Patents by Inventor Oner Orhan

Oner Orhan has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Methods and devices for radio resource scheduling in radio access networks
    Patent number: 12659983
    Abstract: A device may include a processor configured to provide input data that is based on channel information representative of attributes associated with one or more established communication channels of a plurality of communication devices to a trained machine learning model configured to determine a score for each of the plurality of communication devices based on the input data, wherein the score represents a likelihood of the respective communication device to be scheduled for a communication resource to perform a communication, determine, for the communication resource, one or more communication devices from the plurality of communication devices based on the determined score for each of the plurality of communication devices, and provide an output to schedule the communication resource for the one or more communication devices.
    Type: Grant
    Filed: July 29, 2022
    Date of Patent: June 16, 2026
    Assignee: Intel Corporation
    Inventors: Oner Orhan, Hosein Nikopour
  • Artificial Intelligence (AI) Network Enhancement with Peer to Peer Links
    Publication number: 20260164258
    Abstract: An artificial intelligence (AI) edge user equipment (AEU) may establish one or more peer to peer connections (P2P) with a UE to form connected UEs via a discovery procedure; transmit, to a base station (BS) in a first control message, capability information of each of the one or more connected UEs; transmit, via the one or more P2P connections, configuration information to each of the one or more connected UEs; receive, via the one or more P2P connections, data from each of the one or more connected UEs based on the configuration information; and transmit, to the BS via a third control message, the collected data from one or more of the one or more connected UEs for one or more artificial intelligence (AI) models.
    Type: Application
    Filed: September 27, 2023
    Publication date: June 11, 2026
    Inventors: Peng Cheng, Onur Sahin, Oner Orhan, Ralf Rossbach, Ahmed M. Soliman, Haijing Hu, Arnab Roy
  • RAN AWARE PROACTIVE MULTI-PACKET LINK ADAPTATION
    Publication number: 20260089552
    Abstract: Embodiments herein include a UE that receives one or more packets of a downlink packet set from a network node. The UE may identify a remaining delay budget and a remaining packet error budget for remaining packets of the downlink packet set based on Key Performance Indicator (KPI) requirements. The UE may perform a packet error prediction for the remaining packets, and perform a link adaptation operation based on the prediction and the remaining delay budget. A network node may perform similar actions on an uplink packet set.
    Type: Application
    Filed: August 29, 2025
    Publication date: March 26, 2026
    Inventors: Onur Sahin, Arnab Roy, Oner Orhan, Norman Goris, Ahmed M. Soliman, Ayman F. Naguib, Ping-Heng Kuo, Ralf Rossbach
  • DYNAMIC SIDELINK (SL) AUTONOMOUS CHANNEL ACCESS
    Publication number: 20260067909
    Abstract: Described herein are solutions for dynamic sidelink (SL) autonomous channel selection access. A user equipment (UE) can initiate a sensing window based on a prediction of transport block (TB) generation. A SL-capable UE operating in mode 2 can predict an arrival of a TB in a buffer of the UE and can initiate monitoring of the channel for a configured duration before the predicted arrival of the TB. A sensing and selection window size can be adapted based on traffic quality of service (QoS). The UE can dynamically adapt the sensing and selection windows based on a predicted priority or QoS of the future TBs. These and many other features and examples are described herein.
    Type: Application
    Filed: August 30, 2024
    Publication date: March 5, 2026
    Inventors: Arnab ROY, Ahmed M. SOLIMAN, Zhibin WU, Onur SAHIN, Norman GORIS, Oner ORHAN, Henning SANNECK, Ayman F. NAGUIB
  • User scheduling using a graph neural network
    Patent number: 12490288
    Abstract: The present disclosure relates to a device for use in a wireless network, the device including: a processor configured to: provide input data to a trained graph neural network model, the input data being indicative of a graph representation of a plurality of wireless communication devices, wherein the trained graph neural network model is configured to provide output data being indicative of a scheduled user set including the plurality of wireless communication devices; and instruct user scheduling of the plurality of wireless communication devices based on the output data of the trained graph neural network model.
    Type: Grant
    Filed: December 15, 2021
    Date of Patent: December 2, 2025
    Assignee: Intel Corporation
    Inventors: Vasuki Narasimha Swamy, Oner Orhan, Hosein Nikopour, Shilpa Talwar
  • APPLICATION FUNCTION INFLUENCED NETWORK AND QUALITY OF EXPERIENCE PROVISIONING
    Publication number: 20250310215
    Abstract: Techniques are described herein for paging adaption. An example, method includes receiving, from a user equipment (UE), a request for configuration optimization information for an application. The method can further include causing a first machine learning model at an application function (AF) to generate first intermediate results based at least in part on the request and collaborative analytics information from the UE. The method can further include accessing second intermediate results generated using a second machine learning model at a network data and analytics function (NWDAF). The method can further include causing a third machine learning model at the AF to predict a quality of experience (QoE) label metric associated with the application based at least in part on the first intermediate results and the second intermediate result.
