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dSPACE GmbH

dSPACE GmbH is a leading global provider of and validation solutions for the of systems, particularly in the , with a focus on autonomous , electromobility, and connected vehicles. Founded in 1987 by Dr. Herbert Hanselmann and three colleagues in , , the company began operations on January 2, 1988, initially developing hardware and software tools for systems stemming from a university project with . Headquartered at Rathenaustraße 26 in , dSPACE employs over 2,800 people worldwide (as of 2025), including over 2,000 engineers and computer scientists, and maintains a presence in 18 countries. The company's product portfolio includes hardware-in-the-loop (HIL) simulators, software for model-based development, sensor simulation tools, and scenario-based testing platforms, enabling efficient validation of complex systems across sectors such as , , and industrial automation. Key innovations trace back to early developments like custom signal processors and a proprietary language (DSPL) for state controllers, which were first tested in applications for electronic lane keeping. Over the years, dSPACE has expanded through strategic acquisitions, including understand.ai in 2019 to enhance validation and Intempora in for advanced software solutions in timing and scheduling. As a market leader, supports the transformation of the with end-to-end solutions from concept to production, adhering to high standards such as the ISO/IEC 5230:2020 certification achieved in 2024 for management. The company remains family-owned, emphasizing integrity and innovation in its management practices.

Company Overview

Founding and Headquarters

dSPACE GmbH was founded in 1987 as a from the University of Paderborn in by Dr. Herbert Hanselmann, along with three other research associates from the university's Institute of , with operations beginning on January 2, 1988. The company emerged from academic research aimed at addressing challenges in systems development, initially concentrating on tools to support mechatronic applications in . From its inception, dSPACE focused on developing (DSP)-based systems to enable efficient prototyping and for technologies, marking a pivotal shift from theoretical research to practical engineering solutions in . This foundational emphasis on hardware and software integration for dynamic systems laid the groundwork for dSPACE's role in advancing automotive and industrial development. The company's headquarters are located in , , , where it maintains its primary operations and research facilities. In 2010, dSPACE relocated to a new, purpose-built headquarters in to accommodate its growing workforce and expanded activities, transitioning to a modern X-shaped building designed to foster innovation and collaboration.

Ownership and Leadership

dSPACE GmbH was founded in 1987 by Dr. Herbert Hanselmann, who served as its CEO until 2019 and remained a key shareholder and managing director thereafter. Under his leadership, the company grew into a global leader in and validation tools for mechatronic systems. In 2008, Hanselmann was recognized as Entrepreneur of the Year for his contributions to the industry. The company has traditionally been family-owned by Dr. Herbert Hanselmann and his wife, Angelika Hanselmann, maintaining its independence as a private entity focused on long-term innovation in software and . This structure supported sustained growth without external pressures. In April 2025, a generational transition occurred, with ownership shares transferred to their three children—Niklas Hanselmann, Julia Girolstein, and Dr. Harald Hanselmann—to ensure continuity. To facilitate this succession, was reorganized into a global group structure under a , preserving its family-owned status while enhancing operational agility across international subsidiaries. Current leadership at dSPACE emphasizes engineering expertise, with executives holding advanced degrees in relevant technical fields. Dr. Carsten Hoff, who possesses a Dr.-Ing. in engineering, has served as CEO since April 2023, bringing experience from managing electronic systems development at E-Systems. Julia Girolstein, one of the new shareholders, holds the position of Vice President of Corporate Human Resources, contributing to talent strategies that align with the company's technical focus. Dr. Herbert Hanselmann continues as a managing director alongside Angelika Hanselmann, providing strategic oversight rooted in decades of innovation.

