Indoor positioning algorithm based on effective AP selection and multi-class LDA by Guiqi LIU, Zhihong QIAN, Hualiang LI, Jiani SUN, Yinuo FENG, Xue WANG

“…To solve the problems of the lack of longitudinal position information in indoor positioning, an indoor positioning algorithm based on effective AP selection and multi-class LDA was proposed.In the offline stage, the AP selection algorithm based on stability and difference was used to extract effective AP set in the fingerprint area, and the multi-class LDA algorithm was adopted to train the fingerprint data of effective AP set at different heights to obtain longitudinal position information recognition model.In the online stage, the AP information alike the offline effective AP subset was input into longitudinal position information recognition model to obtain recognition result, and then the online fingerprint plane positioning was completed by the positioning algorithm based on the fingerprint database partition.Simulation results demonstrate that the accuracy of the proposed algorithm for determining longitudinal floors can reach 98%.…”
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Estimation of the probability of informed trading models via an expectation-conditional maximization algorithm by Montasser Ghachem, Oguz Ersan

Subjects: “…Expectation conditional-maximization algorithm…”
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Degradation State Recognition of Rolling Bearing Based on K-Means and CNN Algorithm by Qicai Zhou, Hehong Shen, Jiong Zhao, Xingchen Liu, Xiaolei Xiong

“…Firstly, the time-domain features including RMS, kurtosis, skewness and RMSEE, and Mel-frequency cepstral coefficients features are extracted from bearing vibration signals, which are then used as the input of k-means algorithm. These unlabeled features are clustered by k-means in order to define the different categories of the bearing degradation state. …”
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A Modified Wolf Pack Algorithm for Multiconstrained Sparse Linear Array Synthesis by Ting Wang, Ke-Wen Xia, Hai-Lin Tang, Su-Wei Zhang, Mukase Sandrine

“…The new method is a modified wolf pack optimization algorithm based on the quantum theory. In the new method, wolves are coded by Bloch spherical coordinates of quantum bits, updated by quantum revolving gates, and selectively adaptively mutated when performing poorly. …”
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Virtual Network Resource Allocation Algorithm Based on Load Balance in Carrier-SDN by Li Wang, Jihong Zhao, Hua Qu, Ya Guo

“…Resource allocation algorithm for virtual networks in carrier-SDN based on load balance was proposed.Firstly,multiple-layered model of carrier-SDN was constructed.Secondly,the binaryzation of particle swarm optimization algorithm with the characteristic of virtual network embedding（VNE）algorithm was realized.Finally,load balance was set as optimization object,then the solution of VNE problem was got.The simulation results demonstrate that the proposed algorithm has superior performance in terms of load balance,acceptance ratio and average compared with existing methods.…”
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Research on hybrid dynamic load balancing algorithm in heterogeneous hierarchical wireless networks by NING Guo-qin1, ZHU Guang-xi1, PENG Lie-xin1, LU Xiao-feng1

“…A hybrid dynamic load balancing algorithm based on the combination of channel borrowing scheme and load transfer scheme was proposed.The hotspot cells can borrow channels from homogeneous cells with light workload in the compact pattern.At the same time,some ongoing calls can be transferred from hotspot cells into the overlapping hetero-geneous cells with light workload according to certain conditions.The number of borrowed channels and transferred on-going calls per load balancing period was computed by the remainder available channels and new calls arrival rates in the hotspot cell.Simulation results show that the proposed hybrid dynamic load balancing algorithm can decrease the block-ing probabilities,dropping probabilities of hotspot cell system and overall heterogeneous system,the channel utilization of overall heterogeneous system is increased accordingly.…”
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Evaluation of Ecosystem Health Based on AWDO-SVR Algorithm in Shiyang River Basin by WANG Wenchuan, LI Lei, ZHENG Ye, XU Dongmei, XU Lei

