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Alignment-optimised coaxial visible-NIR-II dual-channel surgical navigation system and its clinical application in blood-supply assessment
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作者 ZHANG Yu-Huang LIU Xiao-Long +3 位作者 SUN Si-Ying FAN Xiao-Xiao LIN Hui QIAN Jun 《红外与毫米波学报》 北大核心 2025年第5期663-670,共8页
Fluorescence imaging in the second near-infrared window(NIR-II,900-1880 nm)offers high signalto-background ratio(SBR),enhanced definition,and superior tissue penetration,making it ideal for real-time surgical navigati... Fluorescence imaging in the second near-infrared window(NIR-II,900-1880 nm)offers high signalto-background ratio(SBR),enhanced definition,and superior tissue penetration,making it ideal for real-time surgical navigation.However,with single-channel imaging,surgeons must frequently switch between the surgi⁃cal field and the NIR-II images on the monitor.To address this,a coaxial dual-channel imaging system that com⁃bines visible light and 1100 nm longpass(1100LP)fluorescence was developed.The system features a custom⁃ized coaxial dual-channel lens with optimized distortion,achieving precise alignment with an error of less than±0.15 mm.Additionally,the shared focusing mechanism simplifies operation.Using FDA-approved indocya⁃nine green(ICG),the system was successfully applied in dual-channel guided rat lymph node excision,and blood supply assessment of reconstructed human flap.This approach enhances surgical precision,improves opera⁃tional efficiency,and provides a valuable reference for further clinical translation of NIR-II fluorescence imaging. 展开更多
关键词 NIR-II dual-channel fluorescence imaging surgical navigation COAXIAL
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Complexity dynamics analysis of a dual-channel green supply chain with government intervention and cap-and-trade regulation
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作者 Yuhao Zhang Lin Huang Man Yang 《Chinese Physics B》 2025年第7期212-229,共18页
This paper studies a dual-channel green supply chain consisting of one manufacturer and one retailer in presence of government green subsidy and cap-and-trade regulation policies.We first develop and analyze a single-... This paper studies a dual-channel green supply chain consisting of one manufacturer and one retailer in presence of government green subsidy and cap-and-trade regulation policies.We first develop and analyze a single-period Stackelberg and a multi-period dynamic Stackelberg game models respectively with consistent pricing strategy.Subsequently,we extend these two game models by utilizing an inconsistent pricing strategy.The optimal solutions for the single-period Stackelberg game models in both scenarios are derived by means of the backward induction approach.Moreover,the existence and local asymptotic stability of the equilibrium points of the multi-period dynamic Stackelberg game models are examined,and the complex dynamics of chain members'long-term strategy evolution are investigated through chaos theory and numerical simulation.Additionally,the variable feedback control and time-delay feedback control method are utilized to eliminate system chaos respectively.The results indicate that(i)The excessive fast adjustment speeds by the manufacturer have a destabilizing effect on the stability of the Nash equilibrium point.(ii)The manufacturer's profits are improved with green subsidy degree increases,while its impact on the retailer's profits depends on certain parameter conditions,and the high carbon trading price is disadvantage to both chain members.(iii)The system's motion can transition from a steady state to a chaotic period through period-doubling or Neimark–Sacker bifurcations.(iv)The system's steady state is conducive to the manufacturer,while the retailer can benefit from the system's periodic cycles.Furthermore,both chain members'profits are declined when the system becomes chaotic.Lastly,the variable feedback and time-delay feedback control method can effectively eliminate system chaos. 展开更多
关键词 dual-channel green subsidy CAP-AND-TRADE Stackelberg game bifurcation and chaos
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Dual-Channel Attention Deep Bidirectional Long Short Term Memory for Enhanced Malware Detection and Risk Mitigation
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作者 Madini O.Alassafi Syed Hamid Hasan 《Computer Modeling in Engineering & Sciences》 2025年第8期2627-2645,共19页
