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Restoration of the JPEG Maximum Lossy Compressed Face Images with Hourglass Block-GAN
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作者 Jongwook Si Sungyoung Kim 《Computers, Materials & Continua》 SCIE EI 2024年第3期2893-2908,共16页
In the context of high compression rates applied to Joint Photographic Experts Group(JPEG)images through lossy compression techniques,image-blocking artifacts may manifest.This necessitates the restoration of the imag... In the context of high compression rates applied to Joint Photographic Experts Group(JPEG)images through lossy compression techniques,image-blocking artifacts may manifest.This necessitates the restoration of the image to its original quality.The challenge lies in regenerating significantly compressed images into a state in which these become identifiable.Therefore,this study focuses on the restoration of JPEG images subjected to substantial degradation caused by maximum lossy compression using Generative Adversarial Networks(GAN).The generator in this network is based on theU-Net architecture.It features a newhourglass structure that preserves the characteristics of the deep layers.In addition,the network incorporates two loss functions to generate natural and high-quality images:Low Frequency(LF)loss and High Frequency(HF)loss.HF loss uses a pretrained VGG-16 network and is configured using a specific layer that best represents features.This can enhance the performance in the high-frequency region.In contrast,LF loss is used to handle the low-frequency region.The two loss functions facilitate the generation of images by the generator,which can mislead the discriminator while accurately generating high-and low-frequency regions.Consequently,by removing the blocking effects frommaximum lossy compressed images,images inwhich identities could be recognized are generated.This study represents a significant improvement over previous research in terms of the image resolution performance. 展开更多
关键词 JPEG lossy compression RESTORATION image generation GAN
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Generation of lossy mode resonances(LMR)using perovskite nanofilms
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作者 Dayron Armas Ignacio R.Matias +4 位作者 M.Carmen Lopez-Gonzalez Carlos Ruiz Zamarreño Pablo Zubiate Ignacio del Villar Beatriz Romero 《Opto-Electronic Advances》 SCIE EI CAS CSCD 2024年第2期33-40,共8页
The results presented here show for the first time the experimental demonstration of the fabrication of lossy mode resonance(LMR) devices based on perovskite coatings deposited on planar waveguides. Perovskite thin fi... The results presented here show for the first time the experimental demonstration of the fabrication of lossy mode resonance(LMR) devices based on perovskite coatings deposited on planar waveguides. Perovskite thin films have been obtained by means of the spin coating technique and their presence was confirmed by ellipsometry, scanning electron microscopy, and X-ray diffraction testing. The LMRs can be generated in a wide wavelength range and the experimental results agree with the theoretical simulations. Overall, this study highlights the potential of perovskite thin films for the development of novel LMR-based devices that can be used for environmental monitoring, industrial sensing, and gas detection, among other applications. 展开更多
关键词 PEROVSKITE thin films slab waveguide lossy mode resonance
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Improvement on the wave absorbing property of a lossy frequency selective surface absorber using a magnetic substrate 被引量:3
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作者 孙良奎 程海峰 +1 位作者 周永江 王军 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第5期378-382,共5页
An equivalent-circuit model is used to analyse the improvement of the wave absorbing performance of the lossy frequency selective surface(FSS) absorber by using a magnetic substrate,showing that it is possible to wi... An equivalent-circuit model is used to analyse the improvement of the wave absorbing performance of the lossy frequency selective surface(FSS) absorber by using a magnetic substrate,showing that it is possible to widen the wave absorbing bandwidth.Three pieces of magnetic substrates are prepared.According to the complex permittivity and permeability,the reflectivity of the corresponding absorber is calculated by the finite difference time-domain(FDTD) method,and the bandwidth of the reflectivity below 10 dB is optimized by genetic algorithm.The calculated results indicate that the wave absorbing performance is significantly improved by increasing the complex permeability of the substrate;the reflectivity bandwidth below 10 dB of the single layer FSS absorber can reach 3.6-18 GHz with a thickness of 5 mm,which is wider than that with a dielectric substrate.The density of the FSS absorber is only 0.92 g/cm 3.Additionally,the absorption band can be further widened by inserting a second lossy FSS.Finally,a double layer lossy FSS absorber with a magnetic substrate is fabricated based on the design result.The experimental result is consistent with the design one. 展开更多
