Essays about: "Automotive radars"

Showing result 6 - 10 of 15 essays containing the words Automotive radars.

  1. 6. Radar Detection Using Deep Learning

    University essay from Lunds universitet/Matematik LTH

    Author : Ziliang Xiong; Leonardo Carrera; [2022]
    Keywords : Deep Learning; Autonomous Driving; Radar; Point Cloud; Technology and Engineering;

    Abstract : This thesis aims to reproduce and improve a paper about dynamic road user detection on 2D bird's-eye-view radar point cloud in the context of autonomous driving. We choose RadarScenes, a recent large public dataset, to train and test deep neural networks. READ MORE

  3. 7. Early Classification of Automotive Radar Data Using LSTM

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Joel Styrélius; [2021]
    Keywords : ;

    Abstract : Advanced Driving-Assistance Systems such as blind-spot warning and collision avoidance are crucial systems for creating a safer and more sustainable traffic environment. A prerequisite for the safe operation of these types of systems is the classification of objects in the vicinity of the ego vehicle, based on data from automotive sensors such as lidars and radars. READ MORE

  4. 8. Machine Learning for FMCW Radar Interference Mitigation

    University essay from Lunds universitet/Matematisk statistik

    Author : Jessica Nilsson; Ludvig Hassbring; [2020]
    Keywords : FMCW radar; interference mitigation; convolutional neural network; Mathematics and Statistics;

    Abstract : Frequency Modulated Continuous Wave radar is used for object detection and localization, e.g., for surveillance purposes or for automotive systems. The amount of radars is increasing, which leads to an increasing amount of radar interference. READ MORE

  5. 9. Microwave Radar Implementation in Outdoor Home Alarm Systems

    University essay from Lunds universitet/Industriell elektroteknik och automation

    Author : Isabelle Larsson; Gustaf von Plomgren; [2020]
    Keywords : radar; microwave radar; home alarm systems; home alarm; alarm; passive infrared; PIR; Technology and Engineering;

    Abstract : The use of short range microwave radars for motion sensing purposes are on the rise in multiple industries, as they are accurate, small in size and relatively cheap. The automotive industry, in particular, has pushed the development forward. Lately, the home alarm industry has also been glancing at the technology. READ MORE

  6. 10. Evaluation of Commercial Radar Sensors for Proximity Fuze Applications

    University essay from Umeå universitet/Institutionen för fysik

    Author : Sara Johansson; [2019]
    Keywords : ;

    Abstract : Radar sensors has been known for their usage in military applications but during the last decade commercial radar sensors have been implemented for usage in for example advanced driver-assistance system. One common implementation for advanced driver-assistance system is the adaptive cruise control technology implemented in vehicles to help it adapt the velocity based on the distance to a detected vehicle in front. READ MORE