Cover Image

ISAC for AI: A Trade-off Framework Across Data Acquisition and Transfer in Federated Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jiang, Lai, Meng, Kaitao, Temiz, Murat, Masouros, Christos
Format:	Preprint
Published:	2026
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Federated Learning Strategies for Coordinated Beamforming in Multicell ISAC
by: Jiang, Lai, et al.
Published: (2025)

Communication Security and Sensing Privacy in FMCW-Based ISAC Through Signal Modulation
by: Temiz, Murat, et al.
Published: (2026)

Affine Frequency Division Multiplexing with Subcarrier Power-Level Index Modulation for Integrated Sensing and Communications
by: Temiz, Murat, et al.
Published: (2025)

Cooperative Sensing and Communication for ISAC Networks: Performance Analysis and Optimization
by: Meng, Kaitao, et al.
Published: (2024)

Sensing-Secure ISAC: Ambiguity Function Engineering for Impairing Unauthorized Sensing
by: Han, Kawon, et al.
Published: (2025)

Constellation Design in OFDM-ISAC over Data Payloads: From MSE Analysis to Experimentation
by: Han, Kawon, et al.
Published: (2025)

Over-the-Air Time-Frequency Synchronization in Distributed ISAC Systems
by: Han, Kawon, et al.
Published: (2025)

On the Fundamental Trade-Offs of Time-Frequency Resource Distribution in OFDMA ISAC
by: Wang, Xiao-Yang, et al.
Published: (2024)

Constellation-Independent Range Estimation in Payload-Based OFDM-ISAC
by: Yang, Dongil, et al.
Published: (2026)

Cooperative ISAC Networks: Opportunities and Challenges
by: Meng, Kaitao, et al.
Published: (2024)

Constellation Selection and Power Control for OFDM-based ISAC: From Theory to Prototype
by: Meng, Kaitao, et al.
Published: (2026)

Network-Level ISAC Design: State-of-the-Art, Challenges, and Opportunities
by: Han, Kawon, et al.
Published: (2025)

Tri-Hybrid Beamforming Design for ISAC Systems with Reconfigurable Antennas
by: Chen, Jiangong, et al.
Published: (2026)

ISAC Network Planning: Sensing Coverage Analysis and 3-D BS Deployment Optimization
by: Meng, Kaitao, et al.
Published: (2025)

Shifting the ISAC Trade-Off with Fluid Antenna Systems
by: Zou, Jiaqi, et al.
Published: (2024)

Network-level ISAC: An Analytical Study of Antenna Topologies Ranging from Massive to Cell-Free MIMO
by: Meng, Kaitao, et al.
Published: (2024)

Cooperative ISAC Networks: Performance Analysis, Scaling Laws and Optimization
by: Meng, Kaitao, et al.
Published: (2024)

Signaling Design for Noncoherent Distributed Integrated Sensing and Communication Systems
by: Han, Kawon, et al.
Published: (2025)

FMCW-Based Integrated Sensing and Communication System: Design, Implementation, and Experimental Measurements
by: Temiz, Murat, et al.
Published: (2026)

Integrated Sensing and Communication with Tri-Hybrid Beamforming Across Electromagnetically Reconfigurable Antennas
by: Chen, Jiangong, et al.
Published: (2025)

Sensing Security in Near-Field ISAC: Exploiting Scatterers for Eavesdropper Deception
by: Chen, Jiangong, et al.
Published: (2025)

Deep Learning-based Techniques for Integrated Sensing and Communication Systems: State-of-the-Art, Challenges, and Opportunities
by: Temiz, Murat, et al.
Published: (2025)

A Uniform Pilot and Data Payload Optimization Framework for OTFS-Based ISAC
by: Du, Borui, et al.
Published: (2025)

Network-Level Integrated Sensing and Communication: Interference Management and BS Coordination Using Stochastic Geometry
by: Meng, Kaitao, et al.
Published: (2023)

Multi-Functional Chirp Signalling for Next-Generation Multi-Carrier Wireless Networks: Communications, Sensing and ISAC Perspectives
by: Sui, Zeping, et al.
Published: (2025)

Securing the Sensing Functionality in ISAC: KLD-Based Ambiguity Function Shaping
by: Du, Borui, et al.
Published: (2025)

Symbol-Level Precoding for Near-Field ISAC
by: Babu, Nithin, et al.
Published: (2024)

LISAC: Learned Coded Waveform Design for ISAC with OFDM
by: Bian, Chenghong, et al.
Published: (2024)

Near-Field ISAC for THz Wireless Systems
by: Zhang, Fan, et al.
Published: (2025)

ISAC Super-Resolution Receivers: The Effect of Different Dictionary Matrices
by: Valiulahi, Iman, et al.
Published: (2024)

ISAC Super-Resolution Receiver via Lifted Atomic Norm Minimization
by: Valiulahi, Iman, et al.
Published: (2024)

Rethinking Signaling Design for ISAC: From Pilot-Based to Payload-Based Sensing
by: Li, Yunxin, et al.
Published: (2025)

Integrated Sensing and Communication Meets Smart Propagation Engineering: Opportunities and Challenges
by: Meng, Kaitao, et al.
Published: (2024)

DAFT-s-AFDM Enabled ISAC Systems: Ambiguity Function Analysis and Waveform Design
by: Cui, Shiqi, et al.
Published: (2026)

Pulse Shaping for Random ISAC Signals: The Ambiguity Function Between Symbols Matters
by: Liao, Zihan, et al.
Published: (2024)

Precoding for Multi-Cell ISAC: from Coordinated Beamforming to Coordinated Multipoint and Bi-Static Sensing
by: Babu, Nithin, et al.
Published: (2024)

Revealing the Trade-off in ISAC Systems: The KL Divergence Perspective
by: Fei, Zesong, et al.
Published: (2024)

Overcoming BS Down-Tilt for Air-Ground ISAC Coverage: Antenna Design, Beamforming and User Scheduling
by: Zhu, Lingyi, et al.
Published: (2026)

Multi-cell Coordinated Joint Sensing and Communications
by: Babu, Nithin, et al.
Published: (2024)

Pilot-Based End-to-End Radio Positioning and Mapping for ISAC: Beyond Point-Based Landmarks
by: Ge, Yu, et al.
Published: (2025)