Simcenter

Simcenter Autonomy Data Analysis solution

Simcenter Autonomy Data Analysis solution automatically performs scenario-based analysis to detect and extract logical scenarios from large amounts of data.

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Simcenter Autonomy Data Analysis solution dashboard

Why Simcenter Autonomy Data Analysis solution?

On-road tests for Automated Driving Assistance Systems (ADAS) and Autonomous Driving (AD) generate a huge amount of data - easily around 1 petabyte per week! Unfortunately, most of the data captured during these expensive operations is not efficiently analyzed and may contain mostly “empty miles”, meaning scenarios that are not relevant to effectively test, validate and verify the robustness of the developed ADAS/AD.

Avoid wasting time and resources
Engineers may often spend up to 80% of their time dealing and searching through this mountain of data captured during road tests, preventing them from focusing on the segments of data and scenarios that are relevant to their needs.

Simcenter Autonomy Data Analysis solution helps you avoid wasting time on manually sorting through the huge amount of recorded data. Simcenter Autonomy Data Analysis solution automatically performs scenario-based analysis to detect and extract logical scenarios from large amounts of recorded data, enabling engineers to only focus on important tasks.

Find the right data - quickly
Simcenter Autonomy Data Analysis solution helps you identify relevant scenarios and potential safety issues according to applicable regulations, standards and internal requirements. The tool gives you a structured methodology for providing a traceable safety argumentation that you can use to quickly identify, extract and evaluate the real-world driving behavior of your functionality on scenarios buried in your data.

An end-to-end analytic solution
Simcenter Autonomy Data analysis solution integrates into your autonomous vehicle development workflow, from perception to scenario identification and evaluation.

Get autonomous safely, simply, and swiftly

Simcenter Autonomy Data Analysis solution capabilities

Simcenter Autonomy Data Analysis solution scans recorded driving data and extracts pre-defined logical scenarios. These scenarios come from regulations such as EU 2019/2144, EU 2022/1426, standards such as SOTIF, ISO 26262, ISO 34502, etc) as well as internal requirements.

Datalog visuals from the Simcenter Autonomy Data Analysis.

For each scenario detected from the recording data, the tool extracts its specific parameters to obtain the concrete scenario. Based on these parameters, you can evaluate vehicle behavior for the specific scenario according to requirement-defined criteria (e.g., the reaction of the vehicle to a cut-in should provide a safe distance to the new front vehicle in less than 3 seconds).

Parameter extraction visual from the Simcenter Autonomy Data Analysis.

Simcenter Autonomy Data Analysis solution can ingest real-world or simulated data in any format. You can easily integrate the tool into any existing toolchain, either on-cloud or on-premises, and automatically process new arriving data as well as re-process existing data on-demand. Through a seamless workflow, Simcenter Autonomy Data Analysis solution handles all the data orchestration, processing and escalation. With continuous data analysis, you can plot scenario coverage distributions that show where there may be scenario gaps on your testing campaigns.

Datalogs visual from the Simcenter Autonomy Data Analysis solution.
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