The postgraduate research direction of intelligent perception engineering mainly includes the following aspects:
1.Sensor Technology & Applications:
Research on the principle, design, manufacturing and application of various types of sensors, including photoelectric sensors, acoustic sensors, force sensors, chemical sensors, etc.
2.Pattern Recognition & Machine Learning:
The theories and methods of pattern recognition are studied, as well as the application of machine learning algorithms in intelligent perception, such as deep learning, support vector machines, decision trees, etc.
3.Image Processing & Computer Vision:
Research on the acquisition, processing, analysis, and understanding of images and technologies, as well as the application of computer vision in intelligent perception, such as object detection, tracking, recognition, and segmentation.
4.Signal Processing & Data Analysis:
The methods of signal acquisition, preprocessing, feature extraction and analysis, as well as the application of big data analysis in intelligent perception are studied.
5.Automatic Control & Robot Perception:
Research on the theory and method of automatic control, as well as the construction and optimization of robot perception system, including sensor fusion, motion control, environmental modeling, etc.
6.Biomedical Signal Processing & Health Monitoring:
Research on the acquisition, processing, and analysis of biomedical signals (such as electrocardiogram, electroencephalogram, electromyography, etc.), as well as health monitoring and diagnostic systems based on intelligent perception.
7.Internet of Things and Wireless Sensor Networks:
Research on the architecture, protocols, security, and applications of IoT technologies and wireless sensor networks, as well as the role of IntelliSense in the IoT environment.
8.In-vehicle perception and autonomous driving:
Research on the principle, design, and integration of in-vehicle sensors (e.g., radar, cameras, lidar, etc.), as well as environmental perception and decision-making in autonomous driving.
Here are some schools with high academic reputations and scientific research strength in the field of intelligent perception engineering (in no particular order):
Tsinghua University. Peking university.
Shanghai Jiao Tong University.
Zhejiang University. Fudan University.
Sun Yat-sen University. Hust.
Xi'an Jiaotong University.
Beijing University of Aeronautics and Astronautics.
Harbin Institute of Technology.
Postgraduate programs at these schools typically cover more than one of these tracks, and offer a wealth of laboratory facilities and industry collaboration opportunities. When choosing a school, you need to consider factors such as an individual's career plan, research interests, location, tuition fees, and cost of living. At the same time, it is recommended to pay attention to the enrollment brochure and admission status of each school over the years to understand the specific application requirements and competition.