Patents by Inventor Sriram Rajagopal
Sriram Rajagopal 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).
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Publication number: 20240072937Abstract: A reliable wireless communication system needs good wireless signal detection and interference management. Traditional thinking for interference management mostly relies on interference cancellation or receiver design. In such a design, an interference issue occurs when a receiver is incapable of handling it. Various interference management embodiments are presented in the disclosure. Using HARQ retransmission incorporated with parameter changes, interference management may be improved through interference source control for more effective signal detection and interference management. Additionally, early termination parameters for decoding operation may be learned and implemented separately or jointly with HARQ retransmission. Furthermore, estimated interference power may be improved using machine-learning algorithm based on decoding statistics of the decoder.Type: ApplicationFiled: August 23, 2022Publication date: February 29, 2024Applicant: EdgeQ, Inc.Inventors: Shu WANG, Sriram RAJAGOPAL
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Patent number: 11917612Abstract: In a grant based system, a user equipment (UE) sends data in an uplink in a request-grant process. The UE first sending a scheduling request, a gNodeB processing the request and scheduling a grant sometime in future, then UE then either sending data if the grant is sufficient or requesting for another grant with more capacity to accommodate data sending. Such a proceeding could cause serious latency in network access. Described in the present patent disclosure are embodiments to reduce the access time by giving proactive grants through inspecting downlink (DL) data sent to the UE or uplink data being transmitted from the UE. The uplink data may be predictive since it maybe in lieu of requirement for sending a TCP acknowledgement for the DL TCP data scheduled earlier. For voice calls, a ML system for system may be deployed to predict when proactive UL grants may be given.Type: GrantFiled: July 6, 2021Date of Patent: February 27, 2024Assignee: EdgeQ, Inc.Inventors: Hersh Vardhan Shukla, Sriram Rajagopal
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Patent number: 11892948Abstract: In a typical data plane application, there is a packet dispatcher which receives packets from the underlying subsystem for distribution among various threads/processes for further processing. These threads/processes may run on various processing elements (PEs) and pass through multiple stages of processing. As new generation system-on-a-chip (SoC) architectures have multiple heterogeneous clusters with corresponding PEs, packet processing may traverse through multiple PEs in different clusters. Since latencies/performance for different clusters/PEs may be different, packet processing on the SoC may take a variable amount of time, which may lead to unpredictable latencies. The present disclosure provides embodiments to solve the problem of packet processing on heterogeneous clusters/PEs by providing a fast path enabler to the applications for SoC architecture awareness.Type: GrantFiled: March 27, 2022Date of Patent: February 6, 2024Assignee: EdgeQ, Inc.Inventors: Ankit Jindal, Pranavkumar Govind Sawargaonkar, Sriram Rajagopal
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Publication number: 20240007873Abstract: System and method embodiments are disclosed for wireless channel information sharing to improve system performance in a wireless communication system. A software convergence layer is incorporated to query and keep track of all clients connected with the wireless communication system through different wireless technologies, such as 5G and/or WLAN. The shared channel information may be modeled into a set of coordinates. For each coordinate, a set of operational parameters, such as beamforming weights, Tx and Rx rate, Tx power, and Rx gain on a per-channel basis are determined. These operational parameters are passed onto schedulers of the different wireless technologies, which then use these operational parameters when clients are around corresponding coordinates.Type: ApplicationFiled: June 29, 2022Publication date: January 4, 2024Applicant: EdgeQ, Inc.Inventors: Venkatesh SUKUMARAN, Sriram RAJAGOPAL, Rahul Sawhney
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Patent number: 11863393Abstract: System and method embodiments are disclosed for high availability management for open radio access network (O-RAN). The O-RAN may be deployed on cloud with the O-CU deployed on a region cloud, O-RUs deployed on a cell site O-Cloud, and O-DUs deployed on an edge cloud. Each O-RU may comprise one or more RF clusters, computation clusters, and interface clusters. O-RU instances and O-DU instances may be instantiated with redundancy on the cell site O-Cloud and on the edge cloud, respectively, to serve one or more users. Local and central high-availability (HA) managers may be used to monitor O-RU instance performance for failure prediction/detection and to monitor internal states of each O-DU instance. In response to O-RU instance failure or O-DU internal states beyond/below state thresholds, new O-RU or O-DU instances may be instantiated as replacement instances for O-Cloud high availability management.Type: GrantFiled: November 24, 2022Date of Patent: January 2, 2024Assignee: EdgeQ, Inc.Inventors: Gururaj Padaki, Sriram Rajagopal, Hariprasad Gangadharan