Subjects: “…adaptive wind-driven optimization algorithm (AWDO)…”
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Resource assignments algorithm based on energy efficiency optimization in OFDM relay networks by Yun LI, Hai-xia DUAN, Kai-rong SU, Bin CAO

“…Then, the resource is assigned using maximal weight independent set (MWIS) algorithm. Numerical results demonstrate that the proposed algorithm (JRAA) can improve the system energy efficiency by joint assignment of relay,sub-carrier and power.…”
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A Distributed K-Means Segmentation Algorithm Applied to Lobesia botrana Recognition by José García, Christopher Pope, Francisco Altimiras

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Application of hybrid ant colony algorithm to the design of analog wavelet optimized circuits by Quanhui Ren, Chenyu Meng

Subjects: “…Hybrid ant colony algorithm…”
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Collaborative Cognitive Wireless Network Optimization Model and Network Parameter Optimization Algorithm by Tao Zhang

“…The algorithm can improve the main user utility function by 20%–35%.…”
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Improved LEACH protocol algorithm for WSN based on energy balance and high efficiency by Li-xiao HUANG, Hui WANG, Li-yong YUAN, Ling-guo ZENG

“…The improved energy-saving algorithm for the energy efficient and balanced protocol (LEACH-improved) was proposed.In the algorithm,the residual energy factor,the distance factor and the node density factor was added to improve the threshold formula.Moreover,in the various application scenarios of WSN,based on the different effects on the selection of cluster heads caused by the residual energy and geographical location,the weighting factor was introduced.Results of simulation experiments show that the improved algorithm can effectively reduce the network energy consumption and prolong the network lifetime.…”
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Automatic Transmission Clutch Engagement Control based on Improved NSGA-Ⅱ Algorithm by Yun Yu, Cuie Tang

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Resource allocation algorithm for situation awareness based on multiple-choice quadratic knapsack by Yan-wei SUN, Yun-chuan GUO, Ling-cui ZHANG, Bin-xing FANG

“…The experiment results show the ac-curacy and efficiency of proposed algorithm.…”
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A Variable Weight Privacy-Preserving Algorithm for the Mobile Crowd Sensing Network by Jiezhuo Zhong, Wei Wu, Chunjie Cao, Wenlong Feng

“…To address this problem, we proposed a variable weight privacy-preserving algorithm of secure multiparty computation. This algorithm is based on privacy-preserving utility and its effectiveness and feasibility are demonstrated through experiment.…”
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An Improved NSGA-II Algorithm for Transit Network Design and Frequency Setting Problem by Shushan Chai, Qinghuai Liang

“…In order to obtain the better network schemes, a multi-population genetic algorithm is proposed based on NSGA-II framework. With the algorithm, network generation, mode choice, demand assignment, and frequency setting are all integrated to be solved. …”
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RSS Localization Algorithm Based on Nonline of Sight Identification for Wireless Sensor Network by Yan Wang, Long Cheng, Guangjie Han, Hao Wu, Bing Jiang

“…In this paper, we propose an RSS based localization algorithm in NLOS environment. A NLOS identification algorithm is firstly proposed. …”
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Sixth-Second Order Normalized Cumulant Blind Equalization Algorithm Based on Oversampling by Xiaoqin Zhang, Yongsheng Hu, Liyi Zhang

“…Simulation results show the algorithm's effectiveness.…”
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Resource allocation algorithm based on the multi-relay decoding-and-forwarding in OFDM system by Tao GUO, Youming LI, Ting LI, Yuzhi YAN

“…For the rate maximization problem in OFDM decode-and-forward relay system，a resource allocation algorithm based on the multi-relay forwarding was proposed. …”
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Fractional-Order Total Variation Image Restoration Based on Primal-Dual Algorithm by Dali Chen, YangQuan Chen, Dingyu Xue

“…This paper proposes a fractional-order total variation image denoising algorithm based on the primal-dual method, which provides a much more elegant and effective way of treating problems of the algorithm implementation, ill-posed inverse, convergence rate, and blocky effect. …”
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