Artifi cial Intelligence Technology Figure 3: AI-powered voice command model
object avoidance and enhance safety on the road. Additionally, the robot can have a GNSS sensor for accurate path planning, while integrated AI models for object segmentation and detection allow it to identify target objects and seamlessly navigate to its destination.
360-degree visibility and beyond Renesas’ IP See with Sound (SWS) technology enables this robot concept to detect distant emergency vehicles and accurately detect the Angle of Arrival (AoA) of approaching emergency vehicles, allowing it to either stop or adjust its path to a given way. This capability grants the robot 360-degree visibility and the
ability to detect moving objects from a considerable distance.
By integrating acoustic sensing with its line-of-sight sensor suite, the e-delivery robot gains a more comprehensive awareness of its surroundings, enhancing the overall system and road safety. Equipped with multiple microphones and powered by advanced AI models, the robot can precisely detect AoA, ensuring high accuracy in real-time detection and navigation to lower accidents on the road.
Voice command control The embedded microphones on this e-delivery robot enable a seamless communication interface with users. By
leveraging an AI-powered voice command model, the robot can be directly controlled through these commands, allowing users to interact with it more naturally. This functionality is made possible through a set of predefi ned voice commands that are directly integrated into the hardware.
Self-maintenance of on-device condition monitoring and predictive maintenance With its advanced embedded AI capabilities, this robot concept eliminates the need for scheduled maintenance and reduces manpower needs. It continuously monitors the health and status of its motors, providing real-time diagnostics
of issues such as unbalanced loads or shaft misalignment on one side or weight identifi cation of the cargo placed on it. Advanced delivery robots with a high level of road safety consideration are made possible when powered by state- of-the-art Renesas hardware enabled by the Renesas Reality AI software. These technologies represent a significant leap forward in autonomous logistics. From intelligent object detection and path planning to real-time health diagnostics and voice-controlled interaction, every feature is designed to enhance efficiency, safety, and user experience. By seamlessly integrating innovative sensor fusion, acoustic awareness, and predictive maintenance, this concept robot navigates its environment with precision, optimized performance, and reliability. To fi nd out more about the available embedded processors, reference voice kit designs, evaluation kits, and development environment, including Renesas partner solutions that can help to jumpstart the next robot development, please visit:
www.renesas.com/ai.
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