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Correction:Deep Learning-Enhanced Brain Tumor Prediction via Entropy-Coded BPSO in CIELAB Color Space
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作者 Mudassir Khalil Muhammad Imran Sharif +3 位作者 Ahmed Naeem Muhammad Umar Chaudhry Hafiz Tayyab Rauf Adham E.Ragab 《Computers, Materials & Continua》 SCIE EI 2025年第1期1461-1461,共1页
In the article“Deep Learning-Enhanced Brain Tumor Prediction via Entropy-Coded BPSO in CIELAB Color Space”by Mudassir Khalil,Muhammad Imran Sharif,Ahmed Naeem,Muhammad Umar Chaudhry,Hafiz Tayyab Rauf,Adham E.Ragab C... In the article“Deep Learning-Enhanced Brain Tumor Prediction via Entropy-Coded BPSO in CIELAB Color Space”by Mudassir Khalil,Muhammad Imran Sharif,Ahmed Naeem,Muhammad Umar Chaudhry,Hafiz Tayyab Rauf,Adham E.Ragab Computers,Materials&Continua,2023,Vol.77,No.2,pp.2031–2047.DOI:10.32604/cmc.2023.043687,URL:https://www.techscience.com/cmc/v77n2/54831,there was an error regarding the affiliation for the author Hafiz Tayyab Rauf.Instead of“Centre for Smart Systems,AI and Cybersecurity,Staffordshire University,Stoke-on-Trent,ST42DE,UK”,the affiliation should be“Independent Researcher,Bradford,BD80HS,UK”. 展开更多
关键词 Deep Code CIELAB
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Design of Serially Concatenated Two-Level Polar Coded Modulation System with Low-Complexity
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作者 Zhou Lin Liao Guojun +3 位作者 Xu Lei An Ran Xie Xianzhong Wang Xi 《China Communications》 2025年第1期102-110,共9页
Multilevel coding(MLC)is a commonly used polar coded modulation scheme,but challenging to implement in engineering due to its high complexity and long decoding delay for high-order modulations.To address these limitat... Multilevel coding(MLC)is a commonly used polar coded modulation scheme,but challenging to implement in engineering due to its high complexity and long decoding delay for high-order modulations.To address these limitations,a novel two-level serially concatenated MLC scheme,in which the bitlevels with similar reliability are bundled and transmitted together,is proposed.The proposed scheme hierarchically protects the two bit-level sets:the bitlevel sets at the higher level are sufficiently reliable and do not require excessive resources for protection,whereas only the bit-level sets at the lower level are encoded by polar codes.The proposed scheme has the advantages of low power consumption,low delay and high reliability.Moreover,an optimized constellation signal labeling rule that can enhance the performance is proposed.Finally,the superiority of the proposed scheme is validated through the theoretical analysis and simulation results.Compared with the bit interleaving coding modulation(BICM)scheme,under 256-quadrature amplitude modulation(QAM),the proposed scheme attains a performance gain of 1.0 dB while reducing the decoding complexity by 54.55%. 展开更多
关键词 bit-interleaved coded modulation high-order modulation multilevel coding polar codes
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A Neuro Metasurface Mode-Router for Fiber Mode Demultiplexing and Communications
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作者 Yu Zhao Huijiao Wang +10 位作者 Zile Li Tian Huang Chao Yang Ying Qiu Yuhan Gong Zhou Zhou Congling Liang Lei Yu Jin Tao Shaohua Yu Guoxing Zheng 《Engineering》 2025年第2期88-96,共9页
Advancements in mode-division multiplexing(MDM)techniques,aimed at surpassing the Shannon limit and augmenting transmission capacity,have garnered significant attention in optical fiber communica-tion,propelling the d... Advancements in mode-division multiplexing(MDM)techniques,aimed at surpassing the Shannon limit and augmenting transmission capacity,have garnered significant attention in optical fiber communica-tion,propelling the demand for high-quality multiplexers and demultiplexers.However,the criteria for ideal-mode multiplexers/demultiplexers,such as performance,scalability,compatibility,and ultra-compactness,have only partially been achieved using conventional bulky devices(e.g.,waveguides,grat-ings,and free space optics)—an issue that will substantially restrict the application of