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Contents:

  • Learning Resources
    • Pre-requisites: Must have
    • Pre-requisites: Optional
    • Coding Skills
  • ISAC in 3GPP
    • 1. ISAC Standardization in 5G
      • 1.1 Use-case Identification of ISAC in 3GPP
      • 1.1.1 Object Detection and Tracking
      • 1.1.2 Transportation and Navigation
      • 1.1.3 Environmental Monitoring
      • 1.1.4 Human-Centric Sensing
      • 1.1.5 Public Safety and Security (B2G Applications)
      • 1.2 Channel Modeling and Technical Enhancements
      • 1.3 ISAC Support in Existing 5G Systems
      • 1.4 Evolution Toward 5G Advanced
    • 2. ISAC Standardization in 6G
      • 2.1 Formal Inclusion in 6G Standardization
      • 2.2 Vision and Core Capabilities in 6G
      • 2.3 Advanced Sensing Architectures
      • 2.4 Expanded Use Cases and Applications
    • 3. References and 3GPP Documents
      • 3.1 References: 5G
        • ISAC Work in 5G-NR: Release-19
        • ISAC Work in 5G-NR: Release-20
      • 3.2 References: 6G
        • ISAC Work in 6G: Release-20
  • Integrated Sensing and Communications
    • ISAC Channel Model
      • 1. Channel Modelling Discussions and Progress in 3GPP
      • 2. 3GPP ISAC Channel Model
        • I. Introduction and Standardization Timeline
        • II. ISAC Deployment Scenarios and Evaluation Parameters
        • III. Modelling Physical Objects
          • A. Radar Cross Section (RCS) Characterization
          • B. Cross Polarization Matrix (CPM) of a Sensing Target
        • III. Mathematical Framework and Channel Modeling Methodologies
          • Core Channel Decomposition and Power Normalization
          • Target Channel Modeling and Radar Cross Section (RCS) Characterization
          • Background Channel Modeling and Specialized Features
      • 3. References
    • ISAC System Design Aspects
    • Reference Signal Design for ISAC
    • ISAC Waveform Design
    • Beamforming for ISAC
    • Clutter Cancellation for Accurate Sensing
    • Algorithms for Sensing Targets
    • Sensing Assisted Communication for ISAC
      • Motivation
      • System Model
        • Signal Model
        • Sensing Echo Model
      • Sensing-to-Communication Information Flow
      • Taxonomy of Sensing-Assisted Communication
      • Performance Bounds and Fundamental Limits
        • Cramér-Rao Bound for Sensing Parameters
        • Communication Rate Gain from Sensing Side-Information
        • Overhead Reduction Analysis
      • Sensing-Assisted Communication Protocol Architecture
        • Timescale Hierarchy
      • Sensing Quality Requirements for Communication Enhancement
      • 3GPP Context and Standardization
      • Open Research Directions
        • Sensing Assisted Beamforming for ISAC
          • Introduction
          • Key Concepts
          • Benefits
          • Challenges
          • 3GPP Relevance
        • Sensing Assisted Channel Estimation for ISAC
          • Introduction
          • Key Concepts
          • Benefits
          • Challenges
        • Sensing Assisted CSI Acquisition for ISAC
          • Introduction
          • Key Concepts
          • Benefits
          • Challenges
        • Sensing Assisted Resource Allocation for ISAC
          • Introduction
          • Key Concepts
          • Benefits
          • Challenges
        • Sensing Assisted Mobility Management for ISAC
          • Introduction
          • Key Concepts
          • Benefits
          • Challenges
        • Sensing Assisted Interference Management for ISAC
          • Introduction
          • Key Concepts
          • Benefits
          • Challenges
        • Sensing Assisted Localization for ISAC
          • Introduction
          • Key Concepts
          • Benefits
          • Challenges
        • Sensing Assisted Power Control for ISAC
          • Introduction
          • Key Concepts
          • Benefits
          • Challenges
        • Sensing Assisted Power Saving
          • Introduction
          • Key Concepts
          • Benefits
          • Challenges
  • ISAC Tutorials
    • Tutorial on Channel Model for ISAC
    • Tutorial on Reference Signal Design for ISAC
    • Tutorial on Waveform Design for ISAC
    • Tutorial on Beamforming for ISAC
    • Tutorial on Clutter Cancellation for ISAC
    • Tutorial on Target Detection for ISAC
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