概要
自動車の安全基準が高度なチャイルドプレゼンス検知（CPD）を義務付ける中で、60GHzレーダーはプライバシーを保護しつつ非接触でセンシング可能な重要技術として注目されています。
しかし、生のADCデータから高解像度レーダー信号を処理し、微細な動きによるバイタルサインを抽出する処理は、一般的な組込みプロセッサでは計算能力および消費電力の限界に直面します。
本セッションでは、MulticoreWareが実機ハードウェアを用いて、複雑なレーダーアルゴリズムをCadence DSPアーキテクチャへネイティブにマッピングし、これらの計算ボトルネックをどのように克服したかを解説します。
講演者情報
MulticoreWare Inc.
Mobility & Transportation BU
Technology & Program Architect
Mr. Kaviraj Sankar
Cadence Design Systems,Inc.
Tensilica Product Group
Director of Automotive Product Management and Marketing for Vision, Audio,Radar,Lidar and AI DSP’s
Amit Kumar
【職歴】
◆Mr. Kaviraj Sankar
Kaviraj Sankar is a technical solutions architect at MulticoreWare Inc., specializing in the intersection of Radar, Digital Signal Processing (DSP), and Edge AI. With deep expertise in hardware-software co-design, Kaviraj has successfully implemented complex multi-chip cascade radar signal processing and developed full-stack radar solutions for intelligent traffic and vital signs monitoring. As a recognized innovator in edge computing, he also holds a patent for deploying advanced transformer architectures on DSPs for Edge AI processing. Kaviraj focuses on pushing the boundaries of smart sensing and autonomous intelligent systems by bringing high-performance AI directly to edge devices.
◆Amit Kumar
Amit Kumar is a senior business line leader with 20+ years of global experience in semiconductors and IP segments focused on Product management & Marketing, Application engineering, Business development and Key strategic management roles with specialization in Automotive ADAS/AD and Robotics applications. Amit holds a bachelor’s degree in Electronics, Diploma is Computer science and Master’s degree in Business administration with specialization in marketing and finance.
Mobility & Transportation BU
Technology & Program Architect
Mr. Kaviraj Sankar
Cadence Design Systems,Inc.
Tensilica Product Group
Director of Automotive Product Management and Marketing for Vision, Audio,Radar,Lidar and AI DSP’s
Amit Kumar
【職歴】
◆Mr. Kaviraj Sankar
Kaviraj Sankar is a technical solutions architect at MulticoreWare Inc., specializing in the intersection of Radar, Digital Signal Processing (DSP), and Edge AI. With deep expertise in hardware-software co-design, Kaviraj has successfully implemented complex multi-chip cascade radar signal processing and developed full-stack radar solutions for intelligent traffic and vital signs monitoring. As a recognized innovator in edge computing, he also holds a patent for deploying advanced transformer architectures on DSPs for Edge AI processing. Kaviraj focuses on pushing the boundaries of smart sensing and autonomous intelligent systems by bringing high-performance AI directly to edge devices.
◆Amit Kumar
Amit Kumar is a senior business line leader with 20+ years of global experience in semiconductors and IP segments focused on Product management & Marketing, Application engineering, Business development and Key strategic management roles with specialization in Automotive ADAS/AD and Robotics applications. Amit holds a bachelor’s degree in Electronics, Diploma is Computer science and Master’s degree in Business administration with specialization in marketing and finance.