AutoSens Detroit 2022

Why Attend?

Autosens Detroit will have 50 speakers from companies across the autonomous vehicle perception supply chain on topics including developments in RADAR and LiDAR, image quality, data, safe system design, advances in camera technology, in-cabin monitoring, supply chain outlook and more. 

Synopsys Session Spotlight


Markus Willems
Senior Product Manager
Synopsys

Radar Digital Signal Processing Goes Floating Point

Wednesday, May 11 | 2:55 PM EST | Toyota Engineering Theater

For the longest time, radar applications deployed DSPs featuring fixed point arithmetic, as floating point operations were considered to be inferior in terms of performance, power efficiency and area (PPA), which is critical for any embedded system.

Yet there has always been a desire to move to floating point arithmetic, as it allows for a larger dynamic range as required by the latest radar systems, achieving the required signal to noise ratio (SNR). This presentation will cover a detailed floating point / fixed point tradeoff analysis, featuring radar use cases.

It will also discuss the growing interest in AI enhanced radar algorithms, and how these can be enabled using a vector DSP, either standalone or combined with a tightly coupled AI accelerator. Specific focus will be given to the programming flow featuring support for TensorFlow, Caffe or ONNX.

Synopsys ARC® VPX DSP and ARC NPX NPU IP