MDM techniques.Here,we present a neuro-meta-router(NMR)optimized through deep learning that achieves spatial multi-mode division and supports multi-channel communication,potentially offering scalability,com-patibility,and ultra-compactness.An MDM communication system based on an NMR is theoretically designed and experimentally demonstrated to enable simultaneous and independent multi-dataset transmission,showcasing a capacity of up to 100 gigabits per second(Gbps)and a symbol error rate down to the order of 104,all achieved without any compensation technologies or correlation devices.Our work presents a paradigm that merges metasurfaces,fiber communications,and deep learning,with potential applications in intelligent metasurface-aided optical interconnection,as well as all-optical pat-tern recognition and classification. 展开更多
关键词 Metasurfaces Deep learning Mode-division multiplexing Fiber communication
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Coded Distributed Computing for System with Stragglers
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作者 Xu Jiasheng Kang Huquan +5 位作者 Zhang Haonan Fu Luoyi Long Fei Cao Xinde Wang Xinbing Zhou Chenghu 《China Communications》 2025年第8期298-313,共16页
Distributed computing is an important topic in the field of wireless communications and networking,and its high efficiency in handling large amounts of data is particularly noteworthy.Although distributed computing be... Distributed computing is an important topic in the field of wireless communications and networking,and its high efficiency in handling large amounts of data is particularly noteworthy.Although distributed computing benefits from its ability of processing data in parallel,the communication burden between different servers is incurred,thereby the computation process is detained.Recent researches have applied coding in distributed computing to reduce the communication burden,where repetitive computation is utilized to enable multicast opportunities so that the same coded information can be reused across different servers.To handle the computation tasks in practical heterogeneous systems,we propose a novel coding scheme to effectively mitigate the "straggling effect" in distributed computing.We assume that there are two types of servers in the system and the only difference between them is their computational capabilities,the servers with lower computational capabilities are called stragglers.Given any ratio of fast servers to slow servers and any gap of computational capabilities between them,we achieve approximately the same computation time for both fast and slow servers by assigning different amounts of computation tasks to them,thus reducing the overall computation time.Furthermore,we investigate the informationtheoretic lower bound of the inter-communication load and show that the lower bound is within a constant multiplicative gap to the upper bound achieved by our scheme.Various simulations also validate the effectiveness of the proposed scheme. 展开更多
关键词 coded computation communication load distributed computing straggling effect
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Mask-coding-assisted continuous-variable quantum direct communication with orbital angular momentum multiplexing
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作者 Zhengwen Cao Yujie Wang +2 位作者 Geng Chai Xinlei Chen Yuan Lu 《Chinese Physics B》 2025年第2期64-72,共9页
Quantum secure direct communication(QSDC) is a communication method based on quantum mechanics and it is used to transmit secret messages. Unlike quantum key distribution, secret messages can be transmitted directly o... Quantum secure direct communication(QSDC) is a communication method based on quantum mechanics and it is used to transmit secret messages. Unlike quantum key distribution, secret messages can be transmitted directly on a quantum channel with QSDC. Higher channel capacity and noise suppression capabilities are key to achieving longdistance quantum communication. Here, we report a continuous-variable QSDC scheme based on mask-coding and orbital angular momentum, in which the mask-coding is employed to protect the security of the transmitting