Global Presence and Workforce

dSPACE GmbH maintains a significant international footprint, with over 2,800 employees worldwide as of 2025, more than 2,000 of whom are engineers and computer scientists specializing in and validation technologies. This workforce supports the company's operations across multiple continents, enabling localized engineering services, sales, and for applications such as hardware-in-the-loop (HIL) . The headquarters remains in , , but the organization has expanded through dedicated subsidiaries and project centers to serve global automotive, , and industrial clients. Key subsidiaries include Inc., established in the USA in 1991 to address North American markets; Sarl, founded in in 2001; Ltd., opened in the UK in 2002; and Japan K.K., launched in 2005. More recent additions encompass Korea, founded in 2021 to enhance support in the region; India Solutions Private Limited, established in 2023 for direct representation in ; and Nordic AB, created in 2024 with offices in and , . Additionally, Mechatronic Control Technology (Shanghai) Co., Ltd. was opened in in 2009, bolstering operations in one of the world's largest automotive markets. In , dSPACE operates project centers to facilitate close collaboration with major industry hubs, including one near established in 2000, another near opened in 2002, and a facility near launched in 2014. These centers, along with the subsidiaries, form a network that ensures tailored solutions and rapid response to regional needs, contributing to dSPACE's role as a global leader in mechatronic engineering tools.

Historical Development

Early Years and Innovations (1988–1999)

dSPACE GmbH, established as a spin-off from the University of Paderborn in 1988, quickly advanced in simulation technologies during its formative years. In 1989, the company introduced its first hardware-in-the-loop (HIL) simulator, enabling engineers to test control systems in a simulated environment without physical prototypes, which marked a significant step in development. That same year, dSPACE launched the first development system for control technology and , utilizing (DSP) technology to facilitate and simulation tasks. These innovations laid the groundwork for dSPACE's focus on high-fidelity, testing solutions in automotive and applications. By 1990, expanded its offerings with the launch of the first development system based on a floating-point , improving computational for complex simulations. In 1991, the company established Inc. as its U.S. subsidiary, enhancing its international reach and support for North American customers. A pivotal partnership formed in 1992 with The MathWorks, enabling seamless integration of hardware with and environments. This collaboration accelerated model-based development workflows. In 1993, released the DS1102 Single-Board Controller, featuring integrated and I/O capabilities, alongside the Real-Time Interface (RTI), the first system connecting hardware directly to MATLAB/Simulink for automated code deployment. Advancing further in 1994, the company introduced the first multiprocessor hardware for development systems, allowing for more demanding simulations, and debuted , a that simplified system configuration and monitoring. The mid-1990s saw dSPACE solidify its leadership in HIL simulation. In 1995, it delivered the first turnkey HIL simulator tailored for anti-lock braking system (ABS) and electronic stability program (ESP) test benches, providing ready-to-use solutions for automotive safety systems. By 1996, dSPACE achieved a breakthrough with the world's fastest simulation hardware, powered by a top-of-the-range processor, which set new benchmarks for real-time performance in control prototyping. The company also constructed its first custom-built facility that year, supporting expanded research and production. In 1998, the MicroAutoBox was introduced as a compact, complete prototyping system designed for in-vehicle applications, enabling on-road testing of control algorithms in real-world conditions. Concluding the decade, 1999 brought the launch of TargetLink, the pioneering production code generator for electronic control units (ECUs) derived from MATLAB/Simulink models, streamlining the transition from simulation to deployable software. That year, dSPACE also became a founding member of ASAM e.V., the Association for Standardization of Automation and Measuring Systems, contributing to industry-wide standards for measurement and automation interfaces.

Expansion and Milestones (2000–2019)