    Type: Application
    Filed: February 28, 2025
    Publication date: October 2, 2025
    Applicant: Apple Inc.
    Inventors: Arnab Roy, Ahmed M. Soliman, Ayman F. Naguib, Norman Goris, Oner Orhan, Onur Sahin, Sudeep Manithara Vamanan
  • Antenna units, radiation and beam shape of antenna units, and methods thereof
    Patent number: 12424738
    Abstract: Monodirectional antennas may be arranged to radiate in a near omni-directional pattern. By incorporating switches into the antenna arrangement, the antennas can be controlled to selectively radiate from a common radiofrequency feed. These arrangements may be packaged in a housing, which may aid both in antenna performance and in antenna installation. According to another aspect of the disclosure, housings may include a plurality of antennas, and one or more procedures may be implemented to determine a codebook to radiate from the circular arrangement according to various beam constrains.
    Type: Grant
    Filed: December 24, 2019
    Date of Patent: September 23, 2025
    Assignee: Intel Corporation
    Inventors: Seong-Youp John Suh, Timo Sakari Huusari, Shuhei Yamada, Oner Orhan, Jose Rodrigo Camacho Perez
  • Graph neural network and reinforcement learning techniques for connection management
    Patent number: 12375968
    Abstract: The present disclosure provides connection management techniques based on graph neural networks (GNN) and deep reinforcement learning (DRL) to optimize user association and load balancing. A graph structure of a communication network is considered for the GNN architecture and DRL is used to learn parameters of the GNN algorithm/model. Connection management is defined as a combinatorial graph optimization problem, and the DRL mechanism uses the underlying graph to learn weights of the GNN for an optimal user connections or associations. The connection management techniques can consider local network features to make better decisions to balance network traffic load while network throughput is also maximized. Implementations are provided based on edge computing frameworks include the Open RAN (O-RAN) architecture. Other embodiments may be described and/or claimed.
    Type: Grant
    Filed: December 23, 2021
    Date of Patent: July 29, 2025
    Assignee: Intel Corporation
    Inventors: Oner Orhan, Vasuki Narasimha Swamy, Marcel Nassar, Hosein Nikopour, Shilpa Talwar
  • Beam management and antenna calibration in MIMO systems
    Patent number: 12301297
    Abstract: Millimeter-wave (mmWave) and sub-mmWave technology, apparatuses, and methods that relate to transceivers and receivers for wireless communications are described. The various aspects include an apparatus of a communication device including an antenna array and processing circuitry coupled to the antenna array. The processing circuitry is configured to initialize a beam tracking algorithm based on received signals received at the antenna array, wherein antenna phases used in the beam tracking are bound by an upper phase limit and a lower phase limit, to generate a beam tracking result. The processing circuitry is further configured to generate a calibration vector based on the beam tracking result and receive subsequent transmissions using a codebook adapted based on the calibration vector.
    Type: Grant
    Filed: May 6, 2024
    Date of Patent: May 13, 2025
    Assignee: Intel Corporation
    Inventors: Oner Orhan, Hosein Nikopour, Shilpa Talwar, Dor Shaviv, Roya Doostnejad, Adesoji J. Sajuyigbe
  • ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING TECHNOLOGIES FOR WIRELESS COMMUNICATION
    Publication number: 20250113190
    Abstract: The present application relates to devices and components, including apparatus, systems, and methods for an application function (AF) direct access to a radio access network (RAN) management function.
    Type: Application
    Filed: August 29, 2024
    Publication date: April 3, 2025
    Applicant: Apple Inc.
    Inventors: Sudeep Manithara Vamanan, Arnab Roy, Oner Orhan, Walter Featherstone, Onur Sahin, Krisztian Kiss, Ahmed M. Soliman
  • Reinforcement learning (RL) and graph neural network (GNN)-based resource management for wireless access networks
    Patent number: 12245052
    Abstract: A computing node to implement an RL management entity in an NG wireless network includes a NIC and processing circuitry coupled to the NIC. The processing circuitry is configured to generate a plurality of network measurements for a corresponding plurality of network functions. The functions are configured as a plurality of ML models forming a multi-level hierarchy. Control signaling from an ML model of the plurality is decoded, the ML model being at a predetermined level (e.g., a lowest level) in the hierarchy. The control signaling is responsive to a corresponding network measurement and at least second control signaling from a second ML model at a level that is higher than the predetermined level. A plurality of reward functions is generated for training the ML models, based on the control signaling from the MLO model at the predetermined level in the multi-level hierarchy.
