Behavior Anomaly Detection Based on Multi-modal Feature Fusion and Its Application in English Teaching by Lei Kan, Man Wang

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A Hybrid Genetic Algorithm with Tabu Search Using a Layered Process for High-Order QAM in MIMO Detection by Taehyoung Kim, Gyuyeol Kong

“…In addition, a layered detection process is applied simultaneously with the proposed algorithm, which not only improves the bit error rate performance but also reduces the computational complexity. …”
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Nanosensor Data Processor in Quantum-Dot Cellular Automata by Fenghui Yao, Mohamed Saleh Zein-Sabatto, Guifeng Shao, Mohammad Bodruzzaman, Mohan Malkani

“…This paper describes the design of a 4-bit multifunction nanosensor data processor (NSDP). …”
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Optimal active defense decision model of wireless communication network under APT attack by Meng MENG, Danni WANG, Jun LYU, Fuliang ZHANG

“…The optimal active defense decision can ensure the security and stability of wireless communication networks.In order to improve the defense effectiveness of wireless communication networks, an optimal active defense decision model for wireless communication networks under APT attacks was proposed.Wireless communication network logs were associated, a set of APT attack objects were constructed, the absolute compatibility of APT attack events was calculated through feedback compatibility coefficients, and APT attack behaviors were predicted.Based on the channel bandwidth of APT attack sources on wireless communication networks, the location of the wireless communication network being attacked by APT was obtained, and the weight coefficients of wireless communication network nodes were used to extract the APT attack characteristics of the wireless communication network.Using the attack and defense diagram, the degree of damage caused by APT attacks to wireless communication networks was calculated.By defining the security status of wireless communication networks, an optimal active defense decision model for wireless communication networks was constructed.The experimental results show that the proposed model can increase the packet rejection rate and throughput of attack packets to over 90% and 16 000 bit/s respectively when defending against APT attacks in wireless communication networks, with lower time delay and better defense effectiveness.…”
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Impossible differential cryptanalysis of Saturnin algorithm by Zilong JIANG, Chenhui JIN

“…A lightweight block cipher, Saturnin, is an AES-like algorithm.In a resource-constrained environment, Saturnin can also provide high security.The impossible differential analysis on Saturnin was proposed.First, based on the structure of Saturnin, the sufficient condition of 3.5-round impossible differential distinguisher of Saturnin was presented and proved, and 2^70.1truncated impossible differential distinguishers could be quickly constructed by utilizing the sufficient condition.Then, from the constructed 2^70.1distinguishers, the 64 distinguishers could be picked out pointedly and classified into four types.Four attack trails could be obtained by appending two rounds before the four types of distinguishers.These four attack trails had the same plaintext structure and a number of common subkey bits.With the help of these two properties, the complexity of the attack scheme could be reduced.Combined with the analysis technologies such as early abort, present the 5.5-round impossible differential attack scheme with 2^176.88chosen plaintexts, 2^143.88 256-bit blocks, and 2^176.915.5-round encryption.As so far, this is the known attack scheme for Saturnin against impossible differential attack.…”
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Flexible Microwave Tag System Based on DGS Multiple Resonators by Seok-Jae Lee, Jongsik Lim, Dal Ahn, Sang-Min Han

“…The resonator implemented on the rear side of a transmission line has the advantages of excellent band notch characteristics as well as bit-error avoidance from the frequency selective reflection. …”
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Robust predictive framework for diabetes classification using optimized machine learning on imbalanced datasets by Inam Abousaber, Haitham F. Abdallah, Hany El-Ghaish

“…The framework integrates feature engineering and resampling strategies to enhance predictive accuracy.ResultsRigorous testing was conducted on three datasets—PIMA, Diabetes Dataset 2019, and BIT_2019—demonstrating the robustness and adaptability of the methodology across varying data environments.DiscussionThe experimental results highlight the critical role of model selection and imbalance mitigation in achieving reliable and generalizable diabetes predictions. …”
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Compensation of orbital-angular-momentum multiplexed communication system with wavefront correction by Li ZOU, Le WANG, Shi-bing ZHANG, Sheng-mei ZHAO