In the early 2000s, dSPACE began expanding its operations beyond , establishing key project centers and subsidiaries to support growing demand for its and control prototyping solutions. In 2000, the company opened a project center near to serve the automotive industry's needs in . This was followed in 2001 by the founding of dSPACE Sarl, its first French subsidiary, enhancing local support for European customers. By 2002, dSPACE launched MotionDesk, a tool for real-time 3D animation in simulations, and established a project center near while founding dSPACE Ltd. in the UK to strengthen its presence in these regions. The mid-2000s marked further product innovations and global outreach, aligning with emerging automotive standards. In 2003, AutomationDesk was introduced to automate testing processes, streamlining development workflows. dSPACE joined as a premium member in 2004 and released the MicroAutoBox hardware supporting and protocols, facilitating advanced communication in vehicle systems. The company's achievements were recognized in 2005 with the Frost & Sullivan Award for "Leading Manufacturing Test Company of the Year," and it founded dSPACE Japan K.K. to tap into the Asian market. By the late 2000s, dSPACE focused on certifications and Asian expansion to build credibility in safety-critical applications. In 2009, its TargetLink code generator received TÜV SÜD certification under and standards, enabling certified production code for automotive software. That year, dSPACE also opened operations in through dSPACE Mechatronic Control Technology (Shanghai) Co., Ltd., supporting the region's burgeoning automotive sector. In 2010, the company relocated its headquarters to a new facility in , , accommodating increased scale. The 2010s saw dSPACE achieve significant workforce and product milestones, solidifying its leadership in simulation technology. Reaching 1,000 employees in 2012 highlighted rapid growth, coinciding with the launch of the VEOS simulation environment for embedded systems and for . That year, dSPACE also donated a professorship in at the University of Paderborn to advance academic-industry collaboration. The company celebrated its 25th anniversary in 2013, reflecting on two decades of innovation. In 2014, a new project center near was established to serve major German automakers. Continued partnerships and hardware advancements defined the latter half of the decade. In 2016, formed a with Intempora to integrate advanced timing solutions into its offerings, and launched the MicroLabBox, a versatile lab device for prototyping. The 30th anniversary in 2018 underscored 's enduring impact, marked by the release of the MicroAutoBox Embedded SPU for processing-intensive tasks in autonomous driving applications.

Recent Growth and Transitions (2020–present)

In 2019, dSPACE acquired the startup understand.ai, enhancing its capabilities in AI-based solutions for autonomous driving development, including automated generation for training and testing perception systems. This move integrated understand.ai's expertise in and into dSPACE's portfolio, supporting end-to-end validation for advanced driver assistance systems. Building on this, completed the full acquisition of Intempora in July 2020, incorporating its real-time multisensor software tools for data management and synchronization in autonomous vehicle applications. The integration expanded 's offerings for handling complex sensor data streams, enabling more efficient prototyping and validation processes in connected and automated driving scenarios. To bolster its global footprint, dSPACE established dSPACE Korea Co. Ltd. in in June 2021, providing localized sales, engineering support, and consulting services to meet the growing demand for solutions in the Asian automotive market. In April 2023, the company founded dSPACE India Solutions Private Limited in , marking its direct presence in to serve the region's expanding engineering and software development needs. This was followed by the creation of dSPACE Nordic AB in early 2024, a fully owned with offices in and , Sweden, to deliver tailored support for customers in and validation technologies. A significant structural transition occurred in 2025 when the founding Hanselmann family orchestrated a generational , reorganizing dSPACE into a global group structure to ensure long-term stability and innovation focus. On April 29, 2025, the company publicly announced this change, expressing gratitude to its workforce for their contributions to dSPACE's growth and commitment to future advancements. Concurrently, dSPACE released version 2025-A of its product lineup in May 2025, introducing key innovations such as enhanced flexible I/O support for hardware like MicroLabBox II, improved modeling and tools, and new automotive models for electric and autonomous scenarios. These updates have facilitated more efficient data-driven development, particularly in applications like autonomous driving. In November 2025, dSPACE announced a new radar solution for end-of-line and periodic technical inspection (PTI) tests of radar sensors, to be demonstrated at CES 2026, further advancing its hardware testing capabilities for automotive applications.