messages and to suppress the influence of excess noise. The combination of orbital angular momentum and information block transmission effectively improves the secrecy capacity. In the 800 information blocks ×1310 bits length 10-km experiment, the results show a statistical average bit error rate of 0.38%, a system excess noise value of 0.0184 SNU, and a final secrecy capacity of 6.319×10~6 bps. Therefore, this scheme reduces error bits while increasing secrecy capacity, providing a solution for long-distance large-scale quantum communication, which is capable of transmitting text, images and other information of reasonable size. 展开更多
关键词 continuous-variable quantum direct communication orbital angular momentum mask coding
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Mobile blue-light communication over a signal optical path using a time-division multiplexing scheme
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作者 Pengzhan Liu Linning Wang +6 位作者 Jiayao Zhou Xinijie Mo Yingze Liang Jiahao Gou Ziqian Qi Ziping Cao Yongjin Wang 《Journal of Semiconductors》 2025年第3期82-88,共7页
Multiple quantum well(MQW) Ⅲ-nitride diodes that can simultaneously emit and detect light feature an overlapping region between their electroluminescence and responsivity spectra, which allows them to be simultaneous... Multiple quantum well(MQW) Ⅲ-nitride diodes that can simultaneously emit and detect light feature an overlapping region between their electroluminescence and responsivity spectra, which allows them to be simultaneously used as both a transmitter and a receiver in a wireless light communication system. Here, we demonstrate a mobile light communication system using a time-division multiplexing(TDM) scheme to achieve bidirectional data transmission via the same optical channel.Two identical blue MQW diodes are defined by software as a transmitter or a receiver. To address the light alignment issue, an image identification module integrated with a gimbal stabilizer is used to automatically detect the locations of moving targets;thus, underwater audio communication is realized via a mobile blue-light TDM communication mode. This approach not only uses a single link but also integrates mobile nodes in a practical network. 展开更多
关键词 multiple quantum well diodes electroluminescence and responsivity spectra overlap mobile light communication system time-division multiplexing scheme
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Hybrid DF and SIR Forwarding Strategy in Conventional and Distributed Alamouti Space-Time Coded Cooperative Networks
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作者 Slim Chaoui Omar Alruwaili +1 位作者 Faeiz Alserhani Haifa Harrouch 《Computer Modeling in Engineering & Sciences》 2025年第2期1933-1954,共22页
In this paper,we propose a hybrid decode-and-forward and soft information relaying(HDFSIR)strategy to mitigate error propagation in coded cooperative communications.In the HDFSIR approach,the relay operates in decode-... In this paper,we propose a hybrid decode-and-forward and soft information relaying(HDFSIR)strategy to mitigate error propagation in coded cooperative communications.In the HDFSIR approach,the relay operates in decode-and-forward(DF)mode when it successfully decodes the received message;otherwise,it switches to soft information relaying(SIR)mode.The benefits of the DF and SIR forwarding strategies are combined to achieve better performance than deploying the DF or SIR strategy alone.Closed-form expressions for the outage probability and symbol error rate(SER)are derived for coded cooperative communication with HDFSIR and energy-harvesting relays.Additionally,we introduce a novel normalized log-likelihood-ratio based soft estimation symbol(NL-SES)mapping technique,which enhances soft symbol accuracy for higher-order modulation,and propose a model characterizing the relationship between the estimated complex soft symbol and the actual high-order modulated symbol.Further-more,the hybrid DF-SIR strategy is extended to a distributed Alamouti space-time-coded cooperative network.To evaluate the~performance of the proposed HDFSIR strategy,we implement extensive Monte Carlo simulations under varying channel conditions.Results demonstrate significant improvements with the hybrid technique outperforming individual DF and SIR strategies in both conventional and distributed Alamouti space-time coded cooperative networks.Moreover,at a SER of 10^(-3),the proposed NL-SES mapping demonstrated a 3.5 dB performance gain over the conventional averaging one,highlighting its superior accuracy in estimating soft symbols for quadrature phase-shift keying modulation. 展开更多
