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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 \
⏲ 4:15 👁 25K
Wingspan
⏲ 25 seconds 👁 1.4M
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 \
⏲ 5:18 👁 10K
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 \
⏲ 4:1 👁 5K
Welcome to Session 6 of our Open RAN series! In this session, we'll dive into the intricate world of protocol layers, discussing their disaggregation in both legacy network components and Open RAN components. We'll also explore the 3GPP splits for protocols, examining the various options available for these splits.<br/><br/>Architecture of ORAN and Open RAN Components: We'll provide an in-depth look at the architecture of ORAN and Open RAN components, highlighting the key differences and innovations that set them apart from traditional network architectures. We'll explore how these components work together to create a more flexible, efficient, and cost-effective network infrastructure.<br/><br/>Service Management and Orchestration (SMO): This session introduces SMO, focusing on its role in managing and orchestrating services within the Open RAN environment. We'll discuss how SMO enhances network efficiency and performance by automating resource allocation, optimizing service delivery, and ensuring seamless operation across diverse network elements.<br/><br/>Working Groups in Open RAN: Lastly, we'll explore the various working groups in Open RAN that are driving the evolution of this technology. These groups play a crucial role in shaping the future of Open RAN and ensuring its compatibility with emerging technologies. We'll discuss the goals and objectives of these working groups, as well as their contributions to the development of Open RAN standards and specifications.<br/><br/><br/>Join us as we simplify the complexities of protocol layers, architectural designs, and the collaborative efforts shaping the future of Open RAN. Don't forget to subscribe to the \
⏲ 7:41 👁 5K
Welcome to Session 7 of our Open RAN series! Join us as we explore the intricate details of resource blocks (RBs), frame structure, and channel distribution in RBs in Open RAN networks. Understanding these elements is crucial for optimizing network performance and efficiency.<br/><br/>Resource Block in Frame Structure: <br/>We'll start by explaining the concept of a resource block (RB) in the context of frame structure. RBs are the fundamental units of resource allocation in 5G networks, consisting of a group of consecutive subcarriers in the frequency domain and a set of consecutive symbols in the time domain. Understanding the structure of RBs is essential for optimizing resource allocation and maximizing the efficiency of wireless transmission.<br/><br/>Frame Structure Basic Building Blocks: <br/>Next, we'll delve into the basic building blocks of frame structure in Open RAN. This includes the various elements that make up a frame, such as the preamble, control channels, and data channels. We'll discuss how these elements are organized within a frame to facilitate the transmission of data across the network.<br/><br/>RB Specs for 5G Terminology: <br/>We'll provide an overview of the specifications related to resource blocks in 5G networks. This will include details on the size of an RB, the frequency range it covers, and other parameters that define the characteristics of an RB in the 5G context. Understanding these specifications is essential for designing and optimizing 5G networks.<br/><br/>Channel Distribution in RB: <br/>Understanding how channels are distributed within resource blocks is crucial for efficient data transmission in Open RAN networks. We'll explain the different types of channels, such as the physical downlink control channel (PDCCH) and the physical uplink control channel (PUCCH), and how they are mapped to RBs to carry control information and data.<br/><br/>Frame Structure: Finally, we'll discuss the overall frame structure in Open RAN, highlighting how RBs and other elements come together to form a complete frame for data transmission. We'll discuss the role of synchronization signals, reference signals, and other elements in the frame structure, and how they contribute to the efficient operation of the network.<br/><br/><br/><br/>Don't miss out on our future sessions! Subscribe to the \
⏲ 4:41 👁 5K
Hello and welcome to Session 5 of our Open RAN series! In this session, we'll delve into the evolution of Open RAN, from legacy to cloud-native networks. Join us as we explore each stage in detail, providing insights into the deployment scenarios and the transition to Virtualized CU, Virtualized DU, or Virtualized RIC.<br/><br/>Legacy Networks: Explore the characteristics of traditional non-virtualized RAN setups, including their hardware-centric nature, lack of flexibility, and limited scalability.<br/><br/>Centralized RAN (C-RAN): Learn about the shift towards a centralized architecture for improved efficiency, where baseband processing is centralized, allowing for easier maintenance and upgrades.<br/><br/>Virtualized RAN (V-RAN): Understand the concept of virtualization in RAN, where network functions are decoupled from hardware and run as software instances, leading to improved resource utilization and flexibility.<br/><br/>Disaggregated Open RAN (ORAN): Discover the principles behind disaggregated RAN, which separates hardware and software components, allowing operators to mix and match vendors and components to build networks that best suit their needs.<br/><br/><br/>Join us as we explore each of these stages in detail, providing insights into the evolution of Open RAN deployment. Don't forget to subscribe to the \
⏲ 5:50 👁 5K
Hello and welcome to Session 4 of our Open RAN series! In this session, we will delve into the four stages of Open RAN deployment, from legacy networks to cloud-native architectures.<br/><br/>Legacy Network:<br/>In this initial stage, we address traditional legacy networks. These networks typically consist of proprietary hardware and software, making them inflexible and challenging to manage. The focus here is on transitioning from these legacy systems to more modern, agile network architectures.<br/><br/>Virtualized Network:<br/>The next stage involves transitioning to virtualized networks. This step introduces software-defined networking (SDN) and network functions virtualization (NFV) to replace the proprietary hardware. This shift enables greater flexibility and scalability in network management and operations.<br/><br/>Cloud-Ready Network:<br/>In the third stage, the network is optimized for cloud integration. This involves preparing the network infrastructure and operations for seamless integration with cloud services. It includes enhancing automation, scalability, and resource optimization to align with cloud computing principles.<br/><br/>Cloud-Native Network:<br/>The final stage is the transition to a cloud-native network. Here, the network is built and deployed using cloud-native principles and technologies. This approach enables even greater agility, scalability, and efficiency, leveraging containers, microservices, and orchestration tools.<br/><br/>Join us as we explore each of these stages in detail, providing insights into the evolution of Open RAN deployment. Don't forget to subscribe to the \