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Publication number: 20230397048Abstract: Described in the present disclosure are system and method embodiments for 5G and WLAN private network convergence to improve Quality of service (QoS) and Quality of experience (QoE) by switching, steering or splitting the traffic using a cognitive layer. The Cognitive layer may sense signal conditions and learn user preferences for traffic allocation between available Wi-Fi and 5G networks. In embodiments, the cognitive layer may comprise an Artificial Intelligence (AI) or Machine Learning (ML) module, signal conditions sensor, and user QoS/QoE aware schedulers. A cloud-based service controller may be incorporated to make decisions on user QoS and QoE allocation based on the cognitive layer input. Implementation of the network convergence embodiments may improve QoS/QoE.Type: ApplicationFiled: June 4, 2022Publication date: December 7, 2023Applicant: EdgeQ, Inc.Inventors: Gururaj PADAKI, Sriram RAJAGOPAL, Haripriya SURAMPUDI, Hersh Vardhan SHUKLA, Venkatesh SUKUMARAN
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Publication number: 20230388996Abstract: Advances in wireless technologies have resulted in the ability of a 5G communication system to support multiple wireless communication applications. Each of these applications requires special handling in all layers and more so in scheduler and physical layer. The present disclosure presents embodiments of dynamical creating a computation instance with a slice of resources allocated for each scheduling input. Each computation instance may be independently managed, controlled, and customized according to the specific requirements of the corresponding scheduling input. Such a dynamic resource allocation allows large number of slices in PHY layer. Furthermore, when overloading happens, one scheduling inputs may be migrated from one distribution unit (DU) to another DU without interruption for end users during scheduling migration. Accordingly, efficiency and robustness of a 5G communication system may be improved to serve multiple wireless communication applications.Type: ApplicationFiled: August 7, 2023Publication date: November 30, 2023Applicant: EdgeQ, Inc.Inventors: Vinay Ravuri, Sriram Rajagopal
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Publication number: 20230328720Abstract: System and method embodiments are disclosed to improve radio access network coverage area, increase throughput, and reduce power consumption in user equipment (UE). Downlink (DL) and uplink (UL) are disaggregated in one or more radio units (RUs). A UE receives DL data packets from a DL RU and uploads UL data packets to a UL RU disaggregated from the DL RU. The UL RU couples to a distributed unit (DU) directly or via the DL RU such that an acknowledgment or error message for successful or unsuccessful reception of the UL data packets may be sent back to the UE via the DL RU. The DU may track a UE motion trajectory and re-map UL traffic from one UL RU to another UL RU. Embodiments of DL/UL disaggregation may improve power efficiency and be advantageous for various applications such as internet of things, cyber physical systems, 5G communications, etc.Type: ApplicationFiled: April 8, 2022Publication date: October 12, 2023Applicant: EdgeQ, Inc.Inventors: Gururaj Padaki, Sriram Rajagopal, Vinay Ravuri
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Publication number: 20230305959Abstract: In a typical data plane application, there is a packet dispatcher which receives packets from the underlying subsystem for distribution among various threads/processes for further processing. These threads/processes may run on various processing elements (PEs) and pass through multiple stages of processing. As new generation system-on-a-chip (SoC) architectures have multiple heterogeneous clusters with corresponding PEs, packet processing may traverse through multiple PEs in different clusters. Since latencies/performance for different clusters/PEs may be different, packet processing on the SoC may take a variable amount of time, which may lead to unpredictable latencies. The present disclosure provides embodiments to solve the problem of packet processing on heterogeneous clusters/PEs by providing a fast path enabler to the applications for SoC architecture awareness.Type: ApplicationFiled: March 27, 2022Publication date: September 28, 2023Applicant: EdgeQ, Inc.Inventors: Ankit Jindal, Pranavkumar Govind Sawargaonkar, Sriram Rajagopal
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Patent number: 11758532Abstract: Advances in wireless technologies have resulted in the ability of a 5G communication system to support multiple wireless communication applications. Each of these applications requires special handling in all layers and more so in scheduler and physical layer. The present disclosure presents embodiments of dynamical creating a computation instance with a slice of resources allocated for each scheduling input. Each computation instance may be independently managed, controlled, and customized according to the specific requirements of the corresponding scheduling input. Such a dynamic resource allocation allows large number of slices in PHY layer. Furthermore, when overloading happens, one scheduling inputs may be migrated from one distribution unit (DU) to another DU without interruption for end users during scheduling migration. Accordingly, efficiency and robustness of a 5G communication system may be improved to serve multiple wireless communication applications.Type: GrantFiled: December 15, 2022Date of Patent: September 12, 2023Assignee: EdgeQ, Inc.Inventors: Vinay Ravuri, Sriram Rajagopal