关键词 Cooperative communication soft information relaying soft symbols modeling cooperative diversity gain distributed Alamouti space-time code
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Design of Protograph LDPC-Coded MIMO-VLC Systems with Generalized Spatial Modulation 被引量:4
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作者 Dai Lin Fang Yi +1 位作者 Guan Yongliang Mohsen Guizani 《China Communications》 SCIE CSCD 2024年第3期118-136,共19页
This paper investigates the bit-interleaved coded generalized spatial modulation(BICGSM) with iterative decoding(BICGSM-ID) for multiple-input multiple-output(MIMO) visible light communications(VLC). In the BICGSM-ID ... This paper investigates the bit-interleaved coded generalized spatial modulation(BICGSM) with iterative decoding(BICGSM-ID) for multiple-input multiple-output(MIMO) visible light communications(VLC). In the BICGSM-ID scheme, the information bits conveyed by the signal-domain(SiD) symbols and the spatial-domain(SpD) light emitting diode(LED)-index patterns are coded by a protograph low-density parity-check(P-LDPC) code. Specifically, we propose a signal-domain symbol expanding and re-allocating(SSER) method for constructing a type of novel generalized spatial modulation(GSM) constellations, referred to as SSERGSM constellations, so as to boost the performance of the BICGSM-ID MIMO-VLC systems.Moreover, by applying a modified PEXIT(MPEXIT) algorithm, we further design a family of rate-compatible P-LDPC codes, referred to as enhanced accumulate-repeat-accumulate(EARA) codes,which possess both excellent decoding thresholds and linear-minimum-distance-growth property. Both analysis and simulation results illustrate that the proposed SSERGSM constellations and P-LDPC codes can remarkably improve the convergence and decoding performance of MIMO-VLC systems. Therefore, the proposed P-LDPC-coded SSERGSM-mapped BICGSMID configuration is envisioned as a promising transmission solution to satisfy the high-throughput requirement of MIMO-VLC applications. 展开更多
关键词 bit-interleaved coded modulation generalized spatial modulation multiple-input multipleoutput protograph LDPC codes visible light communication
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Pragmatic Physical Layer Abstraction Method Based on Bit-LLR-Wise Exponential Effective SNR Mapping for Bit Interleaved Coded Orthogonal Frequency Division Multiplexing System 被引量:1
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作者 李孟实 俞晖 +1 位作者 罗汉文 徐友云 《Journal of Shanghai Jiaotong university(Science)》 EI 2014年第2期173-180,共8页
In this paper, we analyze the physical layer abstraction for bit interleaved coded orthogonal frequency division multiplexing(BIC-OFDM) system from a parallel bit channel perspective. By combining the exponential effe... In this paper, we analyze the physical layer abstraction for bit interleaved coded orthogonal frequency division multiplexing(BIC-OFDM) system from a parallel bit channel perspective. By combining the exponential effective SNR(signal-to-noise ratio) mapping(EESM) with the maximum a posteriori(MAP) algorithm, a bit LLR(log-likelihood ratio) wise EESM(BL-EESM) method is proposed. This method can abstract the link performance with high accuracy, especially for the case when channel estimation is imperfect. Afterward, the BL-EESM method is simplified by utilizing the non-linear quantization idea, which can reduce the times of exponential operation by two orders of magnitude at wide system bandwidth, yet shows little loss in accuracy. Our proposal can be applied to both system level simulations to save the time consumption and to practical terminals to facilitate the adaptive modulation and coding(AMC) procedure, bringing about throughput improvement at low hardware cost. 展开更多
