Aktuelle Jobs im Zusammenhang mit Master Thesis: Enhancing Radar Object Detection through Adaptive Sensing - Renningen, Baden-Württemberg - Robert Bosch GmbH
-
Senior Research Scientist
Vor 3 Tagen
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob OverviewWe are seeking a highly motivated PhD candidate to conduct research in cognitive radar systems for automotive applications. The successful candidate will contribute to the development of novel methods for adaptive sensing, enabling improved sensing performance and potential cost savings.Key ResponsibilitiesResearch and develop innovative methods...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitMaster Thesis in Deep Reinforced Cognitive Sensing for Enhanced Automotive Radar PerceptionRobert Bosch GmbH is seeking a highly motivated master student to contribute to the development of advanced automotive radar perception systems.The successful candidate will work on a research project focused on deep reinforced cognitive sensing, aiming to enhance...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob Title: PhD Researcher in Cognitive Radar for Automotive ApplicationsWe are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.Key...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob Title: PhD Researcher in Cognitive Radar for Automotive ApplicationsWe are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.Key...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Cognitive Radar for Automotive ApplicationsWe are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications.The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.Key research questions...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.Key ResponsibilitiesResearch and develop novel methods for cognitive...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.Key ResponsibilitiesResearch and develop novel methods for cognitive...
-
Senior Radar Engineer
vor 2 Wochen
Renningen, Baden-Württemberg, Deutschland Bosch Group VollzeitJob DescriptionWe are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.Key ResponsibilitiesResearch and develop novel methods for cognitive...
-
Senior Radar Systems Engineer
vor 1 Woche
Renningen, Baden-Württemberg, Deutschland Bosch Group VollzeitJob Title: PhD Researcher in Cognitive Radar for Automotive ApplicationsJob Description:We are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive...
-
Senior Radar Engineer
vor 2 Wochen
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher - Cognitive Radar for Automotive Radar SystemsWe are seeking a highly motivated PhD candidate to join our team and conduct research in the field of cognitive radar for automotive applications.Cognitive radar is an innovative approach that adapts the radar waveform and signal processing based on previous sensing results and learned...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob Title: PhD Researcher in Cognitive Radar for Automotive ApplicationsWe are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.Key...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob Title: PhD Researcher in Cognitive Radar for Automotive ApplicationsWe are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.Key...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob Title: PhD Researcher in Cognitive Radar for Automotive ApplicationsWe are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.Key...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Cognitive Radar for Automotive ApplicationsWe are seeking a highly motivated PhD candidate to join our team and conduct research in the field of cognitive radar for automotive applications.Cognitive radar is a novel approach that enables adaptive sensing for automotive scenarios by adapting the radar waveform and signal processing based on...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Cognitive Radar for Automotive ApplicationsWe are seeking a highly motivated PhD candidate to join our team and conduct research in the field of cognitive radar for automotive applications.Cognitive radar is a novel approach that enables adaptive sensing for automotive scenarios by adapting the radar waveform and signal processing based on...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive radar to enable adaptive sensing for automotive scenarios.Key ResponsibilitiesDevelop novel and innovative methods for cognitive...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitWe are seeking a highly motivated PhD candidate to join our team and conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.As part of this research, you will work on the following key...
-
Senior Radar Engineer for Automotive Applications
vor 2 Wochen
Renningen, Baden-Württemberg, Deutschland Bosch Group VollzeitWe are seeking a highly skilled PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.Key ResponsibilitiesDevelop novel and innovative methods for cognitive Radar to enable...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob Title: PhD Researcher in Cognitive Radar for Automotive ApplicationsWe are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.Key...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob Title: PhD Researcher in Cognitive Radar for Automotive ApplicationsWe are seeking a highly motivated PhD candidate to conduct research in the field of cognitive radar for automotive applications. The goal of this PhD thesis is to research novel and innovative methods for cognitive Radar to enable adaptive sensing for automotive scenarios.Key...
Master Thesis: Enhancing Radar Object Detection through Adaptive Sensing
vor 2 Monaten
About the Project
We are seeking a highly motivated Master thesis student to contribute to the advancement of object detection performance in automotive radar systems. The goal of this research is to address the challenges of detecting weak targets and vulnerable road users at long distances and in complex object constellations, overcoming the limitations of current static sensor modulations.
Key Responsibilities
- Implement cognitive sensing to adapt sensor modulation based on sensor results and their uncertainties to optimize radar object detection capabilities.
- Extend the existing online radar simulation framework to create a closed-loop pipeline for reinforcement learning.
- Train a reinforcement learning agent to optimize sensor modulation parameters under different conditions and driving scenarios.
- Perform regression tests and ablation studies to evaluate the performance of the approach.
- Benchmark the cognitive sensing approach against baseline methods in different use cases.
Requirements
- Education: Master studies in the field of Electrical Engineering, Computer Engineering, Cybernetics, or comparable.
- Experience and Knowledge: Profound knowledge of machine learning and radar technologies; coding experience in Python and deep learning frameworks, ideally PyTorch.
- Personality and Working Practice: An independent, systematic, and analytical person.
- Languages: Fluent in English; German is a plus.
About the Company
Robert Bosch GmbH is a leading global supplier of technology and services. We shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people's lives. Our promise to our associates is rock-solid: we grow together, we enjoy our work, and we inspire each other.
What We Offer
- A dynamic and innovative work environment.
- The opportunity to work on cutting-edge projects and technologies.
- A competitive compensation package.
How to Apply
Please submit your application, including your CV, transcript of records, examination regulations, and if indicated, a valid work and residence permit. We welcome all applications, regardless of gender, age, disability, religion, ethnic origin, or sexual identity.