    Type: Grant
    Filed: September 23, 2021
    Date of Patent: March 4, 2025
    Assignee: Intel Corporation
    Inventors: Vasuki Narasimha Swamy, Hosein Nikopour, Oner Orhan, Shilpa Talwar
  • Wireless communication technology, apparatuses, and methods
    Patent number: 12237589
    Abstract: Millimeter wave (mmWave) technology, apparatuses, and methods that relate to transceivers, receivers, and antenna structures for wireless communications are described. The various aspects include co-located millimeter wave (mmWave) and near-field communication (NFC) antennas, scalable phased array radio transceiver architecture (SPARTA), phased array distributed communication system with MIMO support and phase noise synchronization over a single coax cable, communicating RF signals over cable (RFoC) in a distributed phased array communication system, clock noise leakage reduction, IF-to-RF companion chip for backwards and forwards compatibility and modularity, on-package matching networks, 5G scalable receiver (Rx) architecture, among others.
    Type: Grant
    Filed: May 2, 2022
    Date of Patent: February 25, 2025
    Assignee: Intel Corporation
    Inventors: Erkan Alpman, Arnaud Lucres Amadjikpe, Omer Asaf, Kameran Azadet, Rotem Banin, Miroslav Baryakh, Anat Bazov, Stefano Brenna, Bryan K. Casper, Anandaroop Chakrabarti, Gregory Chance, Debabani Choudhury, Emanuel Cohen, Claudio Da Silva, Sidharth Dalmia, Saeid Daneshgar Asl, Kaushik Dasgupta, Kunal Datta, Brandon Davis, Ofir Degani, Amr M. Fahim, Amit Freiman, Michael Genossar, Eran Gerson, Eyal Goldberger, Eshel Gordon, Meir Gordon, Josef Hagn, Shinwon Kang, Te Yu Kao, Noam Kogan, Mikko S. Komulainen, Igal Yehuda Kushnir, Saku Lahti, Mikko M. Lampinen, Naftali Landsberg, Wook Bong Lee, Run Levinger, Albert Molina, Resti Montoya Moreno, Tawfiq Musah, Nathan G. Narevsky, Hosein Nikopour, Oner Orhan, Georgios Palaskas, Stefano Pellerano, Ron Pongratz, Ashoke Ravi, Shmuel Ravid, Peter Andrew Sagazio, Eren Sasoglu, Lior Shakedd, Gadi Shor, Baljit Singh, Menashe Soffer, Ra'anan Sover, Shilpa Talwar, Nebil Tanzi, Moshe Teplitsky, Chintan S. Thakkar, Jayprakash Thakur, Avi Tsarfati, Yossi Tsfati, Marian Verhelst, Nir Weisman, Shuhei Yamada, Ana M. Yepes, Duncan Kitchin
  • Low power mmWave receiver architecture with spatial compression interface
    Patent number: 12184316
    Abstract: A receiver circuit associated with a communication device is disclosed. The receiver circuit comprises a digital data compression circuit configured to receive a plurality of digital receive signals derived from a plurality of analog receive signals respectively associated with the receiver circuit. The digital data compression circuit is further configured to compress the plurality of digital receive signals to form one or more compressed digital data signals based thereon, to be provided to an input output (I/O) interface associated therewith. In some embodiments, a compressed digital signal dimension associated with the one or more compressed digital data signals is less than a digital signal dimension associated with the plurality of digital receive signals.
    Type: Grant
    Filed: August 23, 2022
    Date of Patent: December 31, 2024
    Assignee: Apple Inc.
    Inventors: Oner Orhan, Hosein Nikopour, Peter Sagazio, Farhana Sheikh, Junyoung Nam, Shilpa Talwar
  • Spatial thermal density reduction for MMWAVE antenna arrays
    Patent number: 12149311
    Abstract: An apparatus, method and computer readable medium for special thermal density reduction by antenna thinning. A system comprises N transmit/receive (TX/RX) chains, where each TX/RX chain comprises an RFFE and each RFFE comprises one or more thermal sensors configured to measure heat in the RFFE. An antenna array coupled to the plurality of TX/RX chains. A codebook that comprises a plurality of code words configured to respond to real-time heat measurements from the thermal sensors in each TX/RX chain is configured to switch off selected TX/RX chains to reduce thermal density at the antenna array while maintaining M RFFEs switched on, where M<N and the desired beamforming gain is 10 log 10(M).
