Scene adaptive radar

• Main Authors: STEFFAN MAXIMILIAN, SANTRA AVIK, ZEVADES, LAURENT
• Format: Patent
• Language: Chinese; English
• Published: 17.02.2023
• Subjects: ANALOGOUS ARRANGEMENTS USING OTHER WAVES; CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION ORRERADIATION OF RADIO WAVES; MEASURING; PHYSICS; RADIO DIRECTION-FINDING; RADIO NAVIGATION; TESTING

The invention relates to a scene adaptive radar. In one embodiment, a method includes: receiving first radar data from a millimeter wave radar sensor; receiving the hyper-parameter set by using a radar processing link; generating a first radar processing output using a radar processing chain based on the first radar data and the hyper-parameter set; updating a set of hyper-parameters based on the first radar processing output using a hyper-parameter selection neural network; receiving second radar data from the millimeter wave radar sensor; and generating a second radar processing output using the radar processing chain based on the second radar data and the updated set of hyper-parameters. 本公开涉及场景自适应雷达。在一个实施例中，一种方法包括：从毫米波雷达传感器接收第一雷达数据；用雷达处理链接收超参数集合；基于第一雷达数据和超参数集合，使用雷达处理链生成第一雷达处理输出；使用超参数选择神经网络基于第一雷达处理输出更新超参数集合；从毫米波雷达传感器接收第二雷达数据；以及基于第二雷达数据和所更新的超参数集合使用雷达处理链生成第二雷达处理输出。