Statistical modeling based fast rate estimation algorithm for VVC by Wei QI, Haibing YIN, Hongkui WANG, Xiaofeng HUANG, Weihong NIU

“…To reduce the coding complexity of the rate-distortion optimization process of the latest video coding standard versatile video coding (VVC), a fast rate estimation model based on statistical modeling was proposed.Firstly, the quantization behavior in dependent quantization (DQ) and the context dependency in entropy coding were fully considered.Features that could describe context state transition in the coding process were proposed to estimate rate of some synatax elements in a TU preliminarily.Secondly, coefficient chaos and sparsity features were proposed to distinguish the influence of coefficient distribution difference on the rate cost based on the coefficient distribution characteristics which built a TU level rate model.Finally, large-size transform unit (TU) and small-size TU was modeling respectively according to the rate composition character to achieve more accurate rate estimation.A large number of parameters were trained by regression model through statistical methods, and the final linear rate model was obtained which was applied to the mode decision.Experimental results show that the proposed algorithm can achieve 16.289% complexity reduction with 1.567% BD-BR increase for RA configuration.…”
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A microscopic image stitching algorithm with improved energy function by WANG Jiang’an, LIANG Wenqian, HUANG Le, QIN Linzhen

“…Addressing the challenge of traditional optimal suture algorithms in effectively eradicating splicing seams after fusing microscopic images, an image fusion optimization algorithm based on the optimal suture was proposed. …”
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Bloom filter–based efficient broadcast algorithm for the Internet of things by Anum Talpur, Faisal K Shaikh, Thomas Newe, Adil A Sheikh, Emad Felemban, Abdelmajid Khelil

“…The simulation results show that parallel broadcasting among different clusters and the use of a bloom filter can achieve a reduction in broadcast overhead from hundreds to ones and tens, when compared with a conventional non-bloom-based broadcast algorithm and a bloom-based algorithm. In addition, it helps to reduce energy usage evenly throughout the network, 1/100 times, when compared with conventional broadcast (non-bloom-based) and, 1/10 times, when compared with bloom-based broadcast. …”
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CUSE-TD Algorithm for Precision Detection of Coherent and Uncorrelated Signals by Rohini Dakulagi, Ravi Raushan, Soham Dutta, Mohammed Theeb Alosaimi, Miguel Villagomez-Galindo

Subjects: “…CUSE-TD algorithm…”
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Slot-predicting based ALOHA algorithm for RFID anti-collision by LI Meng, QIAN Zhi-hong, ZHANG Xu, WANG Yi-jun

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KMOBPSO-Based High Reliability Controller Placement Algorithm in SDN by Jingting Xu, Hua Qu, Jihong Zhao

“…N+1 redundancy backup model was applied to controller placement problem in SDN in order to solve single node failure problem and to improve system reliability with taking system cost and latency into consideration，and the problem was abstracted as a multi-objective optimization problem. Meanwhile，an algorithm called KMOBPSO was proposed to calculate the result of high-reliability controller placement in SDN merged with K-means clustering algorithm and genetic operators. …”
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Distributed robust RLS estimation algorithm over sensor networks by Kaikai KANG, Zhaoting LIU, Yingbiao YAO

“…A distributed RLS estimation algorithm based on node cooperation and robustness was proposed. …”
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Correlation-Based Task Scheduling Algorithm in Wireless Sensor Network by Fangfang Yan, Yue Shi, Wei Wei

“…There are some shortages of static scheduling algorithm（SCP）while scheduling tasks in wireless sensor network.A scheduling clustered tree was proposed，and a new clustering algorithm（ICS）based on task duplication was put forward. …”
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Switch competing migration algorithm based on process optimization in SDN by Tao HU, Jian-hui ZHANG, Wei-gong KONG, Sen YANG, Lu-jia CAO

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Enhanced zebra optimization algorithm and applications of power allocation in SDWN by LI Jiajia, DONG Ligang, JIANG Xian

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Retracted: Font Design in Visual Communication Design of Genetic Algorithm by Emergency Medicine International

