Changes for page [REAKT] Project REAKTOR
Last modified by Alexander Schulz-Rosengarten on 2024/10/09 15:19
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edited by Alexander Schulz-Rosengarten
on 2024/09/19 13:43
on 2024/09/19 13:43
edited by Alexander Schulz-Rosengarten
on 2024/09/16 16:34
on 2024/09/16 16:34
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... ... @@ -26,24 +26,17 @@ 26 26 * Safe behavior model generation using PASTA ([[https:~~/~~/marketplace.visualstudio.com/items?itemName=kieler.pasta>>https://marketplace.visualstudio.com/items?itemName=kieler.pasta]]) 27 27 * Assumes preprocessed sensor input and destination determination (see other topics) 28 28 29 -3. AI-based obstacledetection for autonomous train controlusing image recognition29 +3. AI-based image recognition for autonomous train control 30 30 // This topic will be jointly advised with the AG Distributed Systems// 31 31 32 -* Sensor processing of a train mounted camera to detect objects (potential obstacles) 33 -* Tasks will involve: 34 -** Sensor mounting on the demonstrator 35 -** Collection of data (images, videos) 36 -** Labeling of data to enable training (esp. for small scale model) 37 -** Training of AI 38 -** Evaluation of quality 39 -* Step-wise evaluation of the influence of vehicle speed on the detection quality 40 -* 41 -* 32 +* Sensor processing of a train mounted camera 33 +* Obstacle detection at speeds up to 50 km/h 42 42 * Potential hardware (subject to changes): 43 43 ** [[https:~~/~~/www.raspberrypi.com/documentation/accessories/camera.html>>https://www.raspberrypi.com/documentation/accessories/camera.html]] 44 44 ** ((( 45 45 [[https:~~/~~/www.axis.com/de-de/products/axis-p1455-le>>https://www.axis.com/de-de/products/axis-p1455-le]] 46 46 ))) 39 +* [Optional] Distance measuring using multiple cameras 47 47 48 48 4. AI-based sensor processing for autonomous train control 49 49 // This topic will be jointly advised with the AG Distributed Systems// ... ... @@ -59,7 +59,7 @@ 59 59 * Distance measuring (ultrasonic sensor) 60 60 61 61 5. A digital twin for an autonomous on-demand train service **[already reserved]** 62 -// Note: Tight interfacing with other topics// 55 + // Note: Tight interfacing with other topics// 63 63 64 64 * A digital twin for an autonomous passenger train 65 65 * Monitoring system for the state and location of the vehicle ... ... @@ -68,15 +68,15 @@ 68 68 * Reliability analysis/statistics to ensure transparency of autonomous operation 69 69 70 70 6. A standalone sensor box for monitoring rail vehicles 71 - //This prototype will be tested (only) using the full-scale demonstrator and is intended for monitoring non-autonomous vehicles (not the REAKTOR)// 64 + //This prototype will be tested (only) using the full-scale demonstrator and is intended for monitoring non-autonomous vehicles (not the REAKTOR)// 72 72 73 -* Development of a sensor array to monitor rail vehicle operation 74 -* It should serve as a plugin solution inside the train's cockpit for monitoring operation and as preparation for autonomous control 75 -* Design for wireless communication of collected data 66 +* Development of a weather-resistant sensor array to monitor rail vehicle operation 67 +* Wireless communication of collected data 76 76 * Possible sensors: 77 77 ** GPS 78 78 ** Accelerometer 79 79 ** Camera 72 +** (LiDAR) 80 80 * Analysis of data for autonomous driving 81 81 * Potential integration into digital twin infrastructure 82 82