“…It was shown that the quality of free-space optical communication system using OAM(orbital angular momentum)multiplexing was inevitably degraded by AT(atmospheric turbulence).A wavefront phase correction based on Gerchberg-Saxton algorithm to mitigate the wave front phase distortion of the OAM-multiplexed system transmitting through AT was proposed.The simulation results show that the crosstalk caused by AT decreases by using the proposed scheme.When the refractive index structure constant of AT <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML"> <msubsup> <mi>C</mi> <mi>n</mi> <mn>2</mn> </msubsup> </math></inline-formula> is lower than<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML"> <mn>2</mn><mo>＆#x00D7;</mo><msup> <mn>10</mn> <mrow> <mo>＆#x2212;</mo><mn>15</mn></mrow> </msup> <msup> <mi>m</mi> <mrow> <mo>＆#x2212;</mo><mfrac> <mn>2</mn> <mn>3</mn> </mfrac> </mrow> </msup> </math></inline-formula> ,the BER(bit error rate)performance is decreased by two or three orders of magnitude with the proposed scheme.…”
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Design of OFDM-IM system based on IRS-assisted by Mengmeng ZHAO, Liming HE, Fangfang LIU

“…Index modulation (IM) and intelligent reflecting surface (IRS) are emerging mobile communication technologies.In order to improve the reliability of traditional orthogonal frequency division multiplexing (OFDM) system, an orthogonal frequency division multiplexing with index modulation (OFDM-IM) system based on IRS-assisted was designed.Firstly, the OFDM-IM system was designed by using spatial modulation and frequency domain modulation to increase the Euclidean distance between subcarriers.Then, by establishing an equivalent circuit model, a practical IRS model was obtained.Finally, an alternating optimization algorithm was used to optimize the active transmission power of the access point (AP) and passive beamforming of the IRS jointly.The simulation results show that compared to the benchmark scheme, the symbol error rate (SER) or bit error rate (BER) of the OFDM-IM system based on IRS-assisted can be reduced by 60%～90%.Especially in the case of high signal-to-noise ratio, the SER or BER of the system can reach 1.0×10^-6, which indicates that the introduction of IM and IRS technologies has optimized the link transmission quality of end-to-end communication system.In addition, based on the IRS-assisted OFDM-IM system as the standard, simulations are conducted to demonstrate the impact of various parameters from the IRS model and IM.It concludes that the parameters in the system should be selected reasonably according to channel state information (CSI).…”
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A Novel SLM Scheme for PAPR Reduction in OFDM Systems by Tian-Ming Ma, Yu-Song Shi, Ying-Guan Wang

“…Orthogonal frequency-division multiplexing (OFDM) is an attractive transmission technique for high-bit-rate communication systems. One major drawback of OFDM is the high peak-to-average power ratio (PAPR) of the transmitter's output signal. …”
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High-Density Physical Random Number Generator Using Spin Signals in Multidomain Ferromagnetic Layer by Sungwoo Chun, Seung-Beck Lee, Masahiko Hara, Wanjun Park, Song-Ju Kim

“…RNG demonstrations are performed at room temperature. The randomness of the bit sequences generated by the proposed RNG is verified using the FIPS 140-2 statistical test suite provided by the NIST. …”
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Low-Complexity Data-Driven Communication Neural Receivers by Qingle Wu, Yuanhui Liang, Benjamin K. Ng, Chan-Tong Lam, and Yan Ma

“…Through compression, the storage resources required by the communication neural receiver are reduced by about half with bit error rate (BER) performance degradation of only 0.75dB to 1.3dB.…”
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Application research of distribution network based on quantum secure communication and 5G hard-slicing private network by Zhongping WU, Lujie WANG, Jianuo XU, Yanbo WANG, Liwei ZHANG