Over the past few years,Malware attacks have become more and more widespread,posing threats to digital assets throughout the world.Although numerous methods have been developed to detect malicious attacks,these malwar... Over the past few years,Malware attacks have become more and more widespread,posing threats to digital assets throughout the world.Although numerous methods have been developed to detect malicious attacks,these malware detection techniques need to be more efficient in detecting new and progressively sophisticated variants of malware.Therefore,the development of more advanced and accurate techniques is necessary for malware detection.This paper introduces a comprehensive Dual-Channel Attention Deep Bidirectional Long Short-Term Memory(DCADBiLSTM)model for malware detection and riskmitigation.The Dual Channel Attention(DCA)mechanism improves themodel’s capability to concentrate on the features that aremost appropriate in the input data,which reduces the false favourable rates.The Bidirectional Long,Short-Term Memory framework helps capture crucial interdependence from past and future circumstances,which is essential for enhancing the model’s understanding of malware behaviour.As soon as malware is detected,the risk mitigation phase is implemented,which evaluates the severity of each threat and helps mitigate threats earlier.The outcomes of the method demonstrate better accuracy of 98.96%,which outperforms traditional models.It indicates the method detects and mitigates several kinds of malware threats,thereby providing a proactive defence mechanism against the emerging challenges in cybersecurity. 展开更多
关键词 CYBERSECURITY risk mitigation malware detection bidirectional long short-termmemory dual-channel attention
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Dual-channel MOF enabling high-flux Li^(+)conduction and in situ LiI-rich SEI for high-performance solid-state lithium metal batteries
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作者 Xingxing Zhang Weihao Shi +9 位作者 Qingmei Su Zemin He Liming Wang Xinglong Deng Dequn Zhao Rui Yan Jinqi Chen Hongli Chen Zongcheng Miao Wenhuan Huang 《Journal of Energy Chemistry》 2025年第12期756-766,I0018,共12页
Solid-state lithium metal batteries(SSLMBs)face critical challenges from dendrite growth and unstable interfaces.While composite polymer electrolytes(CPEs)offer promise,poor ionic conductivity(<10^(-5)S cm^(-1)),lo... Solid-state lithium metal batteries(SSLMBs)face critical challenges from dendrite growth and unstable interfaces.While composite polymer electrolytes(CPEs)offer promise,poor ionic conductivity(<10^(-5)S cm^(-1)),low Li^(+)transference numbers(t_(Li^(+))<0.5),and inadequate interfacial stability limit practical application.Herein,we design a dual-channel metal-organic framework(MOF)-based CPEs that simultaneously regulate ion transport and construct a high-conductivity interphase.This MOF features two distinct channels.The one imposes spatial confinement(0.57 nm in pore size)to suppress anion migration(TFSI-),while the other facilitates immobilizing TFSI^(-)through iodine-mediated nucleophilic substitution.More importantly,the liberated I^(-)reacts with Li^(+)to in situ generate lithium iodide(LiI)-enhanced solid-electrolyte interphase(SEI),replacing insulating LiF-rich counterparts.This Lil-SEI exhibits superior ionic conductivity and homogenizes Li^(+)flux to suppress dendrites.Integrated into a poly(vinylidene fluoride)-cohexafluoropropylene(PVDF-HFP)matrix,the MOF CPE achieves exceptional ionic conductivity(2.13×10^(-4)S cm^(-1))and a high t_(Li^(+))of 0.95(25℃).Density functional theory and molecular dynamics calculations verify ion-regulation mechanisms.As a result,LiFePO_(4)//Li cells retain 94.99%capacity after 800 cycles(1 C),while NCM811//Li cells demonstrate sustained stability over 200 cycles.This work provides valuable insights into the design of multifunctional MOF ionic conductors for highperformance SSLMBs. 展开更多
关键词 Solid-state lithium metal batteries Composite solid electrolyte dual-channel metal–organic framework In situ generated lithium iodide(LiI)SEI
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Altruism and Pricing Strategy in Dual-Channel Supply Chains 被引量:24
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作者 Kuiran Shi Feng Jiang Qi Ouyang 《American Journal of Operations Research》 2013年第4期402-412,共11页
