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_session-13-leveraging-ai-and-machine-learning-in-open-ran-124-revolutionizing-networks.webp "Welcome to Session 13 of our Open RAN series! In this session, we'll explore the integration of Artificial Intelligence (AI) and Machine Learning (ML) in Open RAN. These technologies play a crucial role in designing intelligent systems that enhance the overall ecosystem of Open RAN.<br/><br/>Artificial Intelligence and Machine Learning<br/>Artificial Intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think and learn like humans. Machine Learning (ML) is a subset of AI that allows machines to learn from data without being explicitly programmed. These technologies can revolutionize Open RAN by enabling intelligent decision-making, predictive maintenance, and network optimization.<br/><br/><br/>Application of Machine Learning in Open RAN<br/>Machine Learning algorithms use mathematical functions to analyze data and make predictions or decisions based on that analysis. In Open RAN, ML can be applied to various areas such as network optimization, predictive maintenance, and intelligent resource allocation. ML algorithms can analyze network traffic patterns, predict equipment failures, and optimize network performance, leading to improved efficiency and reliability.<br/><br/><br/>Join us as we explore the potential of AI and Machine Learning in Open RAN. Don't forget to subscribe to the \")
_onn-oduu-guyyaa-har39aa-hagayya-18-2023.webp "Oromia News Network")
_omn-horn-oduu-hagayya-182023.webp "OMN")
_session-11-open-ran-protocol-stack-124-pdcp-protocol-and-sdap-layer.webp "Welcome to Session 11 of our Open RAN series! In this session, we'll dive into Layer 2 functionalities, focusing on key protocols and their roles in Open RAN networks.<br/><br/>PDCP Protocol Layer: The PDCP layer, or Packet Data Convergence Protocol layer, plays a crucial role in Open RAN environments by ensuring reliable data transmission. It is responsible for various functions such as header compression, ciphering, and integrity protection. PDCP sits above the RLC (Radio Link Control) layer and below the RRC (Radio Resource Control) layer in the protocol stack. Its primary role is to provide an error-free and secure transmission path for user data.<br/><br/>PDCP Functionalities in Dual Connectivity Mode: Dual connectivity mode in wireless networks allows a device to connect to multiple cells simultaneously, enhancing data rates and reliability. In this mode, the PDCP layer manages the data streams from both connected cells, ensuring seamless transmission and reception of data. This involves coordination between the PDCP entities in the device and the network to optimize data delivery. PDCP ensures that data from different cells is properly aggregated and delivered to the higher layers of the protocol stack.<br/><br/>SDAP Protocol: The Service Data Adaptation Protocol (SDAP) is a protocol used in Open RAN to adapt user-plane data for transmission over the network. SDAP is responsible for mapping different types of user-plane data flows to specific QoS (Quality of Service) requirements and network resources. It ensures that user data is transmitted efficiently and in accordance with the network's capabilities and policies. SDAP also provides mechanisms for congestion control and flow management, ensuring smooth operation of the network under varying traffic conditions.<br/><br/><br/>Join us as we unravel the complexities of Layer 2 functionalities in Open RAN, providing valuable insights into the network's operation. Don't forget to subscribe to the \")
_omn-oduu-ijoo-amajjii-18-2024.webp "OMN")
_session-9-understanding-pucch-and-pusch-in-5g-124-open-ran-explained.webp "Welcome to Session 9 of our Open RAN series! In this session, we'll delve into the intricacies of the Physical Uplink Control Channel (PUCCH) and the Physical Uplink Shared Channel (PUSCH) in 5G networks.<br/><br/>PUCCH Functions: We'll start by discussing the functions of PUCCH, which include carrying uplink control information such as scheduling requests, acknowledgments, and channel quality indications. Understanding these functions is essential for optimizing uplink transmission in 5G networks.<br/><br/>PUCCH Formats: Next, we'll examine the various formats used by PUCCH for transmitting control information. These formats are designed to efficiently convey different types of control information, ensuring reliable and timely communication between the user equipment (UE) and the network.<br/><br/>PUCCH in Action: Lastly, we'll see PUCCH in action, demonstrating how it works in conjunction with other components like the Physical Uplink Shared Channel (PUSCH). This will give you a comprehensive understanding of how PUCCH contributes to the overall efficiency and performance of 5G networks.<br/><br/>PUSCH: Next, we'll shift our focus to the PUSCH, which plays a pivotal role in carrying user data in the uplink. We'll explain the functions of PUSCH, such as transporting data from the user equipment (UE) to the base station (gNB), and how it supports various modulation and coding schemes to optimize data transmission. Additionally, we'll discuss the structure of PUSCH and its interaction with other channels in 5G networks.<br/><br/>Join us as we unravel the complexities of PUCCH and PUSCH, shedding light on their significance in enabling high-speed, reliable, and efficient communication in 5G networks. Don't forget to subscribe to the \")
_omn-oduu-gur-18-2024.webp "OMN")
_omn-oduu-ijoo-hagayya-18-2023.webp "OMN")
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