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CO-LOCATED EVENTS

Speaker

Unmendu Senapati

Project Manager, Robert Bosch GmbH

Unmendu Senapati brings over 20 years of experience in the IT and automotive industries, with deep expertise in product and program management across domains such as Vehicle Networking, ADAS, Infotainment, Telematics, Cloud Solutions, and Vehicle Acoustics. At Bosch, he leads complex, cross-functional projects that integrate cutting-edge automotive technologies with robust quality and safety frameworks. Certified as a CSPO, CSM®, IPMA-B, Six Sigma Black Belt, and ASPICE Provisional Assessor®, Unmendu has a strong track record in implementing Agile, ASPICE, ISO 9001, CMMI Level 5, and Six Sigma methodologies to drive performance, compliance, and innovation. His leadership bridges the gap between engineering excellence and scalable, process-driven product development.

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Session

Automotive SoCs for Real-Time Sensor Fusion – Architectures for Scalable, Low-Latency Compute

Case Study

Monday, September 29

11:15 am - 11:40 am

Live in Berlin

Less Details

As sensor bandwidths grow and autonomy demands real-time environmental understanding, the pressure on SoC design continues to intensify. This session explores how automotive-grade compute platforms are being architected to handle high-bandwidth, multi-modal sensor fusion—balancing latency, scalability, and safety. From CPU/GPU/NPU trade-offs to data movement bottlenecks, we’ll examine how Tier 1s and chipmakers are aligning compute architectures with the rigorous demands of L3+ systems.

In this session, we discuss:

  • Trade-offs between general-purpose CPUs, GPUs, NPUs, and domain-specific accelerators in sensor fusion pipelines
  • Architectural enablers for consistent, low-latency fusion of LiDAR, radar, camera, and ultrasonic data
  • Designing scalable compute platforms that meet ASIL-D for real-time perception and control
  • Mitigating data movement bottlenecks between sensor interfaces and central compute units through optimized SoC design
Presentation

Company

Robert Bosch GmbH

http://www.bosch.com
The Bosch Group is a globally leading technology and services company with around 417,900 employees worldwide (as of December 31, 2024). In the 2024 fiscal year, Bosch generated a revenue of €90.5 billion. The company operates in four business sectors: Mobility, Industrial Technology, Consumer Goods, and Energy & Building Technology. As a leading IoT provider, Bosch offers innovative solutions for Smart Home, Industry 4.0, and Connected Mobility. With expertise in sensor technology, software, and services, as well as its own IoT cloud, Bosch delivers integrated and cross-domain solutions from a single source.
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