关键词 physical layer abstraction parallel bit channel signal-to-noise ratio (SNR) exponential effective SNR mapping (EESM) adaptive modulation and coding (AMC) quantization
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Variational Learned Talking-Head Semantic Coded Transmission System 被引量:1
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作者 Yue Weijie Si Zhongwei 《China Communications》 SCIE CSCD 2024年第7期37-49,共13页
Video transmission requires considerable bandwidth,and current widely employed schemes prove inadequate when confronted with scenes featuring prominently.Motivated by the strides in talkinghead generative technology,t... Video transmission requires considerable bandwidth,and current widely employed schemes prove inadequate when confronted with scenes featuring prominently.Motivated by the strides in talkinghead generative technology,the paper introduces a semantic transmission system tailored for talking-head videos.The system captures semantic information from talking-head video and faithfully reconstructs source video at the receiver,only one-shot reference frame and compact semantic features are required for the entire transmission.Specifically,we analyze video semantics in the pixel domain frame-by-frame and jointly process multi-frame semantic information to seamlessly incorporate spatial and temporal information.Variational modeling is utilized to evaluate the diversity of importance among group semantics,thereby guiding bandwidth resource allocation for semantics to enhance system efficiency.The whole endto-end system is modeled as an optimization problem and equivalent to acquiring optimal rate-distortion performance.We evaluate our system on both reference frame and video transmission,experimental results demonstrate that our system can improve the efficiency and robustness of communications.Compared to the classical approaches,our system can save over 90%of bandwidth when user perception is close. 展开更多
关键词 semantic communications source-channel coding talking-head transmission variational modeling
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Layered Coded Cache Placement and Cooperative Delivery with Sharing Links in Satellite-Terrestrial Integrated Networks 被引量:1
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作者 Gu Shushi Chen Zihan +2 位作者 Wu Yaonan Zhang Qinyu Wang Ye 《China Communications》 SCIE CSCD 2024年第3期217-229,共13页
Cooperative utilization of multidimensional resources including cache, power and spectrum in satellite-terrestrial integrated networks(STINs) can provide a feasible approach for massive streaming media content deliver... Cooperative utilization of multidimensional resources including cache, power and spectrum in satellite-terrestrial integrated networks(STINs) can provide a feasible approach for massive streaming media content delivery over the seamless global coverage area. However, the on-board supportable resources of a single satellite are extremely limited and lack of interaction with others. In this paper, we design a network model with two-layered cache deployment, i.e., satellite layer and ground base station layer, and two types of sharing links, i.e., terrestrial-satellite sharing(TSS) links and inter-satellite sharing(ISS) links, to enhance the capability of cooperative delivery over STINs. Thus, we use rateless codes for the content divided-packet transmission, and derive the total energy efficiency(EE) in the whole transmission procedure, which is defined as the ratio of traffic offloading and energy consumption. We formulate two optimization problems about maximizing EE in different sharing scenarios(only TSS and TSS-ISS),and propose two optimized algorithms to obtain the optimal content placement matrixes, respectively.Simulation results demonstrate that, enabling sharing links with optimized cache placement have more than 2 times improvement of EE performance than other traditional placement schemes. Particularly, TSS-ISS schemes have the higher EE performance than only TSS schemes under the conditions of enough number of satellites and smaller inter-satellite distances. 展开更多