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Publication number: 20230276479Abstract: With advanced compute capabilities and growing convergence of wireless standards, there is requirement to run multiple wireless standards, e.g., 4G, 5G, and Wi-Fi, on a single hardware together. Typical solution includes reserving some computing resources for specific wireless standards. Such a resource strategy may not be optimized or efficient according to the real needs for various wireless standards. The present disclosure presents embodiments of using a unified resource controller to take multiple scheduling inputs across various wireless standards, allocate resources among a plurality of configurable processing units, and manage hardware components for data path accelerations including forward error correction, and signal processing implementation. The multiplexing multiple wireless technologies based on spectral utilization may improve the efficiency in power consumption and hardware resources utilization.Type: ApplicationFiled: May 3, 2023Publication date: August 31, 2023Applicant: EdgeQ, Inc.Inventors: Vinay Ravuri, Sriram Rajagopal, Mathivanan Prabhakaran
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Publication number: 20230216624Abstract: With advanced compute capabilities and growing convergence of wireless standards, it is desirable to run multiple wireless standards, e.g., 4G, 5G NR, and Wi-Fi, on a single signal processing system, e.g., a system on a chip (SoC). Such an implementation may require simultaneously receiving and transmitting signals corresponding to each wireless standard and also signal processing according to respective requirements. Typical solutions involve providing separate hardware blocks specific to each wireless standard, which in turn requires more area on the SoC and consumes more power. Embodiments of the present disclosure provide a unified hardware that may process signals across different standards in both a transmitting direction and a receiving direction simultaneously.Type: ApplicationFiled: December 15, 2022Publication date: July 6, 2023Applicant: EdgeQ, Inc.Inventors: Vinoth Nagarajan, Sriram Rajagopal
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Patent number: 11690089Abstract: With advanced compute capabilities and growing convergence of wireless standards, there is requirement to run multiple wireless standards, e.g., 4G, 5G, and Wi-Fi, on a single hardware together. Typical solution includes reserving some computing resources for specific wireless standards. Such a resource strategy may not be optimized or efficient according to the real needs for various wireless standards. The present disclosure presents embodiments of using a unified resource controller to take multiple scheduling inputs across various wireless standards, allocate resources among a plurality of configurable processing units, and manage hardware components for data path accelerations including forward error correction, and signal processing implementation. The multiplexing multiple wireless technologies based on spectral utilization may improve the efficiency in power consumption and hardware resources utilization.Type: GrantFiled: July 20, 2021Date of Patent: June 27, 2023Assignee: EdgeQ, Inc.Inventors: Vinay Ravuri, Sriram Rajagopal, Mathivanan Prabhakaran
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Publication number: 20230122453Abstract: Advances in wireless technologies have resulted in the ability of a 5G communication system to support multiple wireless communication applications. Each of these applications requires special handling in all layers and more so in scheduler and physical layer. The present disclosure presents embodiments of dynamical creating a computation instance with a slice of resources allocated for each scheduling input. Each computation instance may be independently managed, controlled, and customized according to the specific requirements of the corresponding scheduling input. Such a dynamic resource allocation allows large number of slices in PHY layer. Furthermore, when overloading happens, one scheduling inputs may be migrated from one distribution unit (DU) to another DU without interruption for end users during scheduling migration. Accordingly, efficiency and robustness of a 5G communication system may be improved to serve multiple wireless communication applications.Type: ApplicationFiled: December 15, 2022Publication date: April 20, 2023Applicant: EdgeQ, Inc.Inventors: Vinay Ravuri, Sriram Rajagopal
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Publication number: 20230121685Abstract: A system, a method, and a computer program product for power control using uplink coordinated multi-point transmission in a wireless communications system are provided. Using a first node, at least one second node configured to provide an uplink support to user equipment communicating with the first node is detected. The first node receives a confirmation from the second node indicating availability of uplink support by the second node to the user equipment. Based on the received confirmation, communicating with the user equipment on an uplink using the second node is established.Type: ApplicationFiled: October 25, 2022Publication date: April 20, 2023Inventors: Sriram Rajagopal, Raghunath Hariharan, Ran Yaniv
