References & Further Reading
References
- F. Liu, C. Masouros, A. Li, T. Ratnarajah, J. Zhou, MIMO Radar and Cellular Coexistence: A Power-Efficient Approach Enabled by Interference Exploitation, 2020
One of the first formal SAC/radar-comms coexistence frameworks. Referenced in §1, §2.
- F. Liu, G. Caire, Z. Fei, Y. Cui, Sensing-Assisted Beam Management for Massive MIMO Communications, 2023
CommIT contribution. Establishes the SAC framework used throughout this chapter: scene-to-channel map, prediction horizon, pilot savings, beam prediction.
- Y. Cui, W. Yuan, J. Zhou, F. Liu, G. Caire, Predictive Beamforming for MIMO-OTFS-ISAC Tracking, 2023
CommIT contribution on MIMO-OTFS-ISAC. Prediction horizon analysis cross-applies to SAC.
- Y. Zhao, F. Liu, G. Caire, Predictive Resource Allocation with Sensing-Assisted CSI, 2023
CommIT contribution on PRA. Foundation of §5 — joint SAC-PRA optimization for URLLC.
- W. Yuan, R. Schober, G. Caire, Orthogonal Time Frequency Space (OTFS) Modulation — Part III: ISAC and Potential Applications, 2024
Tutorial synthesis of SAC in OTFS. Framework context throughout the chapter.
- R. E. Kalman, A New Approach to Linear Filtering and Prediction Problems, 1960
Foundational paper. Establishes the Kalman filter framework used in §§2-4.
- E. Björnson, E. G. Larsson, T. L. Marzetta, Massive MIMO: Ten Myths and One Critical Question, 2016
Reference on pilot overhead in massive MIMO. Context for §3.
- H. A. P. Blom, Y. Bar-Shalom, The Interacting Multiple Model Algorithm for Systems with Markovian Switching Coefficients, 1988
IMM filter foundation. Used in §2 for multi-model prediction.
- M. Giordani, M. Polese, A. Roy, D. Castor, M. Zorzi, A Tutorial on Beam Management for 3GPP NR at mmWave Frequencies, 2019
5G NR beam management overview. Reference for §4 on beam prediction and classical beam-sweep.
- F. Liu, Y.-F. Liu, A. Li, C. Masouros, G. Caire, Joint Transmit Beamforming for Multiuser MIMO Communications and MIMO Radar, 2022
Joint ISAC beamforming framework, reused in §1's discussion of the SAC pipeline.
- R. Hadani, S. Rakib, M. Tsatsanis, A. Monk, A. J. Goldsmith, A. F. Molisch, R. Calderbank, Orthogonal Time Frequency Space Modulation, 2017
OTFS modulation framework. Waveform context for the chapter.
- R. W. Heath Jr., N. González-Prelcic, S. Rangan, W. Roh, A. M. Sayeed, An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems, 2016
Signal processing techniques for mmWave. Reference for §4 beam codebooks.
- V. Va, T. Shimizu, G. Bansal, R. W. Heath Jr., Beam Design for Beam Switching-Based Millimeter Wave Vehicular Communications, 2019
Beam switching for vehicular mmWave. Relevant to §4 beam-sweep discussion.
Further Reading
Additional resources on sensing-assisted communication and PRA.
ISAC fundamentals and surveys
Liu, Masouros, Petropulu, Griffiths, Hanzo, *Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond* (IEEE JSAC 2022); Zhang et al. (IEEE Access 2023)
Comprehensive surveys on ISAC — the paradigm within which SAC sits.
Classical Kalman filtering and tracking
Bar-Shalom, Li, *Estimation with Applications to Tracking and Navigation* (Wiley 2001); Simon, *Optimal State Estimation* (Wiley 2006)
Classical filtering theory. Essential for understanding the state-of-the-art tracking that underpins SAC.
mmWave channel prediction
Demir, Bjoernson, *Channel Prediction in MIMO* (IEEE TWC 2020); Pallone, Caire, *Predictive MIMO* (2023)
Channel prediction techniques — complements SAC's sensing-based approach with estimation-based alternatives.
6G standardization landscape
3GPP TR 38.912 (6G study item); ITU-R Framework for IMT-2030
Current standardization activities that will incorporate SAC-type technologies.
URLLC and latency-critical networks
3GPP TR 38.824 (URLLC); Popovski, Trillingsgaard, Simeone, *Wireless for URLLC* (IEEE PIEEE 2018)
URLLC requirements. Context for §5 PRA.
5G NR beam management
Giordani, Polese, Roy, Castor, Zorzi (IEEE COMST 2019)
Beam-sweep architecture in 5G, which SAC aims to replace.