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Backoff algorithm in MAC layer for wireless multimedia sensor networks by LI Rui-fang, LUO Juan, LI Ren-fa

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Efficient implementation scheme of SM4 algorithm based on FPGA by ZHANG Hongke, YUAN Haonan, DING Wenxiu, YAN Zheng, LI Bin, LIANG Dong

Subjects: “…SM4 algorithm…”
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A Sparsity Adaptive Algorithm for Wideband Compressive Spectrum Sensing by Zhijin Zhao, Junwei Hu

“…To solve the problem, a sparsity adaptive algorithm for wideband spectrum sensing was proposed. …”
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A Global Optimization Algorithm for Signomial Geometric Programming Problem by Xue-Ping Hou, Pei-Ping Shen, Yong-Qiang Chen

“…This paper presents a global optimization algorithm for solving the signomial geometric programming (SGP) problem. …”
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An Adaptive Parallel Arithmetic Optimization Algorithm for Robot Path Planning by Ruo-Bin Wang, Wei-Feng Wang, Lin Xu, Jeng-Shyang Pan, Shu-Chuan Chu

“…Comparisons with other popular algorithms on 18 benchmark functions are committed. …”
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An Entropy-Based Multiobjective Evolutionary Algorithm with an Enhanced Elite Mechanism by Yufang Qin, Junzhong Ji, Chunnian Liu

“…Multi-objective evolutionary algorithm (MOEA) has proved to be one of the most efficient algorithms solving the multi-objective optimization. …”
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Noisy voice detection algorithm based on feature stream fusion by Hua LONG, Mingliang YANG, Yubin SHAO

“…Aiming at the problem that the initial detection performance of voice segment was poor,and the voice continuity structure was damaged in voice communication,a noisy voice detection algorithm based on feature stream fusion was proposed.Firstly,the time domain feature stream,the spectral pattern feature stream and the statistical feature stream were extracted according to the voice characteristics.Secondly,the voice segment in the noisy audio was estimated by different voice feature streams.Finally,the voice prediction probability obtained by each feature stream was weighted and fused,and the voice estimation probability was processed in short time by the hidden Markov model.The performance test of composite voice database under the condition of multi-type noise and different signal-to-noise ratio shows that compared with the baseline model based on Bayesian and DNN classifier,the voice detection accuracy of the proposed algorithm is improved by 21.26% and 11.01% respectively,and the quality of target voice is significantly improved.…”
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SSCANL decoder based joint iterative detection and decoding algorithm by Chongyang LIU, Rui GUO

“…In order to improve the receiver performance of the sparse code multiple access (SCMA) system based on polar codes, the cyclic redundancy check (CRC) aided joint iterative detection and decoding receiver scheme based on simplify soft cancellation list (SSCANL) decoder (C-JIDD-SSCANL) was proposed.A polar code decoder in the C-JIDD-SSCANL receiver used the SSCANL algorithm.In this algorithm, decoding node deletion technology was used to simplify L times of soft cancellation (SCAN) decoding required by soft cancellation list (SCANL) algorithm by deleting frozen bit nodes, then the computational process of soft information update between nodes was simplified, and the computational complexity of decoding algorithm was reduced.The simulation results show that the SSCANL algorithm can obtain the same performance as the SCANL algorithm, and its computational complexity is reduced compared with the SCANL algorithm.Compared with the joint iterative detection and decoding scheme based on SCAN decoder (JIDD-SCAN) and the CRC aided joint iterative detection and decoding scheme based on SCAN decoder (C-JIDD-SCAN), the performance of C-JIDD-SSCANL receiver scheme based on SSCANL decoder is improved by about 0.65 dB and 0.59 dB respectively when the bit error rate is 10^-4.…”
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Model and Algorithm for Dependent Activity Schedule Optimization Combining with BIM by Guofeng Ma, Xiaoye Liu

“…Then, the overlap and communication strategies are decided by calculating the maximum revenue using Monte Carlo simulation and MATLAB based on overlap cost, communication cost, rework cost, and reward amount. Finally, the algorithm and BIM are combined to provide a visual overlap plan and dynamic control platform framework. …”
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