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Patent number: 11581992Abstract: With advanced compute capabilities and growing convergence of wireless standards, it is desirable to run multiple wireless standards, e.g., 4G, 5G NR, and Wi-Fi, on a single signal processing system, e.g., a system on a chip (SoC). Such an implementation may require simultaneously receiving and transmitting signals corresponding to each wireless standard and also signal processing according to respective requirements. Typical solutions involve providing separate hardware blocks specific to each wireless standard, which in turn requires more area on the SoC and consumes more power. Embodiments of the present disclosure provide a unified hardware that may process signals across different standards in both a transmitting direction and a receiving direction simultaneously.Type: GrantFiled: July 6, 2021Date of Patent: February 14, 2023Assignee: EdgeQ, Inc.Inventors: Vinoth Nagarajan, Sriram Rajagopal
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Patent number: 11576190Abstract: Advances in wireless technologies have resulted in the ability of a 5G communication system to support multiple wireless communication applications. Each of these applications requires special handling in all layers and more so in scheduler and physical layer. The present disclosure presents embodiments of dynamical creating a computation instance with a slice of resources allocated for each scheduling input. Each computation instance may be independently managed, controlled, and customized according to the specific requirements of the corresponding scheduling input. Such a dynamic resource allocation allows large number of slices in PHY layer. Furthermore, when overloading happens, one scheduling inputs may be migrated from one distribution unit (DU) to another DU without interruption for end users during scheduling migration. Accordingly, efficiency and robustness of a 5G communication system may be improved to serve multiple wireless communication applications.Type: GrantFiled: July 2, 2021Date of Patent: February 7, 2023Assignee: EdgeQ, Inc.Inventors: Vinay Ravuri, Sriram Rajagopal
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Publication number: 20230026248Abstract: Advances in wireless technologies have resulted in the ability of a wireless communication system to support wireless communications of different standards, e.g., 5G, LTE, and Wi-Fi. Different Wireless standards have aspects which are very different from each other. Described in the present disclosure are embodiments of architecture with hardware and software split to allow implementation of different wireless standards along a configurable signal process path. The configurable signal process path comprises software configurable operators that may be configured in a desired level of granularity to load desirable software to process signals of various standards on the same hardware. Embodiments of the disclosed architecture with hybrid hardware and software implementation may improve system operation efficiency and lower system complexity to serve communications across multiple wireless standards.Type: ApplicationFiled: July 20, 2021Publication date: January 26, 2023Applicant: EdgeQ, Inc.Inventors: Vinay Ravuri, Chaekwan Lee, Hariprasad Gangadharan, Umesh Dattatraya Nimbhorkar, Vishwanatha Tarikere Basavaraja, Sriram Rajagopal, Tae Ryun Chang, Gopalakrishnan Perur Krishnan
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Publication number: 20230026046Abstract: With advanced compute capabilities and growing convergence of wireless standards, there is requirement to run multiple wireless standards, e.g., 4G, 5G, and Wi-Fi, on a single hardware together. Typical solution includes reserving some computing resources for specific wireless standards. Such a resource strategy may not be optimized or efficient according to the real needs for various wireless standards. The present disclosure presents embodiments of using a unified resource controller to take multiple scheduling inputs across various wireless standards, allocate resources among a plurality of configurable processing units, and manage hardware components for data path accelerations including forward error correction, and signal processing implementation. The multiplexing multiple wireless technologies based on spectral utilization may improve the efficiency in power consumption and hardware resources utilization.Type: ApplicationFiled: July 20, 2021Publication date: January 26, 2023Applicant: EdgeQ, Inc.Inventors: Vinay Ravuri, Sriram Rajagopal, Mathivanan Prabhakaran
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Publication number: 20230010010Abstract: In a grant based system, a user equipment (UE) sends data in an uplink in a request-grant process. The UE first sending a scheduling request, a gNodeB processing the request and scheduling a grant sometime in future, then UE then either sending data if the grant is sufficient or requesting for another grant with more capacity to accommodate data sending. Such a proceeding could cause serious latency in network access. Described in the present patent disclosure are embodiments to reduce the access time by giving proactive grants through inspecting downlink (DL) data sent to the UE or uplink data being transmitted from the UE. The uplink data may be predictive since it maybe in lieu of requirement for sending a TCP acknowledgement for the DL TCP data scheduled earlier. For voice calls, a ML system for system may be deployed to predict when proactive UL grants may be given.Type: ApplicationFiled: July 6, 2021Publication date: January 12, 2023Applicant: EdgeQ, Inc.Inventors: Hersh Vardhan Shukla, Sriram Rajagopal