6G-ISAC
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
6G-ISAC
Integrated Sensing and Communications
Algorithms for Sensing Targets
Algorithms for Sensing Targets