Chengjun Tian

ORCID: 0000-0002-7007-0173
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Research Areas
  • Robotics and Sensor-Based Localization
  • Computer Graphics and Visualization Techniques
  • Optical Systems and Laser Technology
  • Robotic Path Planning Algorithms
  • 3D Shape Modeling and Analysis
  • Advanced Decision-Making Techniques
  • Advanced Neural Network Applications
  • Infrared Target Detection Methodologies
  • Advanced Control Systems Design
  • Extremum Seeking Control Systems
  • Advanced Measurement and Detection Methods
  • Advanced Control Systems Optimization
  • Image Processing Techniques and Applications
  • Advanced X-ray and CT Imaging
  • Optical Wireless Communication Technologies
  • Advanced Measurement and Metrology Techniques
  • Advanced Numerical Analysis Techniques
  • Forensic Toxicology and Drug Analysis
  • Industrial Vision Systems and Defect Detection
  • Psychedelics and Drug Studies
  • Radio Wave Propagation Studies
  • Engineering and Test Systems
  • Wireless Body Area Networks
  • Advanced Adaptive Filtering Techniques
  • 3D Surveying and Cultural Heritage

Kunming University of Science and Technology
2025

Changchun University of Science and Technology
2009-2024

Shanghai Public Security Bureau
2024

Simultaneous Localization and Mapping (SLAM) is the core technology of intelligent robot system, it also basis for its autonomous movement. In recent years, has been found that SLAM using a single sensor certain limitations, such as Inertial Measurement Unit (IMU) noise serious drift, 2D radar can only detect environmental information on same horizontal plane. this regard, paper constructs multi-sensor back-end fusion algorithm combines vision, laser, encoder IMU information. Experiments...

10.1109/access.2023.3243633 article EN cc-by IEEE Access 2023-01-01

The size of the field uncertainty (FOU) is an important performance indicator spatial optical communication systems and closely related to line-of-sight (LOS) pointing accuracy. Considering aircraft-ground laser as research background, initial angle LOS obtained using coordinate transformation matrix, factors that affect accuracy error are analyzed. Kalman filtering technique introduced into system complete modeling simulation analysis. results show position, attitude angle, other data...

10.1117/1.oe.58.1.016110 article EN Optical Engineering 2019-01-23

To investigate the toxicokinetic differences of 3,4-methylenedioxy-

10.12116/j.issn.1004-5619.2022.320201 article EN PubMed 2024-02-25

With the aging population in our society, there is a growing demand for detection of vital signs. Millimeter-wave radar has gained significant attention due to its high accuracy and non-contact nature. To enhance heart rate prediction, this paper proposes method based on hybrid CNN-Transformer model. In method, CNN layer utilized extract local features heartbeat phase, compensating limited information mining capability Transformer encoder when dealing with multivariate datasets....

10.1117/12.3033283 article EN 2024-07-29

As artificial intelligence flourishes and many related technologies continue to develop, Visual Simultaneous Localization Mapping, as the "vision" of robots, can utilize a large amount environmental information. In addition, semantic segmentation distinguish background in image from moving objects. recent years, convolutional neural networks have been successfully applied processing, subsequently entered field V-SLAM research. Related researchers tried directly use extract features for loop...

10.1109/aiea53260.2021.00063 article EN 2021-05-01

LMS (Least Mean Square) algorithm has become a very commonly used in the field of adaptive filtering due to its many advantages such as easy calculation, application and strong robustness. The main idea is automatically adjust parameter values filter minimize Square Error (MSE). traditional fixed-step problem that error accuracy convergence speed cannot be coordinated, so improved variable-step algorithms have emerged. This article introduces several new through examples.

10.1109/cacre54574.2022.9834206 article EN 2021 6th International Conference on Automation, Control and Robotics Engineering (CACRE) 2022-07-01

Reverse engineering is an important way to transmit information in modern manufacture technology.Reverse technology widely applied the automobile and aviation industry.Surface reconstruction of scattered point-cloud a key part operation process reverse engineering.Firstly, dissertation analyzed local attributes researched normal vector evaluation direction consistency with principal component analysis algorithm.Secondly, implicit surface algorithm compared, radial basis function chosen as...

10.2991/icmse-15.2015.306 article EN cc-by-nc 2015-01-01

This paper introduces the automatic measurement system of laser scattering method based on angular resolution. Discuss principle in optical element surface scattering, propose which use angle resolved (ARS) to measure roughness, at same time experimental platform is built results after verifying correctness method.

10.1117/12.2260713 article EN Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE 2017-02-28

PID controller is widely used in industrial process control, however, because of improper parameter, most the controllers have failed to meet control requirements. This paper proposes parameter tuning method based on vector model complex plane, not only can solve parameters easily and quickly according controlled plant, but also simplify tuning. It has advantages smaller amount calculation stronger versatility. Simulation results show that simple effective, designed by using this a good gain...

10.1109/cac.2015.7382474 article EN 2015-11-01

A design method of enhanced robust fractional order PID controller is proposed to control electrical machinery system. Magnitude margin constraint, phase constraint and the gain robustness constraints partly flat in specified dots around crossover frequency are adopted which has stronger open-loop variation compared with integer controller. Besides, nonlinear optimization function hunt for optimal parameter solutions controller, so five parameters can be solved. The system models simulated...

10.1115/detc2015-46714 article EN 2015-08-02

10.1142/9789813145603_0140 article EN Mechanics and Mechanical Engineering 2016-07-14

Abstract In view of the fact that traffic sign detection is becoming more and important in assisted driving, but there are situations where target small, occluded background complex, this paper proposes a Transformer-based improved Faster R-CNN algorithm for detection. The uses Transformer network based on shift window as backbone. multi-level feature map fused across layers through cascade fusion module to obtain map. Moreover, model’s extraction ability improved. head eliminates rounding...

10.1088/1742-6596/2637/1/012041 article EN Journal of Physics Conference Series 2023-11-01

Abstract Small targets are discovered despite the challenges posed by limited number of features, low resolution, difficulty in extracting discriminative characteristics, and ease interference from external influences. A modest target detection technique based on enhanced YOLOv5s is suggested this research. First, a test storey dedicated to tiny objects appended characteristic fusion part algorithm help model efficiently acquire features with smaller sensory fields; second, find more...

10.1088/1742-6596/2637/1/012043 article EN Journal of Physics Conference Series 2023-11-01

Because of the mechanical situation, aerial carrier condition, environment condition and usage maintenance camera, faults always occur. So it is necessary to check maintain camera on ground, interior structure very complex, composed by many circuit boards, checking must be performed from whole each component. Aiming at demands fault diagnosis, board level diagnosis system was developed in article. The failure mode exposure electric control completely analyzed, model based Petri net...

10.5539/cis.v2n3p122 article EN cc-by Computer and Information Science 2009-07-16

Manipulator is the corollary equipment of CCD aerial camera, which mainly used to manage and control main system receive feedback information system, display video image land object almost real time, its performance will directly influence working state camera. The applications PC104 bus technology ARINC429 in subsystem camera manipulator are concisely introduced this article, flow manipulator, composing principle discussed. Through test-fly, could run stably, with advantages such as strong...

10.5539/mas.v4n12p177 article EN cc-by Modern Applied Science 2010-11-17

ARINC429 is the standard of digital transmission avionic device. This paper used fault tree analysis to diagnosis failures aerocamera 429 communication, built up analyzed and diagnosed failures, designed detecting flaw, finished communication system finally. can detect board fast effectively, cut down period clearing fault. In addition, it increase direction maintenance repair, improve overall function aerocamera.

10.1117/12.819853 article EN Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE 2008-12-03
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