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检索条件"主题词=fusion algorithm"

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A UWB/Bluetooth fusion algorithm for Indoor Localization 38

A UWB/Bluetooth Fusion Algorithm for Indoor Localization

引用

38th Chinese Control Conference (CCC)

作者： Zhao, Chong Wang, Bo Beijing Inst Technol Sch Automat 5 South Zhongguancun St Beijing 100081 Peoples R China

ISBN: (纸本)9789881563972

Target positioning is difficult in indoor environment where Global Positioning System (GPS) always fails to locate for lack of signals. Therefore indoor localization system based on the Wireless Sensor Networks (WSNs) attracted considerable attention due to the growing need for Location Based Service (LBS). Both Ultra-Wideband (UWB) and Bluetooth are widely applied in indoor localization. However, the applicability of them is limited for their high price or poor accuracy. In order to improve the positioning accuracy, stability and cost reduction, a combined indoor localization scheme and a fusion algorithm using characteristics of two positioning methods are proposed. Bayesian Inference and geometry relationships are applied to get the objective function and constrain, and Particle Swarm Optimization (PSO) is employed to obtain the estimated position. Simulation results show that the new algorithm can improve the positioning accuracy and reduce the economic price compared with the traditional Least Square (LS) positioning algorithm based on distance.

关键词： Ultra-Wideband (UWB) Bluetooth Bayesian Inference fusion algorithm Indoor Localization

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A Multimodality Medical Image fusion algorithm Based on Wavelet Transform

A Multimodality Medical Image Fusion Algorithm Based on Wave...

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1st International Conference on Swarm Intelligence

作者： Teng, Jionghua Wang, Xue Zhang, Jingzhou Wang, Suhuan Huo, Pengfei Northwestern Polytech Univ Coll Automat Xian 710072 Peoples R China

ISBN: (纸本)9783642134975

According to the characteristics of a medical image, this paper presents a multimodality medical image fusion algorithm based on wavelet transform. For the low-frequency coefficients of the medical image, the fusion algorithm adopts the fusion rule of pixel absolute value maximization;for the high-frequency coefficients, the fusion algorithm uses the fusion rule that combines the regional information entropy contrast degree selection with the weighted averaging method. Then the fusion algorithm obtains the fused medical image with inverse wavelet transform. We select two groups of CT/MRI images and PET/ MRI images to simulate our fusion algorithm and compare its simulation results with the commonly-used wavelet transform fusion algorithm. The simulation results show that our fusion algorithm cannot only preserve more information on a source medical image but also greatly enhance the characteristic and brightness information of a fused medical image, thus being an effective and feasible medical image fusion algorithm.

关键词： Medical image fusion algorithm Wavelet transform Regional information entropy

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Research on the Detection Method of Tangible Components' Outer Edge Information in Urine Sediment Micro-Image Based on fusion algorithm

Research on the Detection Method of Tangible Components' Out...

引用

Chinese Automation Congress (CAC)

作者： Liu Xiao-xiao Kong De-you Liu Guang-yu Liu Bo-qiang Jining Med Univ Affiliated Hosp Dept Med Equipment Jining 272029 Shandong Peoples R China Jinan Cent Hosp Equipment Management Off Jinan 250013 Shandong Peoples R China Shandong Univ Sch Control Sci & Engn Jinan 250013 Shandong Peoples R China

ISBN: (纸本)9781538635247

Objective Using the fusion algorithm of edge detection operator Canny and Sobel method, the outer edge information detection of different tangible components in the conventional urine sediment microscopic image was completed. Method Firstly, the images are preprocessed by gray scale, neighborhood filtering and median filtering. Then, the edges were superimposed by Canny and,Sobel operators. Finally, the visible components were obtained by expansion etch and hole filling. Results The fusion algorithm could be used for edge detection of tangible components with uniformity inconsistencies. Conclusion The effect of the fusion algorithm on the outer edge was signifacantly better than that of single algorithm.

关键词： Edge detection Canny Sobel fusion algorithm

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An Image fusion algorithm Based On Double Exposure Enhancing Dynamic Range

An Image Fusion Algorithm Based On Double Exposure Enhancing...