Core Applications

Control Design

Control design at dSPACE GmbH represents the foundational stage in developing control algorithms for complex systems, leveraging methodologies to create and refine virtual models before physical implementation. This process integrates seamlessly with and environments through the Real-Time Interface (RTI), a software package that enables engineers to build and simulate control algorithms directly within Simulink models without manual coding. RTI extends Simulink Coder capabilities to support continuous-time, discrete-time, and multirate systems, allowing for drag-and-drop configuration of (I/O) blocks that with dSPACE hardware. The approach is particularly tailored to mechatronic systems prevalent in the automotive and sectors, where control algorithms must manage interactions between mechanical components, electronics, and software. In automotive applications, such as advanced driver assistance systems (ADAS) and control, dSPACE tools facilitate the modeling of inputs like and yaw rate, alongside outputs for or braking systems. Similarly, in , supports and flight control systems, incorporating simulations of electromechanical s and environmental s to ensure robust performance under varying conditions. RTI's I/O blocks, including analog-to-digital converters () for signal acquisition and digital-to-analog converters (DAC) for commands, enable precise representation of these elements, promoting accurate virtual testing of mechatronic behaviors. A key emphasis in dSPACE's is establishing accuracy as a prerequisite for subsequent prototyping phases, ensuring that models closely mirror real-world dynamics to minimize risks in . This involves comprehensive consistency checks on model parameters, such as voltage ranges and sample rates, to validate I/O configurations and prevent discrepancies between and physical responses. By prioritizing high-fidelity plant and controller modeling in , engineers can iterate designs rapidly, replacing abstract models with real I/O interfaces only when benchmarks confirm reliability. This preparatory rigor supports a smooth transition to prototyping, where validated algorithms are deployed on for further evaluation.

Rapid Control Prototyping (RCP)

Rapid Control Prototyping (RCP) at involves the implementation and testing of algorithms developed in environments like / directly on hardware platforms, enabling engineers to bypass traditional software-only design phases for faster hardware-based validation. This approach allows for the rapid deployment of controller prototypes in actual dynamic systems, such as or machinery, to assess performance under real-world conditions. 's RCP solutions integrate seamlessly with tools, automatically generating executable code from models for deployment on dedicated hardware. Central to dSPACE's RCP offerings is hardware like the MicroAutoBox, a compact, rugged system designed for both laboratory bench testing and in-vehicle prototyping. The MicroAutoBox supports real-time execution of complex models at high sampling rates, handling multi-rate systems and providing bypass capabilities to override existing electronic control units (ECUs). Other platforms, such as MicroLabBox and SCALEXIO, extend this functionality with modular I/O configurations for diverse applications, including and controls. These systems facilitate on-site tuning and debugging through integrated software tools like ControlDesk, which offer and parameter adjustment in . The primary benefits of dSPACE's RCP lie in its support for iterative development cycles in highly dynamic systems, where rapid modifications to strategies can be tested immediately without extensive recoding or hardware changes. By enabling early validation with physical sensors and actuators, RCP significantly reduces the time from initial concept to functional , often cutting timelines by weeks or months in automotive and projects. This iterative process enhances algorithm robustness, allowing engineers to refine responses to nonlinear behaviors and disturbances observed in real environments. dSPACE RCP hardware provides comprehensive support for automotive communication interfaces, including CAN, , and , which are essential for early-stage testing and . These interfaces enable the prototype controllers to interface directly with vehicle networks, simulating interactions and validating signal exchanges without full production hardware. This capability is particularly valuable in and , where compliance must be verified early to avoid downstream issues. The prototyped outputs from RCP can subsequently feed into hardware-in-the-loop simulations for more comprehensive system-level testing.

Production Code Generation and ECU Autocoding

dSPACE's TargetLink is a production code generator that automates the creation of deployable C code for electronic control units () directly from and Stateflow models, enabling seamless transition from design to implementation in embedded systems. This tool supports the generation of code, fixed- and floating-point implementations, and C++ for Adaptive , ensuring high efficiency and compliance with automotive standards. TargetLink holds certifications from TÜV SÜD for up to ASIL D, as well as and , confirming its reliability for safety-critical software development in the automotive sector. It also provides native support for Classic and Adaptive Platforms, facilitating the production of standardized, traceable code that meets functional safety requirements. The process begins with in , where TargetLink generates optimized production code through automated workflows, including model-in-the-loop (), software-in-the-loop (SIL), and processor-in-the-loop (PIL) simulations for early . Optimization features, such as run-time analysis and metrics, tailor the code for resource-constrained embedded ECUs, followed by integration testing and final flashing to the target hardware. This end-to-end approach minimizes discrepancies between models and deployed code, with built-in tools like the TargetLink ensuring centralized management of variables and parameters. In safety-critical applications such as advanced driver assistance systems (ADAS), TargetLink significantly reduces manual coding errors by automating code production, which eliminates human-induced inconsistencies and enhances for audits. A three-step process—comparing model and code behavior—further bolsters reliability, allowing developers to focus on function optimization rather than error-prone hand-coding. It integrates briefly with calibration tools for parameter tuning post-deployment, streamlining the overall ECU software lifecycle.

