the analysis of throughput scaling laws of ad hoc networks,the connectivity of a single SU can be guaranteed when> 1, and the connectivity of a single secondary path can be guaranteedwhen > 2. While circumventing routing can improve theconnectivity of cognitive radio ad hoc network, we verify that theconnectivity of a single SU as well as a single secondary path canbe guaranteed when > 1. Thus, to achieve the connectivity ofsecondary networks, the density of SUs should be (asymptotically)bigger than that of PUs.

      • SCIESCOPUSKCI등재

        The Asymptotic Throughput and Connectivity of Cognitive Radio Networks with Directional Transmission

        Wei, Zhiqing,Feng, Zhiyong,Zhang, Qixun,Li, Wei,Gulliver, T. Aaron The Korea Institute of Information and Commucation 2014 Journal of communications and networks Vol.16 No.2

        Throughput scaling laws for two coexisting ad hoc networks with m primary users (PUs) and n secondary users (SUs) randomly distributed in an unit area have been widely studied. Early work showed that the secondary network performs as well as stand-alone networks, namely, the per-node throughput of the secondary networks is ${\Theta}(1/\sqrt{n{\log}n})$. In this paper, we show that by exploiting directional spectrum opportunities in secondary network, the throughput of secondary network can be improved. If the beamwidth of secondary transmitter (TX)'s main lobe is ${\delta}=o(1/{\log}n)$, SUs can achieve a per-node throughput of ${\Theta}(1/\sqrt{n{\log}n})$ for directional transmission and omni reception (DTOR), which is ${\Theta}({\log}n)$ times higher than the throughput with-out directional transmission. On the contrary, if ${\delta}={\omega}(1/{\log}n)$, the throughput gain of SUs is $2{\pi}/{\delta}$ for DTOR compared with the throughput without directional antennas. Similarly, we have derived the throughput for other cases of directional transmission. The connectivity is another critical metric to evaluate the performance of random ad hoc networks. The relation between the number of SUs n and the number of PUs m is assumed to be $n=m^{\beta}$. We show that with the HDP-VDP routing scheme, which is widely employed in the analysis of throughput scaling laws of ad hoc networks, the connectivity of a single SU can be guaranteed when ${\beta}$ > 1, and the connectivity of a single secondary path can be guaranteed when ${\beta}$ > 2. While circumventing routing can improve the connectivity of cognitive radio ad hoc network, we verify that the connectivity of a single SU as well as a single secondary path can be guaranteed when ${\beta}$ > 1. Thus, to achieve the connectivity of secondary networks, the density of SUs should be (asymptotically) bigger than that of PUs.

      • KCI등재

        Study on Numerical Model with Multi-layer Rigid Balls for Fabricating Curved Surface Based on Clustering Balls Spinning Method

        Hu Zhiqing,Li Jiaji,Yu Ge,Lin Baojun 한국정밀공학회 2020 International Journal of Precision Engineering and Vol.21 No.8

        Clustering balls spinning method is a new method for fabricating curved surfaces by clustering rigid balls. It is always one of options to explore forming mechanism by using numerical simulation method that is closer to the real experimental process. In this article, we have adopted a new numerical model with multi-layer rigid balls (MlRB), which is named as MlRB model and more responsive to actual experiments. The model subroutine is developed based on the ABAQUS software. Simulation procedure using MlRB model is introduced, and cross-section, thickness distribution and springback using MlRB model are analyzed and compared to the experimental results and simulated results using previous numerical model with single-layer rigid balls (SlRB), which is named as SlRB model. The results are shown that, curved surface and thickness distribution simulated by MlRB model are closed to experimental results, and springback of curved surface is much less. Furthermore, auxiliary forming region that benefits to make the sheet deformed furtherly is proposed and analyzed. It is indicated that MlRB model is successful to simulate the deformation of the sheet according to the experiment, and it lays the foundation for the optimization of the technology parameters in the future.

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