With the development of behavioral operational management, human behavior such as altruism, fairness and trust has received considerable attention. This paper studies the effect of altruism on retailer’s and manufact... With the development of behavioral operational management, human behavior such as altruism, fairness and trust has received considerable attention. This paper studies the effect of altruism on retailer’s and manufacturer’s pricing strategy in two classic dual-channel supply chains by presenting Stackelberg game models. The analysis shows that the player’s altruism preference strongly affects their pricing strategies. The more altruistic one player is, the more profits the other player obtains. Moreover, the effect of manufacturer’s altruistic preference is larger than that of retailer’s. In addition, online price is always lower than offline price in dual-channel supply chain, which still holds true considering altruism. The results also reveal that the product web-fit has significant effect on the player’s optimal pricing strategies. The more compatible with online market the product is, the lower the retail price is set, and the more profit the manufacturer obtains whereas the less the retailer gets. 展开更多
关键词 ALTRUISM dual-channel Supply CHAIN PRICING Strategy PRODUCT Web-Fit
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Robust dual-channel correlation algorithm for complex weak target detection with wideband radar 被引量:2
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作者 DAI Yan LIU Dan +2 位作者 LI Chuanming WEI Shaopeng HU Qingrong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2023年第5期1130-1146,共17页
In the scene of wideband radar,due to the spread of target scattering points,the attitude and angle of view of the target constantly change in the process of moving.It is difficult to predict,and the actual echo of mu... In the scene of wideband radar,due to the spread of target scattering points,the attitude and angle of view of the target constantly change in the process of moving.It is difficult to predict,and the actual echo of multiple scattered points is not fully matched with the transmitted signal.Therefore,it is challenging for the traditional matching filter method to achieve a complete matching effect in wideband echo detection.In addition,the energy dispersion of complex target echoes is still a problem in radar target detection under broadband conditions.Therefore,this paper proposes a wideband target detection method based on dualchannel correlation processing of range-extended targets.This method fully uses the spatial distribution characteristics of target scattering points of echo signal and the matching characteristics of the dual-channel point extension function itself.The radial accumulation of wideband target echo signal in the complex domain is realized through the adaptive correlation processing of a dual-channel echo signal.The accu-mulation effect of high matching degree is achieved to improve the detection probability and the performance of wideband detection.Finally,electromagnetic simulation experiments and measured data verify that the proposed method has the advan-tages of high signal to noise ratio(SNR)gain and high detection probability under low SNR conditions. 展开更多
关键词 wideband radar target detection dual-channel cor-relation
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Dual-Channel Communication of Column Plasma Antenna Excited by a Surface Wave——Actualization and Simulation of Radiation Pattern 被引量:3
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作者 端木刚 赵长明 +1 位作者 梁超 徐跃民 《Plasma Science and Technology》 SCIE EI CAS CSCD 2015年第1期37-40,共4页
Along with the introduction of the concept of dual-channel communication,we utilized the finite-difference time-domain(FDTD) method to simulate and measure the radiation pattern under certain plasma densities and pl... Along with the introduction of the concept of dual-channel communication,we utilized the finite-difference time-domain(FDTD) method to simulate and measure the radiation pattern under certain plasma densities and plasma collision frequencies.Results show that under certain settings,the radiation pattern of a plasma antenna resembles that of a metallic antenna.In contrast to a metallic antenna,a plasma antenna possesses other functionalities,such as dynamic reconfiguration and digital controllability.The data from simulation are similar to the measurement results,indicating that column plasma antenna can realize dual-channel communication.This work confirms the viability of realizing dual-channel communication by column plasma antenna,which adds a new but promising method for modern intelligent communication. 展开更多
关键词 plasma antenna radiation pattern FDTD simulation dual-channel communication
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Dual-channel fiber-optic surface plasmon resonance sensor with cascaded coaxial dual-waveguide D-type structure and microsphere structure 被引量:1
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作者 李玲玲 魏勇 +4 位作者 刘春兰 任卓 周爱 刘志海 张羽 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第2期201-208,共8页