Hardware-in-the-Loop (HIL) Simulation

Hardware-in-the-Loop (HIL) simulation at dSPACE involves integrating real electronic control units (s) into a simulated environment to test their functionality under realistic conditions without requiring physical prototypes. This approach enables early validation of ECU behavior in response to simulated inputs and outputs, reducing development time and costs in . dSPACE's HIL systems, such as the DS100x processor-based simulators introduced in earlier generations, provided foundational capabilities for mid-size testing setups, including processor boards and dedicated I/O boards like the DS2211 for handling signals from components. The modern SCALEXIO platform represents dSPACE's advanced solution for HIL, offering a modular and scalable system designed specifically for plant simulation in complex environments. SCALEXIO supports extensive I/O capabilities through boards like the DS6202 for digital signals and DS6242 for analog outputs, allowing seamless connection to sensors (e.g., wheel speed or ) and actuators (e.g., brakes or motors) to mimic real-world interactions. These systems facilitate via integrated tools such as the DS6807 Fault Insertion Board or External Failure Insertion Units (FIUs), which simulate electrical faults like short circuits or broken wires across up to 270 channels, ensuring ECUs respond correctly to anomalies. dSPACE HIL systems have been pivotal in compliance testing since 1995, when the company delivered its first turnkey simulator for / test benches, enabling precise validation of braking and stability control under simulated dynamic conditions. For full testing, SCALEXIO integrates with models like the Automotive Simulation Models (ASM) , supporting ECU development for systems such as electronic stability programs and by replicating multi-body vehicle behavior in real-time. The platform's scalability extends to emerging applications, including autonomous driving through sensor-realistic simulations for , , and camera inputs, and electric vehicles (EVs) via specialized setups like the SCALEXIO Smart Charging Power HIL EV Tester for validating charging components and powertrains.

Calibration and Parameterization

dSPACE provides specialized tools for the calibration and parameterization of electronic control units (s), enabling engineers to fine-tune control parameters in real-time during testing and validation phases. Central to this process is ControlDesk, a software platform that facilitates direct access to ECU parameters through standard protocols such as XCP and CCP, allowing for seamless adjustment and measurement without interrupting ongoing simulations. This tool supports synchronized data capture from multiple sources, including ECUs and bus systems, ensuring accurate parameterization in dynamic environments. ControlDesk further enhances calibration workflows with comprehensive data and capabilities, such as graphical displays, tables, and automated , which help identify optimal parameter values based on performance metrics. In hardware-in-the-loop (HIL) or vehicle-integrated settings, it enables automated scripts for repetitive calibration tasks, reducing manual effort and improving reproducibility across test runs. For instance, engineers can log responses during simulated driving scenarios and visualize trends to refine parameters like response or distribution. Complementing these features, SYNECT serves as a solution with integrated variant management, automatically supplying relevant parameter sets for ECU calibration tailored to specific vehicle configurations or environmental conditions. This ensures that production s maintain consistent performance across diverse variants, such as different engine types or regional adaptations, by centralizing signal and parameter handling throughout the development lifecycle. SYNECT's capabilities integrate with tools to streamline updates, minimizing errors in variant-specific deployments.