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5th International Conference on Digital Image Processing (ICDIP)

作者： Huang Sijie Gong Xueyi Chen Fansheng Chinese Acad Sci Shanghai Inst Tech Phys Shanghai Peoples R China

ISBN: (纸本)9780819493057

With limited dynamic range, images acquired by ordinary image sensors can not cover all information of the given scenario. In order to acquire a high dynamic range picture which contains both light parts and dark parts, this article presents one method improving dynamic range of images from given scenes by using double exposure. The principle of this algorithm goes as follows: one scene is confronted with two exposures by the same sensor, then image data got from exposure will be used for image fusion to enlarge the dynamic range. As to over-exposure and under-exposure in images, the algorithm enhances the contrast between them and displays both of them. This algorithm can work in a fast speed within 23 ms to fuse two 512*512 images, and can work in high dynamic range circumstances, which means it can adjust essential values according to different scenes to achieve a better fusion.

关键词： High dynamic range double exposure fusion algorithm speed

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Self-organizing fusion algorithm applied to image segmentation

Self-organizing fusion algorithm applied to image segmentati...

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IEEE International Conference on Information Acquisition

作者： Chen, Tianding Zhejiang Gongshang Univ Inst Commun & Informat Technol Hangzhou 310035 Peoples R China

ISBN: (纸本)1424405289

It presents a novel method called self-organizing fusion (SOF) for performing fast image segmentation. Characteristics of SOF are explored and discussed, both theoretically and empirically. The essence of SOF is that objects are extracted through alternating processes of updating and merging until convergence. Such concurrent updating creates a self-organizing fusion behavior that facilitates identification of regions comprising the same object. The method is computationally efficient as both updating and merging are conducted in parallel fashion, and since parameters selection is done for local regions, it is able to deal with fairly complex images.

关键词： image segmentation self-organizing fusion algorithm adjacency concurrent merging

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Study of Rock Bolts Detection Based on fusion algorithm 7

Study of Rock Bolts Detection Based on Fusion Algorithm

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7th International Conference on Modelling, Identification and Control (ICMIC)

作者： Sun, Xiaoyun Xing, Hui Wang, Mingming Cheng, Jiulong Yuan, Yongbang Shijiazhuang Tiedao Univ Dept Elect & Elect Engineeringline Shijiazhuang Peoples R China China Univ Min & Technol State Key Lab Coal Resources & Safe Min Beijing Peoples R China

ISBN: (纸本)9780956715753

Length is an important factor to evaluate the quality of rock bolts. Due to the harsh environment and large amounts of noise contained by rock signals detection, it's difficult to estimate the rock bolts parameters. In this paper, a non-destructive testing( NDT) method is used to detect the parameters of free bolt. Six different types of excitation signal is used on rock bolts, the reflection signal is detected respectively by ultrasonic sensor, which is analysed by a fusion algorithm of D-S evidence theory, the result shows that this method is satisfied.

关键词： rock bolts non-destructive testing D-S evidence theory fusion algorithm rock bolts parameter

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Robot Path Planning Optimization Based on RRT and APF fusion algorithm 8

Robot Path Planning Optimization Based on RRT and APF Fusion...

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8th International Conference on Robotics and Automation Sciences (ICRAS)

作者： Fu, Sanli Dept Univ Sanya Sanya 572000 Hainai Peoples R China

ISBN: (纸本)9798350352511;9798350352504

In the current research field, aiming at the problem of robot path planning, this study proposes an optimization strategy combining RRT algorithm and APF method. This strategy aims to achieve more efficient and reliable robot path planning by improving the path search efficiency of RRT algorithm and combining the goal-oriented and obstacle-avoiding capability of APF. Specifically, we optimize the RRT algorithm as follows: First, we introduce an APF-based heuristic strategy, which helps guide the path search process closer to the target point faster;Secondly, in the process of path generation, the APF method is used to smooth the path in real time to reduce the complexity of the path and the energy consumption during execution. After extensive testing in simulation environments, the optimization strategy shows significant improvements in path length, planning time, and obstacle avoidance. Compared with the traditional RRT algorithm, the new strategy not only reduces the path length, but also shows stronger adaptive ability and robustness in the face of complex environment and sudden obstacles. In addition, through the path smoothing process guided by APF, the dynamic response and stability of the robot when executing the path are also improved.