关键词 wave absorbing performance lossy frequency selective surface(FSS) BANDWIDTH
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Periodicity-suppressing effect of periodic lossy-dielectric-loaded cylindrical waveguide 被引量:2
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作者 杜朝海 刘濮鲲 薛谦忠 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第4期478-483,共6页
Periodic dielectric-loaded waveguide is one of the diaphragmatic waveguides. For the excellent mode-selective propagation ability, it is of value for applications in gyrotron-traveling-wave amplifiers (gyro-TWT), ac... Periodic dielectric-loaded waveguide is one of the diaphragmatic waveguides. For the excellent mode-selective propagation ability, it is of value for applications in gyrotron-traveling-wave amplifiers (gyro-TWT), accelerators, and other microwave propagation systems. This paper focuses on studying the application of the strong lossy-dielectric- loaded periodic waveguide in millimeter-wave gyro-TWT. It is revealed that due to the lossy property of the dielectric, the energy in the dielectric slots is absorbed effectively and the high order Bloch harmonics induced by the periodicity of the structure are suppressed, which changes the discrete spectrum under losstess condition into a continuous one. As a result, the periodicity of the system is severely suppressed and a mode in the hollow region could be approximated by a fast wave mode in an empty waveguide. These results bring specific guidance for the applications of the lossy dielectric-loaded waveguide in gyro-TWTs and other devices. 展开更多
关键词 millimeter wave lossy dielectric Bloch harmonic gyrotron-traveling-wave amplifier
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THE EVIDENCE OF LOSSY WEDGE DIFFRACTION COEFFICIENT IN THEORY 被引量:1
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作者 赵雄文 谢益溪 《Journal of Electronics(China)》 1994年第4期339-347,共9页
Formulas of diffraction field of lossy wedges with less than 180?wedge angle are derived on the basis of the Fresnel-Kirchhoff wave theory and their numerical results are compared with those of the heuristic lossy wed... Formulas of diffraction field of lossy wedges with less than 180?wedge angle are derived on the basis of the Fresnel-Kirchhoff wave theory and their numerical results are compared with those of the heuristic lossy wedge diffraction coefficient given by Luebbers (1984), showing good agreement between the two types of numerical results which have different bases in theory. The agreement shows that the lossy wedge diffraction coefficient as an extension of UTD is quite reasonable. 展开更多
关键词 Fresnel-Kirchhoff THEORY lossy WEDGE coefficient DIFFRACTION
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FDTD Analysis of Nonuniform Lossy Cascade Multiconductor Transmission Lines 被引量:1
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作者 付继伟 侯朝桢 窦丽华 《Journal of Beijing Institute of Technology》 EI CAS 2004年第4期373-377,共5页
A hybrid algorithm is presented for nonuniform lossy multiconductor transmission lines (MTL) connected by arbitrary linear load networks. The networks are characterized by a state-variable equation which allows a gene... A hybrid algorithm is presented for nonuniform lossy multiconductor transmission lines (MTL) connected by arbitrary linear load networks. The networks are characterized by a state-variable equation which allows a general characterization of dynamic elements in the cascade networks. The method is achieved by the finite difference-time domain (FDTD) algorithm for the MTL, and the skin effect is taken into account, the more accurate method is used to compute the skin effect. And this method is combined with the computation of the nonuniform transmission lines. Finally, several numerical examples are given, these results indicate that: the current of the lossy MTL is smaller than the lossless of the MTL; and when the load networks contain the dynamic element, the transition time of the current is longer than the MTL connected by resistance only. 展开更多
关键词 NONUNIFORM cascade networks lossy multiconductor transmission lines(MTL) finite difference-time domain (FDTD)
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Distortionless Lossy Transmission Lines Terminated by in Series Connected <i>RCL</i>-Loads 被引量:1
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作者 Vasil G. Angelov Marin Hristov 《Circuits and Systems》 2011年第4期297-310,共14页