    Type: Grant
    Filed: May 26, 2022
    Date of Patent: November 19, 2024
    Assignee: Apple Inc.
    Inventors: Oner Orhan, Brent Elliott, Hosein Nikopour, Eren Sasoglu, Shilpa Talwar
  • Wireless chip to chip communication with selective frequency multiplexing with different modulation schemes
    Patent number: 12088329
    Abstract: A transmitter for chip to chip communication may include a modulator and a transmit frequency converter. The modulator may modulate a first received signal according to a first modulation scheme. The modulator may also modulate a second received signal according to a second modulation scheme. The transmit frequency converter may center the first received signal on a first frequency that does not comprise a phase within a radio frequency (RF) domain to generate a first centered signal. The transmit frequency converter may also center the second received signal on a second frequency that comprises a phase within the frequency band to generate a second centered signal. The second centered signal may be orthogonal to the first centered signal. A frequency gap may be positioned between the first centered signal and the second centered signal within the frequency band.
    Type: Grant
    Filed: December 23, 2020
    Date of Patent: September 10, 2024
    Assignee: Intel Corporation
    Inventors: Mehnaz Rahman, Oner Orhan, Hosein Nikopour
  • BEAM MANAGEMENT AND ANTENNA CALIBRATION IN MIMO SYSTEMS
    Publication number: 20240297723
    Abstract: Millimeter-wave (mmWave) and sub-mmWave technology, apparatuses, and methods that relate to transceivers and receivers for wireless communications are described. The various aspects include an apparatus of a communication device including an antenna array and processing circuitry coupled to the antenna array. The processing circuitry is configured to initialize a beam tracking algorithm based on received signals received at the antenna array, wherein antenna phases used in the beam tracking are bound by an upper phase limit and a lower phase limit, to generate a beam tracking result. The processing circuitry is further configured to generate a calibration vector based on the beam tracking result and receive subsequent transmissions using a codebook adapted based on the calibration vector.
    Type: Application
    Filed: May 6, 2024
    Publication date: September 5, 2024
    Inventors: Oner Orhan, Hosein Nikopour, Shilpa Talwa, Dor Shaviv, Roya Doostnejad, Adesoji J. Sajuyigbe
  • Methods and devices for signal demodulation
    Patent number: 12074753
    Abstract: A communication device including one or more processors configured to determine a first signal component of a received modulated signal; determine a second signal component of the received modulated signal; generate a phase shift of the first signal component; generate a phase shift of the second signal component; compare the phase shift of the first signal component and the phase shift of the second signal component with each other; and generate a plurality of constellation points, wherein each of the plurality of constellation point is based on the determination of the first signal component, the determination of the second signal component, and the comparison.
    Type: Grant
    Filed: December 23, 2020
    Date of Patent: August 27, 2024
    Assignee: Intel Corporation
    Inventors: Oner Orhan, Hosein Nikopour, Mehnaz Rahman
  • WIRELESS COMMUNICATION TECHNOLOGY, APPARATUSES, AND METHODS
    Publication number: 20240243477
    Abstract: Millimeter wave (mmWave) technology, apparatuses, and methods that relate to transceivers, receivers, and antenna structures for wireless communications are described. The various aspects include co-located millimeter wave (mmWave) and near-field communication (NFC) antennas, scalable phased array radio transceiver architecture (SPARTA), phased array distributed communication system with MIMO support and phase noise synchronization over a single coax cable, communicating RF signals over cable (RFoC) in a distributed phased array communication system, clock noise leakage reduction, IF-to-RF companion chip for backwards and forwards compatibility and modularity, on-package matching networks, 5G scalable receiver (Rx) architecture, among others.