关键词 coded content placement cooperative delivery energy efficiency sharing links STINs
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Secure optical interconnects using orbital angular momentum beams multiplexing/multicasting 被引量:2
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作者 Yifan Zhao Jun Liu +8 位作者 Shuhui Li Andong Wang Long Zhu Yan Luo Shi Chen Nan Zhou Shuang Zheng Jing Du Jian Wang 《Advanced Photonics Nexus》 2024年第1期26-35,共10页
Orbital angular momentum(OAM),described by an azimuthal phase term expej lθT,has unbound orthogonal states with different topological charges l.Therefore,with the explosive growth of global communication capacity,esp... Orbital angular momentum(OAM),described by an azimuthal phase term expej lθT,has unbound orthogonal states with different topological charges l.Therefore,with the explosive growth of global communication capacity,especially for short-distance optical interconnects,light-carrying OAM has proved its great potential to improve transmission capacity and spectral efficiency in the space-division multiplexing system due to its orthogonality,security,and compatibility with other techniques.Meanwhile,100-m freespace optical interconnects become an alternative solution for the“last mile”problem and provide interbuilding communication.We experimentally demonstrate a 260-m secure optical interconnect using OAM multiplexing and 16-ary quadrature amplitude modulation(16-QAM)signals.We study the beam wandering,power fluctuation,channel cross talk,bit-error-rate performance,and link security.Additionally,we also investigate the link performance for 1-to-9 multicasting at the range of 260 m.Considering that the power distribution may be affected by atmospheric turbulence,we introduce an offline feedback process to make it flexibly controllable. 展开更多
关键词 orbital angular momentum free-space optical interconnects security space-division multiplexing MULTICASTING
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Combining Polarization-Division Multiplexing and Ferromagnetic Nonreciprocity to Achieve In-Band Ultra-High Isolation for Full-Duplex Wireless Systems
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作者 Amir Afshani Ke Wu 《Engineering》 SCIE EI CAS CSCD 2024年第9期179-187,共9页
The in-band full-duplex(IBFD)wireless system is a promising candidate for 6G and beyond,as it can double data throughput and enormously lower transmission latency by supporting simultaneous in-band transmission and re... The in-band full-duplex(IBFD)wireless system is a promising candidate for 6G and beyond,as it can double data throughput and enormously lower transmission latency by supporting simultaneous in-band transmission and reception of signals.Enabling IBFD systems requires a substantial mitigation of a transmitter(Tx)’s strong self-interference(SI)signal into the receiver(Rx)channel.However,current state-ofthe-art approaches to tackle this challenge are inefficient in terms of performance,cost,and complexity,hindering the commercialization of IBFD techniques.In this work,we devise and demonstrate an innovative approach to realize IBFD systems that exhibit superior performance with a low-cost and lesscomplex architecture in an all-passive module.Our scheme is based on meticulously combining polarization-division multiplexing(PDM)with ferromagnetic nonreciprocity to achieve ultra-high isolation between Tx and Rx channels.Such an unprecedented conception has become feasible thanks to a concurrent dual-mode circulator—a new component introduced for the first time—as a key feature of our module,and a dual-mode waveguide that transforms two orthogonally polarized waves into two orthogonal waveguide modes.In addition,we propose a unique passive tunable secondary SI cancellation(SIC)mechanism,which is embedded within the proposed module and boosts the isolation over a relatively broad bandwidth.We report,solely in the analog domain,experimental isolation levels of 50,70,and 80 dB over 340,101,and 33 MHz bandwidth at the center frequency of interest,respectively,with excellent tuning capability.Furthermore,the module is tested in two real IBFD scenarios to assess its performance in connection with Tx-to-Rx leakage and modulation error in the presence of a Tx’s strong interference signal. 展开更多