⏲ 6:28 👁 5K
Hello and welcome to Session 3 of our Open RAN learning series! In this session, we will delve into the intricate world of network architecture, shedding light on the RAN network, transport network, and core network. Additionally, we will provide a real-world perspective by showcasing components of a traditional network tower, including antennas, radio units (RRUs), and baseband units (BBUs). Join us as we explore the distribution of protocol layers in these components, offering a comprehensive understanding of both Open RAN and traditional network infrastructures.<br/><br/>Overview of Network Architecture<br/>Session 3 of our Open RAN series offers a high-level overview of network architecture, focusing on three key segments: the RAN network, transport network, and core network. These segments form the backbone of modern telecommunications infrastructure, each playing a crucial role in ensuring seamless connectivity. The session aims to provide a comprehensive understanding of how these networks interconnect and function together to deliver reliable communication services.<br/><br/>Deep Dive into RAN, Transport, and Core Networks<br/>During the session, we will delve into each network segment, starting with the RAN network. This segment encompasses the radio access network, which includes base stations and antennas that connect users to the core network. We will then explore the transport network, responsible for carrying data between the RAN and core networks. Lastly, we will discuss the core network, which handles tasks such as call routing, network management, and data processing. By understanding these segments, viewers will gain insight into the complexity of modern network infrastructures.<br/><br/>Real-Life Examples and Component Breakdown<br/>To provide a practical perspective, the session will showcase real-life examples of traditional network towers. These towers house crucial components such as antennas, radio units (RRUs), and baseband units (BBUs), which are essential for network operations. Additionally, we will explain how protocol layers are distributed across these components, offering a glimpse into the intricate workings of network protocols. Overall, Session 3 aims to demystify network architecture, making it more accessible to beginners in the field of telecommunications.<br/><br/><br/><br/>Subscribe to \
⏲ 5:44 👁 5K
Welcome to Session 1 of our 'Intro to Open RAN' playlist, where we'll explore the foundational aspects of Open RAN for beginners:<br/><br/>Origin of Open RAN: Learn about the origins and evolution of Open RAN, tracing its roots in the telecommunications industry and the factors that led to its development.<br/><br/>Concept Overview of Open RAN: Get an overview of the concept of Open RAN, including its architecture, principles, and how it differs from traditional RAN setups.<br/><br/>Key Differentiators of Open RAN: Discover the key features that differentiate Open RAN from traditional RAN, such as its open interfaces, virtualization, and disaggregation of hardware and software.<br/><br/>General Terminology in Open RAN: Familiarize yourself with the general terminologies used in the Open RAN ecosystem, including terms like RAN Intelligent Controller (RIC), Central Unit (CU), Distributed Unit (DU), and more.<br/><br/>Key Contributors in Open RAN: Learn about the key organizations, companies, and initiatives contributing to the development and adoption of Open RAN technology.<br/><br/>Subscribe to \
⏲ 10:3 👁 5K
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⏲ 5:15 👁 5K
Welcome to Session 10 of our Open RAN series! This session delves into the protocol stack of Open RAN, illustrating how protocol layers are disaggregated in components such as DU and CU. We'll simplify the RLC protocol using a functional block diagram, providing clarity on its operation. Furthermore, we'll explore transmission modes in RLC (TM, UM, and AM), elucidating their significance in meeting diverse requirements. Finally, we'll unravel the MAC layer's functionality, offering a comprehensive understanding of the protocol stack in Open RAN. Join us for this enlightening session!<br/><br/>1. Disaggregation of Protocol Layers:<br/><br/>Description: Explore how protocol layers are separated in Open RAN components like DU and CU, enhancing flexibility and scalability. Understand how this disaggregation allows for efficient resource utilization and enables operators to customize their network architecture based on specific needs and requirements.<br/>2. RLC Protocol:<br/><br/>Description: Delve into the RLC (Radio Link Control) protocol, which plays a crucial role in the reliable transmission of data over the radio interface. Through a functional block diagram, we'll simplify the complexities of the RLC protocol, highlighting its key functions such as segmentation and reassembly of data packets, error correction, and flow control.<br/>3. Transmission Modes in RLC:<br/><br/>Description: Dive deep into the various transmission modes (TM, UM, and AM) in RLC and understand why each mode is essential for different requirements. Transmission modes dictate how data is transferred between the transmitter and receiver, with each mode offering a different balance between reliability and efficiency based on the application's needs.<br/>4. MAC Layer Functionality:<br/><br/>Description: Gain insight into the MAC (Medium Access Control) layer's functionality, which is responsible for managing access to the wireless medium. Learn how the MAC layer coordinates the transmission of data between multiple users, ensuring efficient use of the available bandwidth and minimizing collisions. Understand the role of the MAC layer in scheduling transmissions, handling acknowledgments, and managing contention for the shared medium.<br/><br/>Subscribe to \
⏲ 4:40 ✓ 02-Apr-2024
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