Morteza Kheirkhah's patent portfolio
Since the year 2019, I have filed 36 patents related to wireless
technologies, specifically 5G and 6G technologies. Out of these
36 patents, 17 have been filed with a PCT so far; the remaining
will be filed in the near future. The technology behind these
patents has been mostly presented to 3GPP in multiple working
groups, including SA2 and RAN2. Finally, I am a lead author of
16 patents (almost half of my filed patents). The patents are
listed as follows:
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Mohamed Kassem, Morteza Kheirkhah, Mahesh Marina,
Apparatus and Methods for Wireless Data Communication Using
Spectrum White Spaces. Filed on July 2020 by the University
of Edinburgh, Scotland, UK.
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Morteza Kheirkhah, Ulises Olvera-Hernandez, Tezcan
Cogalan, Mona Ghassemian, Architecture Enhancements to Unify
Network Data Analytics Services for 3GPP
Systems. Provisional Filed on 08.10.2021. File Ref:
2021P00274 US. [SA2]
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Guanzhou Wang, Ulises Olvera-Hernandez, Zhibi
Wang, Morteza Kheirkhah, System and Methods for Real-time
QoS Monitoring and Prediction. Filed date:
21.01.2022. Provisional file Ref: 2022P00014
US. [SA2]
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Ulises Olvera-Hernandez, Xiaoyan Shi, Alec Brusilovsky,
Achref Methenni, Michael Starsinic, Morteza
Kheirkhah, Zhibi Wang, System and Methods for
performance monitoring and reporting to support AIML
operation. Filing date: 27.01.2022. Filing ref:
63/303,758. [SA2]
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Morteza Kheirkhah, Ulises Olvera-Hernandez, Guanzhou
Wang, Zhibi Wang, System and Methods for Native 3GPP Support
of Artificial Intelligence and Machine Learning
Operations. Filing date: 27.01.2022. Filing ref:
63/303772. [SA2]
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Morteza Kheirkhah, Ulises Olvera-Hernandez, Guanzhou
Wang, Zhibi Wang, System and Methods to Support Federated
Machine Learning Operations by Optimizing Network Resource
Utilization. Filing date: 27.01.22. Filing ref:
63/303693. [SA2]
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Zhibi Wang, Morteza Kheirkhah, Alec Brusilovsky,
Ulises Olvera-Hernandez, Methods and Apparatus for Enhanced
Security in Federated Learning Machine Learning Operations
in a Communication Network. Filing date: 02.02.2022. Filing
ref: 63/305,941. [SA2]
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Zhibi Wang, Morteza Kheirkhah, Alec Brusilovsky,
Ulises Olvera-Hernandez, Samir Ferdi, Enhancements to the
3GPP System to Support AI/ML operation driven-UE Selection
Based on Trustworthiness. [SA2]
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Zhibi Wang, Alec Brusilovsky, Achref Methenni, Morteza
Kheirkhah Enhancements to the 3GPP System to Support
Federated Learning Applications-Intermediate Model Privacy
Violation Detection. Submitted date:
23.03.2022. [SA3]
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Guanzhou Wang, Ulises Olvera-Hernandez, Alec Brusilovsky,
Morteza Kheirkhah, Achref Methenni, System and
Methods for Supporting Self-adaptive QoS Flow and
Profile. Submitted on 23.03.2022. [SA2]
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Ulises Olvera-Hernandez, Morteza Kheirkhah, Guanzhou
Wang, Achref Methenni, Enhancements to the 3GPP System to
AI/ML operations based on AF guidance. Submitted on
23.03.2022. [SA2]
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Ulises Olvera-Hernandez, Morteza Kheirkhah, Achref
Methenni, Guanzhou Wang, Route Selection in a Wireless
Communication System. [SA2]
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Morteza Kheirkhah, Ulises Olvera-Hernandez, Guanzhou
Wang, Zhibi Wang, System and Methods to support AI/ML
Operations of a group of UEs for Federated
Learning. Submitted on 23.03.2022. [SA2]
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Tezcan Cogalan, Morteza Kheirkhah, Alain Mourad,
Ulises Olvera-Hernandez, Saad Ahmed, Methods for
analytics-aided user plane optimization. Submitted date:
23.03.2022. [SA2]
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Morteza Kheirkhah, Ulises Olvera-Hernandez, Guanzhou
Wang, Zhibi Wang, Alec Brusilovsky, Samir Ferdi, System and
Methods to Support Federated Machine Learning Operations by
Optimizing Network Resource Utilization and Enabling Network
Exposure to UE. Submitted on 29.04.2022. [SA2]
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Achref Methenni, Ulises Olvera-Hernandez, Morteza
Kheirkhah, Samir Ferdi, Alec Brusilovsky, Methods for
Federated Learning as a Network Service (FLaaS) with user
Consent, submitted on 30.04.2022. [SA2/SA3]
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Morteza Kheirkhah, Ulises Olvera-Hernandez, Zhibi
Wang, Alec Brusilovsky, Samir Ferdi, System and Methods to
support optimized information exposure to UE via the control
plane or the user plane. 30.04.2022. [SA2]
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Carlos Bernardos, Alain Mourad, Morteza Kheirkhah,
Tezcan Cogalan, Methods for integrating support for
reliability and availability in mobile networks. Submitted
on 25.07.2022. [SA1/SA2]
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International Patent Application No. PCT/US2023/034116, filed September 9, 2023