关键词 In-band full-duplex transceiver 6G Polarization-division multiplexing Dual-mode nonreciprocity
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Reconfigurable mechanism-based metamaterials for ternary-coded elastic wave polarizers and programmable refraction control
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作者 Zhou HU Zhibo WEI +1 位作者 Yan CHEN Rui ZHU 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2024年第7期1225-1242,共18页
Elastic metamaterials with unusual elastic properties offer unprecedented ways to modulate the polarization and propagation of elastic waves.However,most of them rely on the resonant structural components,and thus are... Elastic metamaterials with unusual elastic properties offer unprecedented ways to modulate the polarization and propagation of elastic waves.However,most of them rely on the resonant structural components,and thus are frequency-dependent and unchangeable.Here,we present a reconfigurable 2D mechanism-based metamaterial which possesses transformable and frequency-independent elastic properties.Based on the proposed mechanism-based metamaterial,interesting functionalities,such as ternarycoded elastic wave polarizer and programmable refraction,are demonstrated.Particularly,unique ternary-coded polarizers,with 1-trit polarization filtering and 2-trit polarization separating of longitudinal and transverse waves,are first achieved.Then,the strong anisotropy of the proposed metamaterial is harnessed to realize positive-negative bi-refraction,only-positive refraction,and only-negative refraction.Finally,the wave functions with detailed microstructures are numerically verified. 展开更多
关键词 elastic metamaterial elastic wave reconfigurable design zero mode ternary code programmable refraction
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Downlink network-coded multiple access with diverse power
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作者 Bohao Cao Zheng Xiang +2 位作者 Peng Ren Qiao Li Baoyi Xu 《Digital Communications and Networks》 SCIE CSCD 2024年第4期956-964,共9页
Normally,in the downlink Network-Coded Multiple Access(NCMA)system,the same power is allocated to different users.However,equal power allocation is unsuitable for some scenarios,such as when user devices have differen... Normally,in the downlink Network-Coded Multiple Access(NCMA)system,the same power is allocated to different users.However,equal power allocation is unsuitable for some scenarios,such as when user devices have different Quality of Service(QoS)requirements.Hence,we study the power allocation in the downlink NCMA system in this paper,and propose a downlink Network-Coded Multiple Access with Diverse Power(NCMA-DP),wherein different amounts of power are allocated to different users.In terms of the Bit Error Rate(BER)of the multi-user decoder,and the number of packets required to correctly decode the message,the performance of the user with more allocated power is greatly improved compared to the Conventional NCMA(NCMA-C).Meanwhile,the performance of the user with less allocated power is still much better than NCMA-C.Furthermore,the overall throughput of NCMA-DP is greatly improved compared to that of NCMA-C.The simulation results demonstrate the remarkable performance of the proposed NCMA-DP. 展开更多
关键词 Network-coded multiple access Physical-layer network coding Multi-user decoder Power allocation Throughput Downlink network
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基于差异性隔离和复用的网络切片无线资源分配方案 被引量:4
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作者 孙君 霭振宇 《通信学报》 北大核心 2025年第3期109-121,共13页
为研究网络切片无线资源复用,同时考虑复用、隔离和优先级三者之间的权衡问题,提出了一种基于差异性隔离和复用的网络切片无线资源分配方案。在现有文献成果基础上,重新定义复用增益和隔离因子2个参数,以复用增益和隔离因子构建加权和函... 为研究网络切片无线资源复用,同时考虑复用、隔离和优先级三者之间的权衡问题,提出了一种基于差异性隔离和复用的网络切片无线资源分配方案。在现有文献成果基础上,重新定义复用增益和隔离因子2个参数,以复用增益和隔离因子构建加权和函数,并引入切片优先级。为求解优化问题设计了复用隔离优先级无线接入(MIPWA)算法,该算法基于改进的遗传算法(GA),引入矩阵编码、轮盘赌选择和最优保留方法来解决问题。结果表明,MIPWA算法使切片1、切片2和切片3的隔离性能分别提高了66.37%、52.73%和21.16%,复用增益仅损失了5.82%、3.86%和3.50%。与仅考虑隔离的算法相比,复用增益分别提高了65.35%、52.74%和22.81%,隔离增益仅损失了2.85%、3.85%和1.86%。以复用增益为例,3个切片下MIPWA算法的优化结果要比传统GA分别高出5.07%、1.81%和1.4%。 展开更多