To address the restriction of fiber-optic surface plasmon resonance(SPR) sensors in the field of multi-sample detection, a novel dual-channel fiber-optic SPR sensor based on the cascade of coaxial dual-waveguide D-typ... To address the restriction of fiber-optic surface plasmon resonance(SPR) sensors in the field of multi-sample detection, a novel dual-channel fiber-optic SPR sensor based on the cascade of coaxial dual-waveguide D-type structure and microsphere structure is proposed in this paper. The fiber sidepolishing technique converts the coaxial dual-waveguide fiber into a D-type one, and the evanescent wave in the ring core leaks, generating a D-type sensing region;the fiber optic fused ball push technology converts the coaxial dual waveguides into microspheres, and the stimulated cladding mode evanescent wave leaks, producing the microsphere sensing region. By injecting light into the coaxial dual-waveguide middle core alone, the sensor can realize single-stage sensing in the microsphere sensing area;it can also realize dual-channel sensing in the D-type sensing area and microsphere sensing area by injecting light into the ring core. The refractive index measurement ranges for the two channels are 1.333–1.365 and 1.375–1.405, respectively, with detection sensitivities of 981.56 nm/RIU and 4138 nm/RIU. The sensor combines wavelength division multiplexing and space division multiplexing technologies, presenting a novel research concept for multi-channel fiber SPR sensors. 展开更多
关键词 coaxial dual-waveguide optical fiber D structure optical fiber microsphere structure dual-channel fiber-optic surface plasmon resonance(SPR)sensor
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Consumer Choice, Firm Performance and Channel Coordination in a Dual-Channel Distribution System 被引量:1
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作者 Wei Song Renwen Wang +1 位作者 Yelin Fu Xiaobao Peng 《American Journal of Operations Research》 2014年第4期217-227,共11页
The expanding role of the Internet in consumer purchasing activities has created substantial new opportunities accessing to end-consumers. More and more manufacturers are beginning to sell products to potential consum... The expanding role of the Internet in consumer purchasing activities has created substantial new opportunities accessing to end-consumers. More and more manufacturers are beginning to sell products to potential consumers directly online while continuing to sell through the traditional brick-and-mortar retailers, a phenomenon leading to intense channel competition and conflicts. Using game theory, this research examines the effect of market segments, consumer choice and the acceptance of direct online channels on firm performance and the whole system’s profit. The analysis indicates that the addition of direct online channel does not necessarily harm the incumbent retailers. A win-win zone is proposed, in which both the manufacturer and the retailer benefit from the encroachment. 展开更多
关键词 dual-channel ENCROACHMENT CONSUMER Choice WIN-WIN Zone Game Theory Channel Coordination
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Designing cost-effective network-on-chip by dual-channel access mechanism
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作者 Shijun Lin Jianghong Shi Huihuang Chen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第4期557-564,共8页
A dual-channel access mechanism to overcome the drawback of traditional single-channel access mechanism for network-on-chip (NoC) is proposed. In traditional single-channel access mechanism, every Internet protocol ... A dual-channel access mechanism to overcome the drawback of traditional single-channel access mechanism for network-on-chip (NoC) is proposed. In traditional single-channel access mechanism, every Internet protocol (IP) has only one chan- nel to access the on-chip network. When the network is relatively idle, the injection rate is too small to make good use of the network resource. When the network is relatively busy, the ejection rate is so small that the packets in the network cannot leave immediately, and thus the probability of congestion is increased. In the dual-channel access mechanism, the injection rate of IP and the ejection rate of the network are increased by using two optional channels in network interface (NI) and local port of routers. Therefore, the communication performance is improved. Experimental results show that compared with traditional single-channel access mechanism, the proposed scheme greatly increases the throughput and cuts down the average latency with reasonable area increase. 展开更多
关键词 network-on-chip (NoC) system-on-chip (SoC) singlechannel access dual-channel access.