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Jung Je Son, Ulises Olvera-Hernandez, Morteza
Kheirkhah, Zhibi Wang, Guanzhou Wang, Achref Methenni,
UE-initiated application AIML FL member
withdraw. Submitted on 03.08.2022. [SA2]
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Jung Je Son, Ulises Olvera-Hernandez, Morteza
Kheirkhah, Zhibi Wang, Guanzhou Wang, Achref Methenni,
Dynamic AI/ML splitting negotiation between WTRU and AF
considering availability of PC5 based AI/ML and
server-based AI/ML. Submitted on 03.08.2022. [SA2]
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Jung Je Son, Ulises Olvera-Hernandez, Morteza
Kheirkhah, Zhibi Wang, Guanzhou Wang, Achref Methenni,
Dynamic WTRU configuration for local AI/ML
service. Submitted on 03.08.2022. [SA2]
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Jung Je Son, Ulises Olvera-Hernandez, Morteza
Kheirkhah, Zhibi Wang, Guanzhou Wang, Achref Methenni,
Enhancement of discovery and PC5 connection for PC5 based
AI/ML. Submitted on 03.08.2022. [SA2]
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Zhibi Wang, Ulises Olvera-Hernandez, Alec Brusilovsky, Jung
Je Son, Morteza Kheirkhah, Authorization of
Application Function for Policy Management. Submitted on
04.08.2022. [SA3]
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Ulises Olvera-Hernandez, Michael Starsinic, Morteza
Kheirkhah, Jung Je Son, Zhibi Wang, Enhancements to the
3GPP System to Map Traffic Categories to application AIML
operation types. Submitted on 30.09.2022. [SA2]
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International Patent Application
No. PCT/US2023/75510, filed on
September 29, 2023.
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Oumer Teyeb, Morteza Kheirkhah, Winee Lutchoomun,
Yugeswar Deenoo Narayanan, RRC State optimization for
Federated Learning. Submitted on 26.10.2022. [RAN2]
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Morteza Kheirkhah, Oumer Teyeb, Winee Lutchoomun,
Yugeswar Deenoo Narayanan, System and Methods to Modify the
QoS Flow Rules at UE to Support Artificial Intelligence and
Machine Learning Operations. Submitted on
27.10.2022. [RAN2]
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Morteza Kheirkhah, Oumer Teyeb, Winee Lutchoomun,
Yugeswar Deenoo Narayanan, System and Methods to Dynamically
Select a Radio Bearer to Meet the Requirements of AIML
Operations. Submitted on 28.10.2022. [RAN2]
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Jung Je Son, Guanzhou Wang, Ulises
Olvera-Hernandez, Morteza Kheirkhah, Achref Methenni,
Zhibi Wang, PC5 Based AIML Splitting. Submitted on
29.10.2022. [SA1/SA2/RAN2]
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Morteza Kheirkhah, Ulises Olvera-Hernandez, Jung Je
Son, Guanzhou Wang, Zhibi Wang, Achref Methenni, Samir
Ferdi, Michelle Perras, System and Methods to Improve the
Performance of Federated Learning via Sidelink
Communications. Submitted on
30.10.2022. [SA2/RAN2/CT1]
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Morteza Kheirkhah (60%), Chadi Kirallah (30%), Jonas
Sedin (10%), Method and Apparatus for selection of a radio
bearer type in dual-connectivity deployment that supports
AI/ML. [RAN2/3]
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Patent
App# GB2301932.6;
Submitted on 10.02.2023 by Samsung Electronics Co., Ltd.
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Morteza Kheirkhah (50%), Mahmoud Watfa, (20%), Chadi
Kirallah (10), David Gutierrez Estevez (10%), Dan Warren
(10%), Method and Apparatus for Using Sidelink to Support
AI.ML Operations. [SA2/RAN2/3]
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Patent
App# GB2301728.8;
Submitted on 07.02.2023 by Samsung Electronics Co., Ltd.
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Morteza Kheirkhah (70%), Jonas Sedin (30%), Methods
and Apparatus to Improve Packet Delivery in DC
Deployments. [RAN2/3]
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Patent
App# GB2305074.3;
Submitted on 2023.04.05 by Samsung Electronics Co., Ltd.
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Morteza Kheirkhah (60%), David Gutierrez Estevez
(30%), Mahmoud Watfa (10%). A New Control Plane Protocol
Stack Architecture to Support Service Based Interface for
NG-RAN and UE. [RAN2]
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Patent
App# GB2304575.0;
Submitted on 2023.03.29 by Samsung Electronics Co., Ltd.
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Morteza Kheirkhah (60%), Chadi Kirallah (25%), David
Gutierrez Estevez (15%), Method and Apparatus for AIML Data
Delivery and Collection Over User Plane in 3GPP Systems.
[RAN2/RAN3/SA2]
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Patent
App# GB2305221.0;
Submitted on 2023.04.06 by Samsung Electronics Co., Ltd.
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Morteza Kheirkhah (60%), Chadi Kirallah (40%),
Methods and Apparatus to Dynamically Handle AIML Data in the
3GPP Systems. [RAN2/RAN3]
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Patent App#
GB2306950.3;
Submitted on 2023.05.11 by Samsung Electronics Co., Ltd.
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Morteza Kheirkhah (100%), A New Architecture for the
6G UE to Handle AI/ML QoS Flows Dynamically. Submitted on
2023.07.01 by Samsung Electronics UK.
[RAN2/SA2/CT1]