Self-supervised passive positioning using wireless data

• Main Authors: ZANJANI, F. HAZVENIAN, BUESKER BRIAN MICHAEL, CADAMPORT, IAN, ALEXANDER, MOHANTY BIBHU, POLIKLI, FARROKH, M, MERLIN SIMONE, JOSHI, HRISHIKESH, SORIAGA JOSEPH BINAMIRA, KALMANOV ILYA, VIGUNTA VINAY, DIJKMAN DANIEL HENDRICUS FRANCISCUS
• Format: Patent
• Language: Chinese; English
• Published: 24.11.2023
• Subjects: ANALOGOUS ARRANGEMENTS USING OTHER WAVES; 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

Systems, methods, and non-transitory media for performing passive radio frequency (RF) position detection operations are disclosed. In some aspects, RF data, such as an RF signal including channel state information (CSI), may be received from a wireless device. The RF data may be provided to a self-supervised machine learning architecture configured to perform object position estimation. 公开了用于执行被动射频(RF)位置检测操作的系统、方法和非瞬态介质。在一些方面，可以从无线设备接收RF数据，诸如包括信道状态信息(CSI)的RF信号。可以将该RF数据提供给被配置成执行对象位置估计的自监督式机器学习架构。