The paper deals with a lossy transmission line terminated at both ends by non-linear RCL elements. The mixed problem for the hyperbolic system, describing the transmission line, to an initial value problem for a neutr... The paper deals with a lossy transmission line terminated at both ends by non-linear RCL elements. The mixed problem for the hyperbolic system, describing the transmission line, to an initial value problem for a neutral equation is reduced. Sufficient conditions for the existence and uniqueness of periodic regimes are formulated. The proof is based on the finding out of suitable operator whose fixed point is a periodic solution of the neutral equation. The method has a good rate of convergence of the successive approximations even for high frequencies. 展开更多
关键词 lossy Transmission Line RCL-Nonlinear Loads Fixed POINT PERIODIC Solution
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Content-adaptive robust error concealment for packet-lossy H.264 video streaming
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作者 LIAO Ning YAN Dan QUAN Zi-yi MEN Ai-dong 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2006年第z1期41-47,共7页
In this paper, we present a spatio-temporal post-processing error concealment (EC) algorithm designed initially for a H.264 video-streaming scheme over packet-lossy networks. It aims at optimizing the subjective quali... In this paper, we present a spatio-temporal post-processing error concealment (EC) algorithm designed initially for a H.264 video-streaming scheme over packet-lossy networks. It aims at optimizing the subjective quality of the restored video under the constraints of low delay and computational complexity, which are critical to real-time applications and portable devices having limited resources. Specifically, it takes into consideration the physical property of motion field in order to achieve more meaningful perceptual video quality, in addition to the improved objective PSNR. Further, a simple bilinear spatial interpolation approach is combined with the improved boundary-match (B-M) based temporal EC approach according to texture and motion activity analysis. Finally, we propose a low complexity temporal EC method based on motion vector interpolation as a replacement of the B-M based approach in the scheme under low-computation requirement, or as a complement to further improve the scheme's performance in applications having enough computation resources. Extensive experiments demonstrated that the proposal features not only better reconstruction, objectively and subjectively, than JM benchmark, but also robustness to different video sequences. 展开更多
关键词 ERROR concealment ERROR control H.264/AVC Video streaming lossy transmission
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ELECTROMAGNETIC SCATTERING FROM A LOSSY DIELECTRIC CYLINDER WITH ARBITRARY CROSS SECTION
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作者 殷红成 章文勋 《Journal of Southeast University(English Edition)》 EI CAS 1992年第2期11-17,共7页
In this paper,the electromagnetic scattering of plane wave with TM and TEpolarizations from a lossy dielectric cylinder with arbitrary cross section is analyzed andcomputed by using the boundary element method.The num... In this paper,the electromagnetic scattering of plane wave with TM and TEpolarizations from a lossy dielectric cylinder with arbitrary cross section is analyzed andcomputed by using the boundary element method.The numerical results of scattering pat-tern for a circular cylinder completely coincide with the analytical solution and that of thescattering properties in the near-or far-field region for elliptical and regular triangularcylinders are presented,which point out some valuable conclusions. 展开更多
关键词 electromagnetic SCATTERING lossy dielectric CYLINDER ARBITRARY cross SECTION
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Scaled radar cross section measurement method for lossy targets via dynamically matching reflection coefficients in THz band
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作者 Shuang Pang Yang Zeng +2 位作者 Qi Yang Bin Deng Hong-Qiang Wang 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第6期759-764,共6页
In the terahertz band,the dispersive characteristic of dielectric material is one of the major problems in the scaled radar cross section(RCS)measurement,which is inconsistent with the electrodynamics similitude deduc... In the terahertz band,the dispersive characteristic of dielectric material is one of the major problems in the scaled radar cross section(RCS)measurement,which is inconsistent with the electrodynamics similitude deducted according to the Maxwell’s equations.Based on the high-frequency estimation method of physical optics(PO),a scaled RCS measurement method for lossy objects is proposed through dynamically matching the reflection coefficients according to the distribution of the object facets.Simulations of the model of SLICY are conducted,and the inversed RCS of the lossy prototype is obtained using the proposed method.Comparing the inversed RCS with the calculated results,the validity of the proposed method is demonstrated.The proposed method provides an effective solution to the scaled RCS measurement for lossy objects in the THz band. 展开更多
