公开(公告)号：US11528066B2

公开(公告)日：2022-12-13

申请号：US17040474

申请日：2018-07-12

申请人： Intel Corporation

发明人： Oner Orhan ,  Ehsan Aryafar ,  Brent Carlton ,  Nageen Himayat ,  Christopher Hull ,  Navid Naderializadeh ,  Hosein Nikopour ,  Stefano Pellerano ,  Mustafijur Rahman ,  Shilpa Talwar ,  Jing Zhu

IPC分类号： H04B7/06 ,  H04B7/0456 ,  H04W16/28 ,  H04W72/12 ,  H04W88/12

摘要： Methods, apparatus, and computer-readable media are described to use multi-finger beamforming for multimeter wave communications. A base station associates with first and second user equipment. Weight sum rates are determined for the user equipment. Transmissions are scheduled to the user equipment based on the weight sum rates. Data is encoded for the first user equipment and transmitted based on the schedule. Data is encoded for the second user equipment and transmitted based on the schedule. The transmissions are multiplexed in the power domain.

公开(公告)号：US20210028840A1

公开(公告)日：2021-01-28

申请号：US17040474

申请日：2018-07-12

申请人： Intel Corporation

发明人： Oner Orhan ,  Ehsan Aryafar ,  Brent Carlton ,  Nageen Himayat ,  Christopher Hull ,  Navid Naderializadeh ,  Hosein Nikopour ,  Stefano Pellerano ,  Mustafijur Rahman ,  Shilpa Talwar ,  Jing Zhu

IPC分类号： H04B7/06 ,  H04B7/0456 ,  H04W72/12 ,  H04W16/28 ,  H04W88/12

摘要： Methods, apparatus, and computer-readable media are described to use multi-finger beamforming for multimeter wave communications. A base station associates with first and second user equipment. Weight sum rates are determined for the user equipment. Transmissions are scheduled to the user equipment based on the weight sum rates. Data is encoded for the first user equipment and transmitted based on the schedule. Data is encoded for the second user equipment and transmitted based on the schedule. The transmissions are multiplexed in the power domain.

公开(公告)号：US20230189319A1

公开(公告)日：2023-06-15

申请号：US17921549

申请日：2021-06-26

申请人： Intel Corporation

发明人： Mustafa Riza Akdeniz ,  Nageen Himayat ,  Ravikumar Balakrishnan ,  Sagar Dhakal ,  Mark R. Eisen ,  Navid Naderializadeh

IPC分类号： H04W72/542 ,  H04W24/02 ,  G06N3/08

CPC分类号： H04W72/542 ,  H04W24/02 ,  G06N3/08

摘要： In one embodiment, a machine learning (ML) model for determining radio resource management (RRM) decisions is updated, with ML model parameters being shared between RRM decision makers to update the model. The updates may include local operations (between an AP and UE pair) to update local primal and dual parameters of the ML model, and global operations (between other devices in the network) to exchange/update global parameters of the ML model.

公开(公告)号：US20190116560A1

公开(公告)日：2019-04-18

申请号：US16159236

申请日：2018-10-12

申请人： Intel Corporation

发明人： Navid Naderializadeh ,  Hosein Nikopour ,  Shilpa Talwar ,  Oner Orhan ,  Bahareh Sadeghi ,  Carlos Cordeiro ,  Hassnaa Moustafa

IPC分类号： H04W52/24 ,  H04W72/08 ,  H04W24/02 ,  H04W52/28

摘要： Aspects for interference mitigation in ultra-dense networks are described.

公开(公告)号：US20230422096A1

公开(公告)日：2023-12-28

申请号：US18450318

申请日：2023-08-15

申请人： Intel Corporation

发明人： Wei Mao ,  Murali Narasimha ,  Jaemin Han ,  Meryem Simsek ,  Hosein Nikopour ,  Sudeep Palat ,  Navid Naderializadeh

IPC分类号： H04W28/08 ,  H04W28/086

CPC分类号： H04W28/0933 ,  H04W28/086 ,  H04W84/047

摘要： Various embodiments herein provide techniques for integrated access and backhaul (IAB) nodes. For example, embodiments include techniques associated with: rate-proportional routing for network coding; utilizing multiple routes in IAB networks; user equipment (UE) and parent selection for efficient topology in IAB networks; establishing efficient IAB topologies; and/or adaptive coded-forwarding for network coding. Other embodiments may be described and claimed.

公开(公告)号：US11751100B2

公开(公告)日：2023-09-05

申请号：US17014945

申请日：2020-09-08

申请人： Intel Corporation

发明人： Wei Mao ,  Murali Narasimha ,  Jaemin Han ,  Meryem Simsek ,  Hosein Nikopour ,  Sudeep Palat ,  Navid Naderializadeh

IPC分类号： H04W28/08 ,  H04W28/086 ,  H04W84/04

CPC分类号： H04W28/0933 ,  H04W28/0804 ,  H04W84/047

摘要： Various embodiments herein provide techniques for integrated access and backhaul (IAB) nodes. For example, embodiments include techniques associated with: rate-proportional routing for network coding; utilizing multiple routes in IAB networks; user equipment (UE) and parent selection for efficient topology in IAB networks; establishing efficient IAB topologies; and/or adaptive coded-forwarding for network coding. Other embodiments may be described and claimed.

公开(公告)号：US20220377614A1

公开(公告)日：2022-11-24

申请号：US17712050

申请日：2022-04-01

申请人： Intel Corporation

发明人： Ravikumar Balakrishnan ,  Nageen Himayat ,  Arjun Anand ,  Mustafa Riza Akdeniz ,  Sagar Dhakal ,  Mark R. Eisen ,  Navid Naderializadeh

IPC分类号： H04W28/08 ,  H04W28/02

摘要： An apparatus of a transmitter computing node n (TX node n) of a wireless network, one or more computer readable media, a system, and a method. The apparatus includes one or more processors to: implement machine learning (ML) based training rounds, each training round including: determining a local action value function Qn(hn, an; θn) corresponding to a value of performing a radio resource management (RRM) action an at a receiving computing node n (RX node n) associated with TX node n using policy parameter θn and based on hn, hn including channel state information at RX node n; and determining, based on an overall action value function Qtot at time t, an estimated gradient of an overall loss at time t for overall policy parameter θt(∇Lt(θt)), wherein Qtot corresponds to a mixing of local action value functions Qi(hi, ai; θi) for all TX nodes i in the network at time t including TX node n; and determine, in response to a determination that ∇Lt(θt) is close to zero for various values of t during training, a trained local action value function Qn,trained to generate a trained action value relating to data communication between TX node n and RX node n.

公开(公告)号：US20210058826A1

公开(公告)日：2021-02-25

申请号：US17014945

申请日：2020-09-08

申请人： Intel Corporation

发明人： Wei Mao ,  Murali Narasimha ,  Jaemin Han ,  Meryem Simsek ,  Hosein Nikopour ,  Sudeep Palat ,  Navid Naderializadeh

IPC分类号： H04W28/08

摘要： Various embodiments herein provide techniques for integrated access and backhaul (IAB) nodes. For example, embodiments include techniques associated with: rate-proportional routing for network coding; utilizing multiple routes in IAB networks; user equipment (UE) and parent selection for efficient topology in IAB networks; establishing efficient IAB topologies; and/or adaptive coded-forwarding for network coding. Other embodiments may be described and claimed.