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Dual-channel redox reactions for photocatalytic H_(2)-evolution coupled with photoreforming oxidation of waste materials
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作者 Huan Liu Shaoxiong He +4 位作者 Jiafu Qu Yahui Cai Xiaogang Yang Chang Ming Li Jundie Hu 《Chinese Journal of Catalysis》 SCIE CAS CSCD 2024年第10期1-39,共39页
Dual-channel redox reaction system is advantageous for photocatalytic hydrogen(H_(2))production when coupled with photoreforming oxidation of waste materials,benefiting both thermodynamically and kinetically.However,e... Dual-channel redox reaction system is advantageous for photocatalytic hydrogen(H_(2))production when coupled with photoreforming oxidation of waste materials,benefiting both thermodynamically and kinetically.However,existing reviews primarily focus on specific oxidation reactions,such as oxidative organic synthesis and water remediation,often neglecting recent advancements in plastic upgrading,biomass conversion,and H_(2)O_(2)production,and failing to provide an in-depth discussion of catalytic mechanisms.This review addresses these gaps by offering a comprehensive overview of recent advancements in dual-channel redox reactions for photocatalytic H_(2)-evolution and waste photoreforming.It highlights waste-to-wealth design concepts,examines the challenges,advantages and diverse applications of dual-channel photocatalytic reactions,including photoreforming of biomass,alcohol,amine,plastic waste,organic pollutants,and H_(2)O_(2)production.Emphasizing improvement strategies and exploration of catalytic mechanisms,it includes advanced in-situ characterization,spin capture experiments,and DFT calculations.By identifying challenges and future directions in this field,this review provides valuable insights for designing innovative dual-channel photocatalytic systems. 展开更多
关键词 PHOTOCATALYSIS dual-channel Hydrogen evolution Photoreforming oxidation In situ characterization
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Research on Alliance Decision of Dual-Channel Remanufacturing Supply Chain Considering Bidirectional Free-Riding and Cost-Sharing
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作者 Lina Dong Yeming Dai 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第9期2913-2956,共44页
This study delves into the formation dynamics of alliances within a closed-loop supply chain(CLSC)that encom-passes a manufacturer,a retailer,and an e-commerce platform.It leverages Stackelberg game for this explorati... This study delves into the formation dynamics of alliances within a closed-loop supply chain(CLSC)that encom-passes a manufacturer,a retailer,and an e-commerce platform.It leverages Stackelberg game for this exploration,contrasting the equilibrium outcomes of a non-alliance model with those of three differentiated alliance models.The non-alliance model acts as a crucial benchmark,enabling the evaluation of the motivations for various supply chain entities to engage in alliance formations.Our analysis is centered on identifying the most effective alliance strategies and establishing a coordination within these partnerships.We thoroughly investigate the consequences of diverse alliance behaviors,bidirectional free-riding and cost-sharing,and the resultant effects on the optimal decision-making among supply chain actors.The findings underscore several pivotal insights:(1)The behavior of alliances within the supply chain exerts variable impacts on the optimal pricing and demand of its members.In comparison to the non-alliance(D)model,the manufacturer-retailer(MR)and manufacturer-e-commerce platform(ME)alliances significantly lower both offline and online resale prices for new and remanufactured goods.This adjustment leads to an enhanced demand for products via the MR alliance’s offline outlets and the ME alliance’s online platforms,thereby augmenting the profits for those within the alliance.Conversely,retailer-e-commerce platform(ER)alliance tends to increase the optimal retail price and demand across both online and offline channels.Under specific conditions,alliance behavior can also increase the profits of non-alliance members,and the profits derived through alliance channels also exceed those from non-alliance channels.