关键词 scaled measurement method radar cross section lossy targets TERAHERTZ
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USE OF FINITE-DIFFERENCE TIME-DOMAIN METHOD FOR CALCULATING EM ABSORPTION IN LOSSY DIELECTRIC SCATTERER
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作者 王长清 陈金元 《Journal of Electronics(China)》 1991年第4期357-362,共6页
The problem for calculating EM energy absorption by lossy dielectric scatterer ir-radiated by plane wave are discussed.The factors affecting the accuracy of computation arediscussed.The calculated results of EM energy... The problem for calculating EM energy absorption by lossy dielectric scatterer ir-radiated by plane wave are discussed.The factors affecting the accuracy of computation arediscussed.The calculated results of EM energy absorption and its distribution in homogeneousand layered homogenous lossy dielectric spheres are presented,and a comparison of these resultswith analytical solution is given.The calculation is carried out for dielectric cylinder on conduct-ing ground as well,and the results are compared with the image theory.All the computationsshew that the finite-difference time-domain method can give satisfactory results. 展开更多
关键词 lossy DIELECTRIC SCATTERER Electromagnetic ABSORPTION FINITE-DIFFERENCE timedomain method
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CHARACTERISTICS OF CAVITY-BACKED NARROW SLOT ANTENNA IN A LOSSY MEDIUM
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作者 吴信宝 潘威炎 林为干 《Journal of Electronics(China)》 1993年第1期46-55,共10页
The characteristics of a cavity-backed using the moment method and Dyadic Green's funused to convert the double series of the elements inintegration middle value theorem and elliptic integr}the elements. Numerical... The characteristics of a cavity-backed using the moment method and Dyadic Green's funused to convert the double series of the elements inintegration middle value theorem and elliptic integr}the elements. Numerical results show the effects of tthe input impedance, which could be used in designing the Cavity-Backed Slot Antenna 展开更多
关键词 CAVITY-BACKED SLOT antenna lossy medium MOMENT method DYADIC Green’s function
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DC steady-states analysis of lossy uniform transmission lines
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作者 孙韬 《Journal of Chongqing University》 CAS 2005年第1期15-18,共4页
A method for computing DC steady-state solutions in complex frequency-domain is put forward. It starts with complex frequency-domain transmission line equations, obtains the complex expressions of voltage and current ... A method for computing DC steady-state solutions in complex frequency-domain is put forward. It starts with complex frequency-domain transmission line equations, obtains the complex expressions of voltage and current at zero initial states, and find the DC steady-state solutions of voltage and current by using the fina value theorem of Laplace transform thory. The solutions are discussed with special internal resistances of DC voltage source and loads. A case study demonstrated that the proposed method is applicable to acquiring the DC steady-state voltage waveform and current waveform without first obtaining the analytic solutions. 展开更多
关键词 lossy uniform transmission lines final value theorem DC steady-state solutions
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Lossy nodes inference based on end-to-end passive monitoring in wireless sensor networks
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作者 Yang Yu Xu Yongjun Li Xiaowei 《High Technology Letters》 EI CAS 2011年第4期388-394,共7页
This paper presents a passive monitoring mechanism, loss), nodes inference (LoNI), to identify loss), nodes in wireless sensor network using end-to-end application traffic. Given topology dynamics and bandwidth co... This paper presents a passive monitoring mechanism, loss), nodes inference (LoNI), to identify loss), nodes in wireless sensor network using end-to-end application traffic. Given topology dynamics and bandwidth constraints, a space-efficient packet marking scheme is first introduced. The scheme uses a Bloom filter as a compression tool so that path information can bc piggybacked by data packets. Based on the path information, LoNI then adopts a fast algorithm to detect lossy nodes. The algorithm formulates the inference problem as a weighted set-cover problem and solves it using a greedy approach with low complexity. Simulations show that LoNI can locate about 80% of lossy nodes when lossy nodes are rare in the network. Furthermore, LoNI performs better for the lossy nodes near the sink or with higher loss rates. 展开更多
