スマートホールディングス List of Products and Services

We provide engineering services for HMI development for automotive OEMs. We have a proven track record in the entire development process of HMI development! *Development process: Specification review / Design / Implementation / Evaluation 【Features】 ■ Specification Development - Prototyping/PoC development for HMI display operation specifications - Development of HMI operation specification documents - HMI graphic development - Development of in-vehicle multimedia software (IVI) interfaces (specification review, implementation) ■ Evaluation - Establishment of usability evaluation environments - Creation of virtual 3D simulation environments such as VR/AR/MR - Communication studies for in-vehicle CAN, development of ECU simulation applications (making CANoe usable across various vehicles) ■ Others - Benchmarking research considering the latest information (trends) and historical changes from other companies *For more details, please refer to the related links or feel free to contact us.

Our company has extensive experience in the development of in-vehicle control software for automotive OEMs, and we are capable of connecting various systems, including those represented by ADK. We can support a wide range of development activities, including organizing requirements for autonomous driving systems and improving development efficiency, integrating and calibrating ECUs and sensors for MaaS vehicles, and evaluating in-vehicle systems! 【Achievements】 ■ Development of communication control specifications between vehicles and autonomous driving systems - Examination of communication interface specifications and evaluations between autonomous driving systems and automotive equipment systems - Support for selecting autonomous driving components that can be repurposed from commercial products In cases where direct integration is difficult, we also propose the development of a Vehicle Control Interface Box (VCIB). ◇ Example of Vehicle Control Interface Box (VCIB) development - Consideration of the installation of the I/F BOX in the vehicle - Management of the development schedule and planning - Coordination and negotiation with automotive OEMs and system vendors to establish collaboration with related components *For more details, please refer to the materials or feel free to contact us.

We provide engineering services related to the analysis and interpretation of development data in automotive OEM development. Our company has a strong background in evaluating key in-vehicle technologies (OTA, cybersecurity, in-vehicle communication (CAN/Ethernet), diagnostics, etc.). We conduct everything from scenario planning to evaluation environment setup to evaluation (xILS, actual equipment) in a one-stop manner! We not only assess the quality of evaluation results in development but also address compliance with regulations and propose improvements for the efficiency and automation of analysis and interpretation tasks. 【Features】 ■ Responsible for data analysis/interpretation of numerous functions - Evaluation data analysis for ADAS development - Evaluation data analysis for OTA development - Evaluation data analysis for AD (autonomous driving) functions - Analysis of evaluation results for in-vehicle communication functions ■ Tools and software used for measurement/analysis/interpretation - Panel4 - QGIS - DBeaver ■ Implementing improvement proposals based on analysis/interpretation results - Efficiency improvements for testing/analysis/interpretation - Automation of testing/analysis/interpretation - Improvements in analysis processes and methods *For more details, please refer to the materials or feel free to contact us.

There is a problem of insufficient GPU memory for training large deep learning networks, while GPUs are expensive compared to HDDs and DRAM, making expansion difficult. By utilizing other hardware, it is possible to train large networks using only a single GPU! 【Technical Details】 ■ Data transfer to HDD using CUDA Unified Memory - Users can transfer data from GPU memory to Host memory without being aware of the transfer. - A technology has been implemented to transfer data to HDD when Host memory is insufficient by extending the Nvidia Driver. ■ Analysis of computation graphs - Development of a technology that keeps only the necessary data in the GPU, moving others to Host memory or storage, and transferring them back to the GPU when computation is likely needed. *For more details, please download the PDF or feel free to contact us.