(2)The prevalence of bidirectional free-riding behavior largely remains constant across different alliance configurations.Across these models,bidirectional free-riding typically elevates the equilibrium prices in offline channel while negatively affecting the equilibrium prices in other channel.(3)The effect of cost-sharing shows relative uniformity across the various alliance models.Across all configurations,cost-sharing tends to reduce the manufacturer’s profits.Nonetheless,alliances initiated by the manufacturer can counteract these negative impacts,providing a strategic pathway to bolster CLSC profitability. 展开更多
关键词 dual-channel remanufacturing supply chain ALLIANCE remanufactured products bidirectional free-riding cost-sharing
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Numerical Simulation of Dual-Channel Communication of Column Plasma Antenna Excited by a Surface Wave
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作者 端木刚 赵长 +1 位作者 梁超 徐跃民 《Plasma Science and Technology》 SCIE EI CAS CSCD 2014年第11期1059-1062,共4页
This paper focuses on the application of plasma as wireless antenna. In order to reveal the radiation characteristics of column plasma antenna, we chose the finite-difference time- domain (FDTD) numerical analysis m... This paper focuses on the application of plasma as wireless antenna. In order to reveal the radiation characteristics of column plasma antenna, we chose the finite-difference time- domain (FDTD) numerical analysis method to simulate radiation impedance and efficiencies of each channel for a few sets of plasma densities and plasma collision frequencies. Simulation results demonstrate that a plasma antenna shares similar characteristics with a metallic antenna in radiation impedance and efficiency of each channel when an appropriate setting is adopted. Unlike a metallic antenna, a plasma antenna is capable of realizing such functions as dynamic reconfiguration, digital control and dual-channel communication. Thus it is possible to carry out dual-channel communication by plasma antenna, indicating a new path for modern intelligent communication. 展开更多
关键词 plasma antenna dual-channel communication FDTD simulation
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Asymmetric Dual-Channel MAC Protocol for Multihop Mobile Ad Hoc Networks
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作者 Liu Kai Wang Dongdong +1 位作者 Liu Feng Wang Xin 《China Communications》 SCIE CSCD 2012年第8期52-63,共12页
In order to resolve the hidden and exposed terminal problems and improve the probability of concurrent packet transmissions for multihop Mobile Ad Hoc Networks (MANETs), a novel slotted Asyrmaetric Dual-Channel Medi... In order to resolve the hidden and exposed terminal problems and improve the probability of concurrent packet transmissions for multihop Mobile Ad Hoc Networks (MANETs), a novel slotted Asyrmaetric Dual-Channel Medium Access Control (ADC-MAC) protocol is proposed. It exploits sirmltaneous reservation with less collisions and conision-flee data packet transmissions, and achieves optimal transmission balance on the Control Channel (CCH) and Data Channel (DCH) by adjusting the relationship between Reservation Slot (RS) on the CCH and the data packet Transmission Slot (TS) on the DCH. Transmission interferences can be avoided by only observing CCH for the transmission time of a data packet. The proposed RS and contention micro-slot backoff mechanisms also greatly improve channel access efficiency. Simulation results show that compared to IFEE 802. 11 DCF and -Mc protocols, the proposed protocol can achieve a throughput gain of 88% in singlehop networks and 151% in nltihop networks at the same total data rate. 展开更多