关键词 wireless sensor networks(WSNs) performance monitoring lossy nodes Bloom filter weighted set-cover
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Negative Refraction in a Lossy Plasma Layer
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作者 彭莉 郭斌 +1 位作者 高明向 蔡欣 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第6期115-117,共3页
NeEative refraction at the interface between air and a lossy plasma layer is theoretically analyzed based on the inhomogeneous wave theory. The phenomenon of negative refraction, which arises from the negative refract... NeEative refraction at the interface between air and a lossy plasma layer is theoretically analyzed based on the inhomogeneous wave theory. The phenomenon of negative refraction, which arises from the negative refraction angle, can occur when a transverse magnetic wave is incident from air to the lossy plasma layer under certain conditions. The formula of the negative refraction angle is derived, and the dependences of the negative refraction angle on the angle of incidence, frequency of incidence, and lossy plasma layer are analytically investigated. The parameter dependences of the effects are calculated and discussed. 展开更多
关键词 TM Negative Refraction in a lossy Plasma Layer
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Calculation of Start-Oscillation-Current for Lossy Gyrotron Traveling-Wave Tube (Gyro-TWT) Using Linear Traveling-Wave Tube (TWT) Parameter Conversions
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作者 Heather H. Song 《Journal of Electromagnetic Analysis and Applications》 2013年第1期1-4,共4页
The start-oscillation-current of a gyro-TWT (gyrotron traveling-wave tube) determines the stable operating current level of the device. The amplifier is susceptible to oscillations when the operating current level is ... The start-oscillation-current of a gyro-TWT (gyrotron traveling-wave tube) determines the stable operating current level of the device. The amplifier is susceptible to oscillations when the operating current level is higher than the start-oscillation current. There are several ways of calculating the start-oscillation current, including using the linear and nonlinear theory of a gyro-TWT. In this paper, a simple way of determining the start-oscillation current of lossy gyro-TWT is introduced. The linear TWT parameters that include the effects of synchronism, loss, and gain, were converted to gyro-TWT parameters to calculate the start-oscillation-current. The dependence on magnetic field, loss, and beam alpha was investigated. Calculations were carried out for a V-band gyro-TWT for both operating and competing modes. The proposed method of calculating the start-oscillation current provides a simple and fast way to estimate the oscillation conditions and can be used for the design process of a gyro-TWT. 展开更多
关键词 Start-Oscillation-Current GYRO-TWT TWT lossy Stable Competing Mode
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New Current Mode Lossy Integrator Employing CDDITA
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作者 Kuldeep Panwar Dinesh Prasad +1 位作者 Mayank Srivastava Zainab Haseeb 《Circuits and Systems》 2018年第8期117-123,共7页
This work presents a novel current-mode (CM) lossless integrator that uses one current differencing differential input transconductance amplifier (CDDITA) and one grounded capacitor. The configuration based on single ... This work presents a novel current-mode (CM) lossless integrator that uses one current differencing differential input transconductance amplifier (CDDITA) and one grounded capacitor. The configuration based on single active element has several advantages from the aspect of monolithic integration, few are: reduced power consumption, chip miniaturization. Employment of grounded capacitor is also beneficial for monolithic integration. Specifying some of the key features of integrator proposed are: 1) purely resistorless, 2) electronically tunable, 3) current output available at the port having high impedance, and 4) excellent performance under non-ideal conditions. So, a resister-less current mode lossy integrator with electronic control employing single CDDITA has been proposed in this paper. The verification of workability of the proposed current mode integrator is well explained by the help of SPICE simulations using TSMC CMOS 0.18 μm technology node. 展开更多
关键词 Current Differencing Differential Input TRANSCONDUCTANCE AMPLIFIER lossy INTEGRATOR Electronic TUNABILITY Grounded CAPACITOR
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Adaptive Lossy Image Compression Based on Singular Value Decomposition
