-
公开(公告)号:US20240219510A1
公开(公告)日:2024-07-04
申请号:US18603153
申请日:2024-03-12
IPC分类号: G01S5/02
CPC分类号: G01S5/02525 , G01S5/02523 , G01S5/02529
摘要: Some embodiments of the present disclosure provide a manner to enabling high-resolution sensing, localization, imaging, and environment reconstruction capabilities in a wireless communication system. A radio frequency (RF) map of the environment includes coarse location and orientation information for at least one reflector and at least one targeted device of the wireless communication system. A fine sensing procedure may involve using the information in the RF map to carry out sensing in a more limited region of the environment. The second stage may employ a sensing signal configuration provided to at least one device to be sensed in the limited region, so that the at least one device may assist in the sensing.
-
公开(公告)号:US20240133995A1
公开(公告)日:2024-04-25
申请号:US18047946
申请日:2022-10-18
IPC分类号: G01S5/02
CPC分类号: G01S5/02525 , G01S5/0264
摘要: In an aspect, a method performed by a network node includes obtaining a first plurality of radio frequency fingerprint positioning (RFFP) measurements corresponding to a plurality of known displacements between positions of a user equipment (UE); and training a positioning model to provide a position estimate of the UE, wherein the training of the positioning model is at least based on the first plurality of RFFP measurements and the known displacements between the positions of the UE corresponding to the first plurality of RFFP measurements.
-
公开(公告)号:US11953612B2
公开(公告)日:2024-04-09
申请号:US17338971
申请日:2021-06-04
发明人: Lichen Yao , Pepijn Boer , Jac Romme
IPC分类号: G01S13/84 , G01S5/02 , H04B17/318
CPC分类号: G01S5/0246 , G01S5/02525 , G01S5/0268 , H04B17/318
摘要: A method of ranging between a first and a second radio signal transceiver comprises calculating a preliminary estimate of a value proportional to a one-way frequency domain channel response, for a frequency of a plurality of frequencies and for each of a first antenna combination and a second antenna combination of a plurality of antenna combinations; calculating a comparison value for the preliminary estimate, for the frequency and for each of the first antenna combination and the second antenna combination; determining, for the frequency and the first antenna combination, a corrected estimate of the value proportional to the one-way frequency domain channel response based on the preliminary estimate and the comparison value, for the first antenna combination and the second antenna combination; and performing a ranging calculation between the first and the second radio signal transceiver based on a plurality of such corrected estimates.
-
公开(公告)号:US11991734B2
公开(公告)日:2024-05-21
申请号:US17336031
申请日:2021-06-01
发明人: Torbjörn Wigren , Meng Wang
IPC分类号: H04W72/542 , G01S5/02 , G01S5/04 , H04W64/00 , H04W72/044 , H04W72/51
CPC分类号: H04W72/542 , G01S5/02525 , G01S5/0268 , G01S5/04 , H04W64/006 , H04W72/044 , H04W72/51
摘要: A method and a radio access device for performing the method for positioning of a target station (STA) by a radio access device. The method receives sounding feedback, from a target station (STA), for each of a plurality of subbands in response to sending a sounding signal, the sounding feedback comprising channel quality information for each subband of the plurality of subbands. The method calculates an angle-of-arrival (AoA) characteristic from the sounding feedback for at least a subset of the plurality of subbands and maps the AoA characteristics of the at least the subset of the plurality of subbands to a fingerprint in a fingerprint reference map. The method then determines the location of the target STA based on at least the fingerprint.
-
公开(公告)号:US20240027568A1
公开(公告)日:2024-01-25
申请号:US18479925
申请日:2023-10-03
CPC分类号: G01S5/02525 , G01S5/0257 , G01S5/0252 , G01S5/0226 , G01S5/0284 , G01S5/14
摘要: A system includes a plurality of wireless transmitters and a processor configured to: receive, from a mobile device, signal strengths of signals from the wireless transmitters as detected by the mobile device. The processor is also configured to determine a location of the mobile device in a vehicle, based on a distance from the mobile device to each of the wireless transmitters, as indicated by the received signal strengths and store the location of the mobile device as an occupant location.