关键词 mobile ad hoc networks medium access control asyrrcnetric dual-channel RESERVATION collision avoidance nltichannel hidden and exposed terminal problerm
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A Dual-Channel Secure Transmission Scheme for Internet-Based Networked Control Systems
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作者 田德振 戴亚平 +1 位作者 胡敬炉 平泽宏太郎 《Journal of Beijing Institute of Technology》 EI CAS 2010年第2期183-190,共8页
Two significant issues in Internet-based networked control systems ( INCSs), transport performance of different protocols and security breach from Internet side, are investigated. First, for improving the performanc... Two significant issues in Internet-based networked control systems ( INCSs), transport performance of different protocols and security breach from Internet side, are investigated. First, for improving the performance of data transmission, user datagram protocol (UDP) is adopted as the main stand for controllers and plants using INCSs. Second, a dual-channel secure transmission scheme (DCSTS)based on data transmission characteristics of INCSs is proposed, in which a raw UDP channel and a secure TCP (transmission control protocol) connection making use of SSL/TLS (secure sockets layer/transport layer security) are included. Further, a networked control protocol (NCP) at application layer for supporting DCSTS between the controllers and plants in INCSs is designed, and it also aims at providing a universal communication mechanism for interoperability of devices among the networked control laboratories in Beijing Institute of Technology of China, Central South University of China and Tokyo University of Technology of Japan. By means of a networked single-degree-of-free- dom robot arm, an INCS under the new protocol and security environment is created. Compared with systems such as IPSec or SSL/TLS, which may cause more than 91% network throughput deduction, the new DCSTS protocol may yield results ten times better, being just 5.67%. 展开更多
关键词 Internet-based networked control system (INCS) networked control protocol(NCP) dual-channel secure transmission scheme(DCSTS)
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Experimental Study of Flow Field at the Outlet of Dual-Channel Burner
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作者 YaoBin WangHanfeng +1 位作者 ZengHancai JiaoQingfeng 《Electricity》 2005年第2期38-41,共4页
This paper presents an experimental study result of flow field of a dual-channel burner. In order to solve the ubiquitous problem of bad rigidity of jets in dual-channel burners, wedges with different arrangements and... This paper presents an experimental study result of flow field of a dual-channel burner. In order to solve the ubiquitous problem of bad rigidity of jets in dual-channel burners, wedges with different arrangements and structural parameters were added to different positions at the outlet of the burners. Laser Particle Image Velocimetry (PIV) was used in this study to measure the flow field to investigate influence of the wedges on flow field of the dual-channel burner. Experimental study shows that fixing wedges at both right and left sides of the burner's outlet can increase the intensity of recirculadon without changing the size of the recirculation zone and enhance the rigidity of jets via increasing speed of the two primary air jets at the outlet. 展开更多
关键词 BURNER dual-channel PIV WEDGE flow field
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Dual-channel representation learning with wind speed correction factor for enhanced wind power forecasting
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作者 Yanbo Chen Qintao Du +3 位作者 Tuben Qiang Liangcheng Cheng Yongkang She Zhi Zhang 《Energy and AI》 2025年第4期994-1004,共11页
