Excerpts from the raw acquired data set with the tracking algorithm. حسب Hannes Benecke (17409369)

Algorithmic experimental parameter design. حسب Chuanxi Xing (20141665)

"…The results of numerical simulations and sea trial experimental data indicate that the use of subarrays comprising 5 and 3 array elements, respectively, is sufficient to effectively estimate 12 source angles. …"

Spatial spectrum estimation for three algorithms. حسب Chuanxi Xing (20141665)

"…The results of numerical simulations and sea trial experimental data indicate that the use of subarrays comprising 5 and 3 array elements, respectively, is sufficient to effectively estimate 12 source angles. …"

Flowchart of DQN algorithm. حسب Jiandong Qiu (20389944)

ML algorithms in cyber security. حسب Abdullah Asım Yılmaz (20715311)

Risk element category diagram. حسب Yao Hu (3479972)

"…This article extracted features related to risk assessment, such as weather factors, airport facility inspections, and security check results, and conducted qualitative and quantitative analysis on these features to generate a datable risk warning weight table. This article used these data to establish an LSTM model, which trained LSTM to identify potential risks and provide early warning by learning patterns and trends in historical data. …"

Plot comparing the circular tracking errors of the three algorithms. حسب Xiaosong Liu (66661)

Example measurement and analysis units for landscape elements. حسب Jaewon Han (8660295)

الموضوعات:

Plot comparing the circular angle tracking performances of the three algorithms. حسب Xiaosong Liu (66661)

Graph showing the tracking errors of the three control algorithms under noise. حسب Xiaosong Liu (66661)

Chart showing the target tracking performances of the three control algorithms under noise. حسب Xiaosong Liu (66661)

Performance of machine learning algorithms. حسب Wenxue Liu (6877754)

Trajectory tracking for psi in a ramp helix path. حسب Elisabeth Andarge Gedefaw (20308092)

3D trajectory tracking of a square wave path. حسب Elisabeth Andarge Gedefaw (20308092)

3D trajectory tracking of a spiral infinity path. حسب Elisabeth Andarge Gedefaw (20308092)

3D trajectory tracking of a ramp helix path. حسب Elisabeth Andarge Gedefaw (20308092)

Summary of Experimental Setup, which presents the hardware configuration, model training parameters, and key settings for the path planning algorithm. حسب Yan Chen (4308)

الموضوعات:

Path Planning Module: Includes the full workflow of global path generation, local obstacle avoidance (APF), dynamic path adjustment (DDPG), and path smoothing optimization, as well... حسب Yan Chen (4308)

الموضوعات:

Elements: A Sustainable, Resource-Efficient Cyberinfrastructure for Notebook Interactive ML Training Workloads حسب Yue Cheng (22087328)

Harmonic artificial potential field path planning for tracked robots in unstructured environments حسب Angelo Ugenti (22328960)

"…Using a real-case planetary exploration scenario, results demonstrate that the proposed algorithm provides a more comprehensive approach to path planning by taking into account various factors. …"