关键词 网络切片 资源分配 无线资源隔离 无线资源复用 矩阵编码
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基于DQN生成对抗样本的JavaScript恶意代码检测模型 被引量:1
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作者 苏庆 温炜亮 +2 位作者 林佳锐 黄剑锋 谢国波 《计算机应用与软件》 北大核心 2025年第3期332-340,共9页
针对基于深度学习的JavaScript恶意代码检测模型抗攻击能力较弱的问题,提出一个基于DQN(Deep Q-Learning Network)生成对抗样本的JavaScript恶意代码检测组合模型DQN-CNN。利用CNN对数据集进行训练,得到初始判别器origin_CNN。将DQN作... 针对基于深度学习的JavaScript恶意代码检测模型抗攻击能力较弱的问题,提出一个基于DQN(Deep Q-Learning Network)生成对抗样本的JavaScript恶意代码检测组合模型DQN-CNN。利用CNN对数据集进行训练,得到初始判别器origin_CNN。将DQN作为生成器,两者组成DQN-origin_CNN对抗模型进行训练。在训练过程中DQN通过代码混淆动作,生成origin_CNN的对抗样本。接着将对抗样本加入数据集,对origin_CNN持续进行迭代训练,获得最终判别器retrain_CNN。实验结果表明,retrain_CNN与DQN组成新的对抗模型DQN-retrain_CNN生成对抗样本成功率显著下降,从45.7%下降为21.5%,证明最终生成的判别器retrain_CNN的抗攻击能力得到了显著提升。 展开更多
关键词 深度强化学习 代码混淆 灰度图 JAVASCRIPT代码 对抗攻击
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门诊药房实施药品追溯码管理的实践与分析 被引量:4
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作者 廖丽文 王钰琦 +4 位作者 王玉紫 陈康 黎曙霞 唐可京 杨威 《中国药房》 北大核心 2025年第7期858-862,共5页
目的探索药品追溯码管理模式在门诊药房工作流程中的优化路径,为提升药学服务效率提供实践依据。方法以中山大学附属第一医院门诊药房为研究对象,通过信息系统架构升级(包括医院信息系统与追溯平台对接)、流程优化(入库-配药-发药三环... 目的探索药品追溯码管理模式在门诊药房工作流程中的优化路径,为提升药学服务效率提供实践依据。方法以中山大学附属第一医院门诊药房为研究对象,通过信息系统架构升级(包括医院信息系统与追溯平台对接)、流程优化(入库-配药-发药三环节重组)与双模式追溯数据采集机制设计(配药端主采集/发药端辅采集),构建药品全流程追溯体系。基于2024年9月医保数据与业务时效指标,对比分析追溯码管理模式实施前后的运行效能差异。结果实施药品追溯码管理后,在数据采集层面模式一(发药环节采集)上传记录26144条,模式三(入库环节采集,入库即销售模式)上传443061条,总计上传达469205条;在时效层面,门诊药房平均配药时间由28.74 s增至43.37 s(增幅51%),但通过动态人力调配,患者平均取药时间仅从8.04 min延长至8.67 min(增幅8%)。结论药品追溯码管理可通过“系统重构-流程再造-人机协同”三位一体策略落地实施,其核心在于利用信息化技术(如双模式数据采集机制)对冲人工操作耗时增量,在满足国家实现追溯码监管要求的同时维持服务效率是可行的。 展开更多
关键词 门诊药房 药品追溯码 信息系统 流程优化
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Multidimensional multiplexing holography based on optical orbital angular momentum lattice multiplexing
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作者 Tian Xia Zhenwei Xie Xiaocong Yuan 《Advanced Photonics Nexus》 2024年第1期36-42,共7页
The use of orbital angular momentum(OAM)as an independent dimension for information encryption has garnered considerable attention.However,the multiplexing capacity of OAM is limited,and there is a need for additional... The use of orbital angular momentum(OAM)as an independent dimension for information encryption has garnered considerable attention.However,the multiplexing capacity of OAM is limited,and there is a need for additional dimensions to enhance storage capabilities.We propose and implement orbital angular momentum lattice(OAML)multiplexed holography.The vortex lattice(VL)beam comprises three adjustable parameters:the rotation angle of the VL,the angle between the wave normal and the z axis,which determines the VL’s dimensions,and the topological charge.Both the rotation angle and the VL’s dimensions serve as supplementary encrypted dimensions,contributing azimuthally and radially,respectively.We investigate the mode selectivity of OAML and focus on the aforementioned parameters.Through experimental validation,we demonstrate the practical feasibility of OAML multiplexed holography across multiple dimensions.This groundbreaking development reveals new possibilities for the advancement of practical information encryption systems. 展开更多
关键词 orbital angular momentum lattice multiplexed holography vortex lattice beam information encryption
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耐药基因blaNDM、mcr-1和cfr三重TaqMan qPCR检测方法的建立及应用 被引量:1
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作者 杨威 于海航 +7 位作者 王芸萌 王珏 韩昱 胡晓悦 谌志伟 卢军霞 高英 张宁 《中国兽医学报》 北大核心 2025年第2期243-248,273,共7页
为实现同时检测blaNDM、mcr-1和cfr 3种耐药基因的方法。通过构建质粒标准品、对引物及探针设计和优化反应体系及条件,成功建立blaNDM、mcr-1和cfr三重荧光定量PCR检测方法。该方法能特异性地检出blaNDM、mcr-1和cfr,而对其他耐药基因... 为实现同时检测blaNDM、mcr-1和cfr 3种耐药基因的方法。通过构建质粒标准品、对引物及探针设计和优化反应体系及条件,成功建立blaNDM、mcr-1和cfr三重荧光定量PCR检测方法。该方法能特异性地检出blaNDM、mcr-1和cfr,而对其他耐药基因均不能检出;3个耐药基因标准曲线的相关系数(R2)均大于0.999,变异系数(Cv)均低于1%;质粒标准品最低检出限值均为10^(2) copies/μL。使用建立的方法对800份细菌样本进行检测,结果显示,含耐药基因mcr-1样本32份、只含耐药基因blaNDM样本40份、只含耐药基因cfr样本2份;同时含有耐药基因mcr-1和blaNDM的样本8份,未检出同时携带3种耐药基因的细菌样本。以上结果证实,本研究建立的三重荧光定量PCR方法具有灵敏性高、特异性强及稳定性好的优点,适用于临床上快速检测blaNDM、mcr-1和cfr 3种耐药基因,为细菌多重耐药基因的检测和控制提供技术支持。 展开更多
关键词 blaNDM mcr-1 CFR 耐药基因 多重荧光定量PCR
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