-
公开(公告)号:US11689301B2
公开(公告)日:2023-06-27
申请号:US17054415
申请日:2019-04-22
发明人: Hirofumi Abe , Keihiro Ochiai , Hitoshi Seshimo
IPC分类号: H04B17/318 , G01S5/02 , H04W64/00
CPC分类号: H04B17/318 , G01S5/02524 , G01S5/02525 , H04W64/00
摘要: Time and effort to generate an electric field map to realize high-accuracy positioning is reduced. In an electric field map generation device (10) that generates an electric field map in which RSSI obtained when radio waves transmitted from a beacon (60) are observed at each of a plurality of points in the same space is associated with each of coordinates at the plurality of points, a radio wave strength acquisition unit (12) acquires RSSI observed at each of at least three observation points different in distance from the beacon (60), a space propagation characteristics estimation unit (14) estimates space propagation characteristics of the radio waves transmitted from the beacon (60) in the same space using the acquired RSSI at the observation points, a radio wave strength estimation unit (16) estimates RSSI at estimation points on the basis of the estimated space propagation characteristics and distances between the estimation points different from the observation points and the beacon (60), and a generation unit (18) generates the electric field map (26) using the RSSI at the observation points and the estimation points.
-
公开(公告)号:US20240230828A9
公开(公告)日:2024-07-11
申请号:US18047946
申请日:2022-10-19
IPC分类号: G01S5/02
CPC分类号: G01S5/02525 , G01S5/0264
摘要: In an aspect, a method performed by a network node includes obtaining a first plurality of radio frequency fingerprint positioning (RFFP) measurements corresponding to a plurality of known displacements between positions of a user equipment (UE); and training a positioning model to provide a position estimate of the UE, wherein the training of the positioning model is at least based on the first plurality of RFFP measurements and the known displacements between the positions of the UE corresponding to the first plurality of RFFP measurements.
-
公开(公告)号:US20240168124A1
公开(公告)日:2024-05-23
申请号:US18552231
申请日:2021-03-24
发明人: Lei NIU
IPC分类号: G01S5/02 , G01S5/00 , H04B17/318
CPC分类号: G01S5/02525 , G01S5/0063 , H04B17/328
摘要: A method, apparatus and computer program is described comprising: collecting mobile communication fingerprint data for signals between a user device and a plurality of communication nodes of a mobile communication system; organising the collected data into a feature matrix, wherein the feature matrix includes a user device location associated with each set of fingerprint data; generating a binomial expression of the system based on the collected data; processing the binomial expression (e.g. using a factorisation machine) to generate a reduced dimension binomial expression model; and calculating gradients and updating parameters of the reduced dimensional binomial expression model based on said gradients.
-
公开(公告)号:US20240142562A1
公开(公告)日:2024-05-02
申请号:US18051782
申请日:2022-11-01
IPC分类号: G01S5/02 , H04B17/364 , H04W24/10
CPC分类号: G01S5/02525 , H04B17/364 , H04W24/10
摘要: A signal time delay estimation method includes: obtaining, at an apparatus, a plurality of RFFPs (radio frequency fingerprints) each based on a plurality of signal measurements of respective signals transferred between respective ones of a plurality of wireless signal transfer devices; obtaining, at the apparatus, a plurality of locations corresponding to the plurality of wireless signal transfer devices; and implementing, at the apparatus, a machine-learning algorithm to provide at least one first indication of at least one first signal time delay to convert between a first wireless signal at a target device, of the plurality of wireless signal transfer devices, and a first baseband signal at the target device based on the plurality of RFFPs and the plurality of locations.
-
10.
公开(公告)号:US20230354248A1
公开(公告)日:2023-11-02
申请号:US18192937
申请日:2023-03-30
CPC分类号: H04W64/00 , H04L5/0051 , G01S5/02525
摘要: In an aspect, a user equipment (UE) transmits an uplink reference signal for positioning (RS-P) to one or more transmission reception points (TRPs). The TRP(s) or an location management function (LMF) extracts features from one or more uplink radio frequency fingerprint (RFFPs) of the uplink RS-P by one or more network components via one or more network-based machine learning (ML) feature extraction models, and sends the extracted features to the UE for position estimation. Other aspects are directed to UE-based round-trip RFFP position estimation session of a UE. Other aspects are directed to network-based round-trip RFFP position estimation of a UE. The UE-based round-trip RFFP position estimation and the network-based round-trip RFFP position estimation may be based on an uplink RFFP (e.g., SRS) of an uplink reference signal for positioning (RS-P) and a downlink RFFP of a downlink RS-P (e.g., DL PRS)
-
-
-
-
-
-
-
-
-