Wind power forecasting(WPF)accuracy is fundamentally constrained by two critical challenges.First,the high-order nonlinear relationship between wind speed(WS)and power(WP)substantially amplifies errors inherent in num... Wind power forecasting(WPF)accuracy is fundamentally constrained by two critical challenges.First,the high-order nonlinear relationship between wind speed(WS)and power(WP)substantially amplifies errors inherent in numerical weather prediction(NWP)data.Second,conventional models process all input features uniformly,failing to distinguish the dominant role of the primary driving feature from the complementary roles of auxiliary features.To decouple and address these challenges,this paper proposes a novel forecasting method(CFRM-DCM)that integrates a Correction Factor Representation Model(CFRM)and a Dual-Channel Mechanism(DCM).The CFRM is first employed to address the NWP error.It describes the complex correlation and forecasting error between measured WS and NWP WS as correction factors.A generative adversarial network(GAN)is then utilized to learn the distribution of these factors and output a corrected,more accurate WS.This corrected data is then fed into the DCM,a dual-branch architecture designed to enhance complex feature extraction,overcoming the limitations of traditional single-channel structures.The proposed method is validated on four wind farms.Simulation results demonstrate that the CFRM-DCM method achieves significant improvements in WPF accuracy,with error reductions ranging from 3.9%to 9.4%across ultra-short-term and short-term timescales.This enhanced WPF performance is directly attributed to the model’s ability to first improve WS accuracy,with gains of 8.8%,7.6%,8.3%,and 8.8%for the respective farms. 展开更多
关键词 Wind power forecasting Wind speed correction factor dual-channel mechanism Generative adversarial network
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基于双分支-交叉注意力融合的风电齿轮箱故障诊断方法
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作者 孙抗 李腾飞 +2 位作者 王浩 杨明 赵来军 《电力系统保护与控制》 北大核心 2026年第1期83-93,共11页
针对风电齿轮箱故障诊断数据存在时序性和单通道模型难以有效提取复合故障特征信息的问题,提出一种基于改进正交卷积胶囊网络(orthogonal convolutional capsule network,OCCN)和双向长短期记忆神经网络(bi-directional long short-term... 针对风电齿轮箱故障诊断数据存在时序性和单通道模型难以有效提取复合故障特征信息的问题,提出一种基于改进正交卷积胶囊网络(orthogonal convolutional capsule network,OCCN)和双向长短期记忆神经网络(bi-directional long short-term memory,BiLSTM)融合的故障诊断方法。首先,对原始信号进行预处理。其次,将经过预处理操作后的信号输入构建的OCCN-BiLSTM双通道模型中,分别提取复合故障特征的空间特征、时域特征。最后将提取的时空特征通过交叉注意力机制进行特征融合,输入到全连接层中进行信号的分类,实现风电齿轮箱智能故障诊断。试验结果表明,所提诊断方法可有效实现风电齿轮箱智能故障诊断,其在测试集上的准确率达到99.53%。 展开更多
关键词 故障诊断 胶囊网络 并行双通道 特征融合 风电齿轮箱
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对比学习引导的双通道自适应融合网络多视图聚类方法
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作者 周丽娟 刘子源 +1 位作者 许鑫航 张志鸿 《小型微型计算机系统》 北大核心 2026年第1期229-239,共11页
近年来,图卷积网络在多视图聚类中表现突出,但其侧重节点间结构信息建模,而属性信息仅通过简单的线性变换进行更新,限制了模型对节点属性信息的学习能力.为此,本文提出了对比学习引导的双通道自适应融合网络多视图聚类方法.首先,结合自... 近年来,图卷积网络在多视图聚类中表现突出,但其侧重节点间结构信息建模,而属性信息仅通过简单的线性变换进行更新,限制了模型对节点属性信息的学习能力.为此,本文提出了对比学习引导的双通道自适应融合网络多视图聚类方法.首先,结合自编码器与图自编码器构建双通道网络,分别编码节点属性和结构信息,并设计通道自适应融合模块,利用注意力机制自适应融合不同通道网络在同一神经网络层中学习的属性与结构信息,以及不同神经网络层间的嵌入表示,以获得每个视图的嵌入表示.在此基础上,进一步利用注意力机制对多个视图的嵌入表示进行加权融合获得全局嵌入表示.最后,通过跨视图对比损失与自监督聚类损失迭代优化全局嵌入表示,强化视图间一致性信息学习,并生成了面向聚类任务的高质量嵌入表示.在3个公开数据集和3个来自郑州商品交易所的期货数据集上进行的实验表明,该方法在聚类任务中表现优异. 展开更多
关键词 多视图聚类 自编码器 图自编码器 双通道网络
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考虑产能约束与风险规避的零售商主导双渠道供应链决策研究
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作者 骆正清 康仁杰 许如月 《物流科技》 2026年第1期117-122,共6页
以一个产能约束制造商和一个零售商组成的两阶段双渠道供应链为对象,研究了零售商占主导地位且考虑制造商风险规避时,随机需求下的供应链成员的决策与协调问题。构建供应链成员在集中决策和分散决策两种情形下的决策模型,并比较分析两... 以一个产能约束制造商和一个零售商组成的两阶段双渠道供应链为对象,研究了零售商占主导地位且考虑制造商风险规避时,随机需求下的供应链成员的决策与协调问题。构建供应链成员在集中决策和分散决策两种情形下的决策模型,并比较分析两种情形下产能约束、风险规避系数对供应链决策影响。研究结果表明:(1)两种决策情形下,成员定价结果均与制造商风险规避系数呈负相关。(2)集中决策下产能对于供应链整体收益的边际效应大于风险规避的边际效应。(3)集中决策下消费者偏好对供应链整体收益起促进作用。(4)集中决策下供应链为抵抗风险提升产能的幅度大于分散决策,且提升幅度仅与随机需求相关,而分散决策下产能提升幅度还与交叉价格弹性系数和线上渠道份额相关。 展开更多
关键词 双渠道供应链 产能约束 风险规避 零售商主导 STACKELBERG博弈
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