“…With its significant advantages of ultra-low latency, ultra-high bandwidth, and ultra-large-scale connection, 5G technology effectively compensates for the shortcomings of traditional optical fiber communication in the distribution network field, and provides a new network communication method for power distribution applications.However, the information security issues brought by the applications of 5G technology have appeared gradually.Based on this, a distribution network application scheme based on quantum secure communication and 5G hard-slicing private network was proposed.An end-to-end 5G hard-slicing private network for distribution network services was customized, and ensuring data transmission security by quantum secure communication technology.And this scheme has been deployed and verified in the actual distribution service network scenario, and the results showed that the average delay of 5G hard-slicing private network was 16.89 ms, the download sending and receiving rates were 380 Mbit/s and 371 Mbit/s, respectively, the upload sending and receiving rates were 31.2 Mbit/s and 30 Mbit/s, which meets the communication requirements of distribution network applications.Based on quantum secure communication technology, the quantum bit error rate was 0.75%, and the transmitted data can be encrypted and decrypted smoothly, which verified the feasibility of quantum secure communication and 5G hard-slicing technology in the distribution network.…”
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An encryption algorithm for multiple medical images based on a novel chaotic system and an odd-even separation strategy by Chunyun Xu, Yubao Shang, Yongwei Yang, Chengye Zou

“…Secondly, we integrate all medical images through horizontal concatenation, forming a comprehensive large-scale image, upon which we implement a synchronized bit-level permutation-diffusion encryption mechanism. …”
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Computation of the scintillation index and BER of super Lorentz Gaussian laser beam in a slant propagation at atmospheric turbulence by Hussein Thary Khamees, Sameer Algburi, Hussein E. Kotb

“…Modern free-space communication systems require a comprehensive analysis of how atmospheric turbulence impacts the scintillation index and the bit-error rate (BER). In this paper, we model the laser light with Super Lorentz Gaussian Beams (SLGBs) intensity distribution slant propagation between the transmitter and receiver planes. …”
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Quantum memory at nonzero temperature in a thermodynamically trivial system by Yifan Hong, Jinkang Guo, Andrew Lucas

“…A paradigmatic example is the classical two-dimensional Ising model: a Metropolis-style Gibbs sampler retains the sign of the initial magnetization (a logical bit) for thermodynamically long times in the low-temperature phase. …”
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General Improvements of Heuristic Algorithms for Low Complexity DOA Estimation by Haihua Chen, Haoran Li, Mingyang Yang, Changbo Xiang, Masakiyo Suzuki

“…As a result, the computational complexity is still a bit high, which prevents the application of these super-resolution techniques in real systems. …”
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A Low Complexity Near-Optimal Detector Based on Teaching-Learning Algorithm for Massive MIMO by Hamid Amiriara, Mohammadreza Zahabi

“…The proposed TLBO detector, in a limited time, achieves a bit error rate (BER) 10^(-5) in the average signal-to-noise ratio of 12 dB, which is approximately equal to the optimal detector performance, and maximum likelihood. …”
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Quality of experience provisioned mobile streaming protocol for the hyper-connected Internet of Things devices over the heterogeneous wireless access networks by Min Ho Park, Jun Kyun Choi, JungYul Choi

“…The proposed protocol can dynamically adjust streaming bit rate according to the network condition and also maintain fixed quantity of buffered audio–video data for the stable quality of experience level. …”
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Superfield Approach to Nilpotency and Absolute Anticommutativity of Conserved Charges: 2D Non-Abelian 1-Form Gauge Theory by S. Kumar, B. Chauhan, R. P. Malik

“…In addition, we dwell a bit on the derivation of the above fermionic (nilpotent) symmetries by applying the AVSA to BRST formalism, where only the (anti)chiral superfields are used.…”
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