Product Evolution

Early Hardware and Software Launches

dSPACE's early hardware and software launches in the late 1980s and 1990s laid the foundation for its role in simulation and development, beginning with pioneering systems for hardware-in-the-loop (HIL) testing and . These initial products addressed the growing need for efficient development of electronic control units (ECUs) in automotive and mechatronic applications, integrating (DSP) technology with simulation environments. In 1989, introduced its first HIL simulator, enabling the testing of control systems in a simulated without physical prototypes, and its inaugural development system based on for control technology and . This -based system allowed engineers to implement and validate algorithms in , marking a significant advancement over traditional offline methods. The following year, in 1990, launched the first development system featuring a floating-point , which improved computational and speed for complex control tasks, facilitating broader adoption in engineering workflows. By 1993, the company released the DS1102, a compact single-board controller combining a with integrated I/O capabilities, designed for streamlined applications. Complementing this, the RTI (Real-Time Interface) provided the first integration of a system with /, allowing users to seamlessly transfer Simulink models to for execution and enabling rapid control prototyping in a familiar modeling environment. In 1994, dSPACE advanced its offerings with the first multiprocessor for development systems, supporting to handle more demanding simulations, and introduced , a that simplified system configuration, monitoring, and data visualization. The 1995 launch of the first turnkey HIL simulator tailored for an / represented a milestone in application-specific solutions, providing pre-configured and software for and testing, which reduced setup times and enhanced reliability in automotive . In 1996, dSPACE unveiled what was then the fastest globally, powered by a top-of-the-range , capable of executing high-fidelity models at unprecedented speeds to meet the requirements of advanced dynamic simulations. Further innovation came in 1998 with the MicroAutoBox, a portable, complete prototyping system optimized for in-vehicle use, featuring robust I/O and capabilities that allowed engineers to test algorithms directly on prototypes without extensive lab infrastructure. Finally, in 1999, TargetLink debuted as the first production code generator for ECUs derived from /Simulink models, automating the creation of efficient, certifiable C code and bridging the gap between simulation and deployment in safety-critical systems. These early launches collectively established dSPACE's ecosystem for design, where tools like RTI and TargetLink supported iterative development from model to production.

Key Integrated Systems

In the early 2000s, dSPACE advanced its product portfolio by integrating hardware and software solutions to support complex and testing workflows, particularly for automotive systems. These integrated systems combined capabilities with and tools, enabling engineers to streamline prototyping, testing, and data handling in a unified environment. Key developments during this period emphasized seamless between components, reducing setup times and enhancing accuracy in model-based development processes. One of the foundational integrated systems was MotionDesk, launched in 2002 as a tool. It provided visualization of hardware-in-the-loop (HIL) simulations, allowing users to animate , data, and control responses in immersive 3D environments. Integrated with dSPACE's like the AutoBox, MotionDesk facilitated the analysis of complex scenarios such as crash tests or drive cycles by streaming live data for immediate feedback, thereby bridging simulation outputs with visual validation. This integration supported advanced workflows by enabling synchronized with experimental control software, improving debugging and presentation of results. Building on this, AutomationDesk was introduced in 2003 as a software tool designed for model-based testing. It allowed graphical creation and execution of test sequences, integrating directly with dSPACE's simulation platforms to automate repetitive tasks like parameter sweeps and . By combining scripting libraries with hardware interfaces, AutomationDesk enabled efficient and compliance verification, often used in conjunction with ControlDesk for experiment management. This system marked a shift toward automated, repeatable workflows, reducing manual intervention in HIL setups and supporting scalable test campaigns. In 2004, dSPACE released the FlexRay/LIN variant of the MicroAutoBox, a compact prototyping hardware unit enhanced with support for and bus protocols. This integration allowed the MicroAutoBox—a standalone —to interface with high-speed deterministic networks, facilitating in-vehicle prototyping of distributed . The combined the 's I/O capabilities with protocol-specific modules, enabling seamless communication in multi-node architectures like those in or applications. It supported advanced workflows by allowing rapid deployment of models onto hardware while handling bus timing and synchronization, essential for validating networked ECUs. Advancing into the 2010s, VEOS debuted in 2012 as a PC-based offline platform for ECUs (V-ECUs) and models. It integrated software-generated from tools like TargetLink with PC execution, supporting SIL testing without dedicated hardware. VEOS enabled scalable simulations of bus systems and vehicle models, often linked with dSPACE's tools for continuity. This system optimized early development phases by allowing distributed, cloud-compatible runs, thus accelerating iteration cycles before hardware involvement. Complementing VEOS, SYNECT was also launched in 2012 as a comprehensive and platform. It unified handling of models, parameters, test cases, and results across development teams, integrating with AutomationDesk and other dSPACE tools for and . SYNECT's server-based architecture supported variant management and automated workflows, ensuring consistency in large-scale projects. By centralizing data flows, it enhanced in integrated environments, from to testing. The MicroLabBox, introduced in 2016, represented a hardware-software integration tailored for laboratory-based rapid control prototyping and HIL applications. This all-in-one unit featured high-resolution I/O, a powerful processor, and compatibility with /, allowing direct model deployment and real-time execution. Integrated with software like ControlDesk, it supported multifunctional testing setups, such as and PWM generation, in a compact . Its design emphasized ease of integration for educational and R&D workflows, providing cost-effective scalability for multi-domain simulations. Finally, the MicroAutoBox Embedded SPU (Sensor Processing Unit), released in 2018, integrated high-performance sensor data processing with the MicroAutoBox platform for in-vehicle applications. It combined FPGA-based acceleration for fusion algorithms with robust I/O for cameras, , and , enabling real-time data recording and preprocessing. This system supported advanced driver assistance systems (ADAS) by integrating seamlessly with prototyping hardware, allowing on-road validation of perception functions. Its embedded design facilitated workflows from algorithm development to deployment, enhancing reliability in dynamic environments.