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作者 Marcos Roberto e Souza Helio Pedrini 《Journal of Signal and Information Processing》 2019年第3期59-72,共14页
Image compression techniques aim to reduce redundant information in order to allow data storage and transmission in an efficient way. In this work, we propose and analyze a lossy image compression method based on the ... Image compression techniques aim to reduce redundant information in order to allow data storage and transmission in an efficient way. In this work, we propose and analyze a lossy image compression method based on the singular value decomposition using an optimal choice of eigenvalues and an adaptive mechanism for block partitioning. Experiments are conducted on several images to demonstrate the effectiveness of the proposed compression method in comparison with the direct application of the singular value decomposition. 展开更多
关键词 IMAGE Compression ADAPTIVE DECOMPOSITION lossy Compression
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Timeliness optimization of unmanned aerial vehicle lossy communications for internet-of-things 被引量:2
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作者 Wensheng LIN Lixin LI +2 位作者 Yun LIU Yixuan HE Ying LIU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第6期249-255,共7页
Information freshness is a key factor for Internet-of-Things(IoT)to make appropriate decisions and operations.This paper proposes an analytical framework for evaluating the timeliness performance of the IoT system bas... Information freshness is a key factor for Internet-of-Things(IoT)to make appropriate decisions and operations.This paper proposes an analytical framework for evaluating the timeliness performance of the IoT system based on Unmanned Aerial Vehicle(UAV)lossy communications.The performance analysis consists of the outage probability analysis and the Age-of-Information(AoI)analysis with outages.To begin with,we solve a lossy coding problem formulated from the UAV communication system,and derive a closed-form expression of the outage probability based on Shannon's lossy source-channel separation theorem.Then,we characterize the Peak AoI(PAoI)for the considered system,and further minimize the PAoI by deriving the optimal rate for generating information.Moreover,we analyze the system performance through theoretical calculations and simulations.The results indicate that the optimal server utilization ratio is always no larger than 0.5.In practical applications,we can utilize the proposed analytical framework to determine the system parameters which guarantee the timeliness performance of UAV lossy communications. 展开更多
关键词 Age-of-Information Information freshness lossy communications Unmanned aerial vehicle Outage probability
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An efficient lossy link localization approach for wireless sensor networks 被引量:1
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作者 Wen-yan CUI Xiang-ru MENG +2 位作者 Bin-feng YANG Huan-huan YANG Zhi-yuan ZHAO 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2017年第5期689-707,共19页
Network fault management is crucial for a wireless sensor network(WSN) to maintain a normal running state because faults(e.g., link failures) often occur. The existing lossy link localization(LLL) approach usually inf... Network fault management is crucial for a wireless sensor network(WSN) to maintain a normal running state because faults(e.g., link failures) often occur. The existing lossy link localization(LLL) approach usually infers the most probable failed link set first, and then gives the fault hypothesis set. However, the inferred failed link set contains many possible failures that do not actually occur. That quantity of redundant information in the inferred set can pose a high computational burden on fault hypothesis inference, and consequently decreases the evaluation accuracy and increases the failure localization time. To address the issue, we propose the conditional information entropy based redundancy elimination(CIERE), a redundant lossy link elimination approach, which can eliminate most redundant information while reserving the important information. Specifically, we develop a probabilistically correlated failure model that can accurately reflect the correlation between link failures and model the nondeterministic fault propagation. Through several rounds of mathematical derivations, the LLL problem is transformed to a set-covering problem. A heuristic algorithm is proposed to deduce the failure hypothesis set. We compare the performance of the proposed approach with those of existing LLL methods in simulation and on a real WSN, and validate the efficiency and effectiveness of the proposed approach. 展开更多
关键词 lossy link localization Redundancy eliminating algorithm Set-covering Wireless sensor networks(WSNs) Network diagnosis
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