关键词： APF algorithm Local path planning algorithm optimization RRT algorithm fusion algorithm

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Remaining Useful Life Prognostics of Aircraft Engine Based on fusion algorithm 7

Remaining Useful Life Prognostics of Aircraft Engine Based o...

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2016 IEEE Chinese Guidance, Navigation and Control Conference (IEEE CGNCC2016)

作者： Xiong Xinxin Li Qing Cheng Nong Department of Automation Tsinghua University

ISBN: (纸本)9781467383196

Prognostics on remaining useful life is a difficult technical challenge in aircraft engine health *** paper introduces the principle of HSMM,similarity-based,and SVM algorithm,and their detailed structure and method applied to the *** these three algorithms to C-MAPSS data released by NASA and get the life prognostics result correspondingly,then fuse these results by average fusion and comentropy *** and evaluate the consequence among the result of these three single algorithm and the fusion algorithm,finally summarize the characteristic and the usable range of each algorithm.

关键词： aircraft engine remaining useful life prognostics fusion algorithm

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Research on fusion algorithm of Elliptic Curve Cryptography in Advanced Metering Infrastructure Communication 7

Research on Fusion Algorithm of Elliptic Curve Cryptography ...

引用

7th International Symposium on Computational Intelligence and Design (ISCID)

作者： Zhang, Xidong Tong, Weiming Jin, Xianji Dai, Shuidong Harbin Inst Technol Sch Elect Engn & Automat Harbin Peoples R China Hangzhou Zhijiang Switchgear Stock Co Ltd Minist Technol Hangzhou Zhejiang Peoples R China

ISBN: (纸本)9781479970056

According to the information security requirements of Advanced Metering Infrastructure communication, combining with the characteristics of elliptic curve cryptography, this paper gives a fusion algorithm based on elliptic curve cryptography. The proposed fusion algorithm constructs a decision function to verify the validity of the cipher text that attacker proposed, refuses to accept the illegal cipher texts of attacker based on achieving the digital signature and encrypting communications messages, and provides measuring method for defending illegal messages intrusion initiatively. The research results show that the proposed fusion algorithm meets information security demands of Advanced Metering Infrastructure.

关键词： fusion algorithm Elliptic Curve Cryptography Advanced Metering Infrastructure Decision Function

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An Efficient Localized Route Recommendation Scheme using fusion algorithm for VANET based Applications 6

An Efficient Localized Route Recommendation Scheme using Fus...

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6th International Conference on Trends in Electronics and Informatics (ICOEI)

作者： Sankaranarayanan, Manipriya Sajini, S. Anita, E. A. Mary Janet, J. IIIT Sri City Chittoor Andhra Pradesh India SRM Inst Sci & Technol Chennai India Christ Univ Sch Engn & Technol Bengaluru India Sri Krishna Coll Engn & Technol Coimbatore India

ISBN: (纸本)9781665483285;9781665483292

The evolution of vehicles has led to the need for improved and advanced techniques to solve traffic related problems. The improvement related to cooperative vehicles has been a recent focus in dealing with such difficulties. The most popular application of co-operative vehicles is the route planning for travelers. In this paper, an innovative module namely Localized Route Recommendation with fusion algorithm (LR2FA) is proposed to enumerate a localized route recommendation system to communicate to co-operative vehicles. Traffic parameters such as vehicle speed and density information collected from the centralized location and used as decision factor to provide suggestions of routes using a novel fusion algorithm (FA). To evaluate the factors for route suggestion, FA uses a combination of genetic and heuristic-based approaches. The performance of the proposed localized route references is analyzed using simulated values of vehicle speed and density. It is seen from the results that the proposed LR2FA provides top fitting routes compared to greedy based route suggestion.

关键词： Localized route recommendation co-operative vehicles fusion algorithm genetic algorithm heuristic based approaches

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