Modern Solutions and Innovations

In 2019, dSPACE integrated understand.ai's AI-based tools into its portfolio, enabling automated data annotation, anonymization, and scenario generation specifically for validating autonomous driving systems. This integration allows engineers to derive realistic test scenarios from recorded sensor , such as extracting critical driving situations for , thereby accelerating the development of algorithms in ADAS and autonomous vehicles. The seamless connection with dSPACE's data logging solutions enhances the efficiency of creation, reducing manual effort while ensuring high-quality, diverse datasets for training. Building on this, the 2020 incorporation of Intempora's software tools expanded dSPACE's capabilities in data collaboration and for autonomous systems. Intempora's solutions facilitate multisensor and in environments, supporting ISO 26262-compliant processes for safety-critical applications. These tools enable collaborative workflows across distributed teams, allowing for efficient sharing and analysis of complex vehicle data streams, which is essential for validating interconnected and automated driving functions. The Release 2025-A, launched in May 2025, introduces targeted enhancements for networked, electric, and autonomous vehicles, with significant expansions in ADAS and validation. Key features include new fuel cell simulation parameters in the Automotive Simulation Models () for heavy-duty electric vehicles, improved emissions modeling for electrified powertrains, and advanced power supply controls in SCALEXIO for precise testing. For ADAS, it adds complex scenarios like multilevel underground parking in demos, alongside enhanced bus protocols (e.g., J1939-76) in Bus Manager for networked communications and VEOS support for virtual ECUs with integration. These innovations, including AURELION synchronization for sensor simulation and shared data interfaces for models, streamline AI-driven validation pipelines, enabling scalable, end-to-end testing of autonomous and electrified systems. In November 2025, continued its innovations with the release of AURELION 25.3 on November 6, enhancing sensor-realistic simulation for autonomous driving. This version introduces improved custom environment integration, ground-truth sensor cone visualization in , support for beam divergence, and unified sensor postprocessing, providing more flexible capabilities for simulating complex scenarios. Additionally, on November 18, 2025, announced DARTS ARROW, a compact target simulator operating in the 76–81 GHz range for end-of-line (EOL) and periodic technical inspection (PTI) testing of radar-based ADAS. It simulates distances up to 500 meters and speeds up to ±700 km/h, configurable as monostatic or bistatic setups to validate safety functions like emergency braking.

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