    Type: Application
    Filed: February 15, 2024
    Publication date: July 18, 2024
    Inventors: Erkan Alpman, Arnaud Lucres Amadjikpe, Omer Asaf, Kameran Azadet, Rotem Banin, Miroslav Baryakh, Anat Bazov, Stefano Brenna, Bryan K. Casper, Anandaroop Chakrabarti, Gregory Chance, Debabani Choudhury, Emanuel Cohen, Claudio Da Silva, Sidharth Dalmia, Saeid Daneshgar Asl, Kaushik Dasgupta, Kunal Datta, Ofir Degani, Amr M. Fahim, Amit Freiman, Michael Genossar, Eran Gerson, Eyal Goldberger, Eshel Gordon, Meir Gordon, Josef Hagn, Shinwon Kang, Te Yu Kao, Noam Kogan, Mikko S. Komulainen, Igal Yehuda Kushnir, Saku Lahti, Mikko M. Lampinen, Naftali Landsberg, Wook Bong Lee, Run Levinger, Albert Molina, Resti Montoya Moreno, Tawfiq Musah, Nathan G. Narevsky, Hosein Nikopour, Oner Orhan, Georgios Palaskas, Stefano Pellerano, Ron Pongratz, Ashoke Ravi, Shmuel Ravid, Peter Andrew Sagazio, Eren Sasoglu, Lior Shakedd, Gadi Shor, Baljit Singh, Menashe Soffer, Ra'anan Sover, Shilpa Talwar, Nebil Tanzi, Moshe Teplitsky, Chintan S. Thakkar, Jayprakash Thakur, Avi Tsarfati, Marian Verhelst, Yossi Tsfati, Nir Weisman, Shuhei Yamada, Ana M. Yepes, Duncan Kitchin
  • Beam management and antenna calibration in MIMO systems
    Patent number: 12009875
    Abstract: Millimeter-wave (mmWave) and sub-mmWave technology, apparatuses, and methods that relate to transceivers and receivers for wireless communications are described. The various aspects include an apparatus of a communication device including an antenna array and processing circuitry coupled to the antenna array. The processing circuitry is configured to initialize a beam tracking algorithm based on received signals received at the antenna array, wherein antenna phases used in the beam tracking are bound by an upper phase limit and a lower phase limit, to generate a beam tracking result. The processing circuitry is further configured to generate a calibration vector based on the beam tracking result and receive subsequent transmissions using a codebook adapted based on the calibration vector.
    Type: Grant
    Filed: December 27, 2019
    Date of Patent: June 11, 2024
    Assignee: Intel Corporation
    Inventors: Oner Orhan, Hosein Nikopour, Shilpa Talwar, Dor Shaviv, Roya Doostnejad, Adesoji J. Sajuyigbe
  • Wireless communication technology, apparatuses, and methods
    Patent number: 11955732
    Abstract: Millimeter wave (mmWave) technology, apparatuses, and methods that relate to transceivers, receivers, and antenna structures for wireless communications are described. The various aspects include co-located millimeter wave (mmWave) and near-field communication (NFC) antennas, scalable phased array radio transceiver architecture (SPARTA), phased array distributed communication system with MIMO support and phase noise synchronization over a single coax cable, communicating RF signals over cable (RFoC) in a distributed phased array communication system, clock noise leakage reduction, IF-to-RF companion chip for backwards and forwards compatibility and modularity, on-package matching networks, 5G scalable receiver (Rx) architecture, among others.
    Type: Grant
    Filed: December 27, 2022
    Date of Patent: April 9, 2024
    Assignee: Intel Corporation
    Inventors: Erkan Alpman, Arnaud Lucres Amadjikpe, Omer Asaf, Kameran Azadet, Rotem Banin, Miroslav Baryakh, Anat Bazov, Stefano Brenna, Bryan K. Casper, Anandaroop Chakrabarti, Gregory Chance, Debabani Choudhury, Emanuel Cohen, Claudio Da Silva, Sidharth Dalmia, Saeid Daneshgar Asl, Kaushik Dasgupta, Kunal Datta, Brandon Davis, Ofir Degani, Amr M. Fahim, Amit Freiman, Michael Genossar, Eran Gerson, Eyal Goldberger, Eshel Gordon, Meir Gordon, Josef Hagn, Shinwon Kang, Te Yu Kao, Noam Kogan, Mikko S. Komulainen, Igal Yehuda Kushnir, Saku Lahti, Mikko M. Lampinen, Naftali Landsberg, Wook Bong Lee, Run Levinger, Albert Molina, Resti Montoya Moreno, Tawfiq Musah, Nathan G. Narevsky, Hosein Nikopour, Oner Orhan, Georgios Palaskas, Stefano Pellerano, Ron Pongratz, Ashoke Ravi, Shmuel Ravid, Peter Andrew Sagazio, Eren Sasoglu, Lior Shakedd, Gadi Shor, Baljit Singh, Menashe Soffer, Ra'anan Sover, Shilpa Talwar, Nebil Tanzi, Moshe Teplitsky, Chintan S. Thakkar, Jayprakash Thakur, Avi Tsarfati, Yossi Tsfati, Marian Verhelst, Nir Weisman, Shuhei Yamada, Ana M. Yepes, Duncan Kitchin