ISAC

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Most implemented papers archive 2025-07-28

26 shown of 26 papers with code (691 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• SDOA-Net: An Efficient Deep Learning-Based DOA Estimation Network for Imperfect Array
  19 Mar 2022 2 repositories listed
  The estimation of direction of arrival (DOA) is a crucial issue in conventional radar, wireless communication, and integrated sensing and communication (ISAC) systems.
• Chirp Delay-Doppler Domain Modulation: A New Paradigm of Integrated Sensing and Communication for Autonomous Vehicles
  22 May 2025 1 repository listed
  Based on these dedicated chirps, we propose a chirp-division multiple access (Chirp-DMA) scheme, enabling multiple pairs of mmWave radar transceivers to perform integrated sensing and communication (ISAC) without…
• ISAC: An Invertible and Stable Auditory Filter Bank with Customizable Kernels for ML Integration
  12 May 2025 1 repository listed
  This paper introduces ISAC, an invertible and stable, perceptually-motivated filter bank that is specifically designed to be integrated into machine learning paradigms.
• PLAIN: Scalable Estimation Architecture for Integrated Sensing and Communication
  27 Mar 2025 1 repository listed
  In this work, we propose PLAIN, a tensor-based estimation architecture that flexibly scales with multiple sensing dimensions and can handle high dimensionality, limited measurement time, and super-resolution…
• High-Resolution Uplink Sensing in Millimeter-Wave ISAC Systems
  13 Mar 2025 1 repository listed
  We then propose several methods for constructing a ``clean'' reference signal, which is subsequently used to cancel the effect caused by the clock asynchrony.
• CISSIR: Beam Codebooks with Self-Interference Reduction Guarantees for Integrated Sensing and Communication Beyond 5G
  14 Feb 2025 1 repository listed
  We propose a beam codebook design to reduce self-interference (SI) in integrated sensing and communication (ISAC) systems.
• Localization Accuracy Improvement in Multistatic ISAC with LoS/NLoS Condition using 5G NR Signals
  23 Dec 2024 1 repository listed
  Integrated sensing and communication (ISAC) is anticipated to play a crucial role in sixth-generation (6G) mobile communication networks.
• Unsupervised Learning for Gain-Phase Impairment Calibration in ISAC Systems
  5 Oct 2024 1 repository listed
  Gain-phase impairments (GPIs) affect both communication and sensing in 6G integrated sensing and communication (ISAC).
• Superposition of PRS and PDSCH for ISAC System: Spectral Efficiency Enhancement and Range Ambiguity Elimination
  30 Sep 2024 1 repository listed
  Moreover, we introduce the joint exploitation of PRS and demodulation reference signal (DMRS) to prevent range ambiguity in the form of ghost targets.
• DRL-Based Federated Self-Supervised Learning for Task Offloading and Resource Allocation in ISAC-Enabled Vehicle Edge Computing
  27 Aug 2024 1 repository listed
  Our improved algorithm offloads partial task to RSU and optimizes energy consumption by adjusting transmission power, CPU frequency, and task assignment ratios, balancing local and RSU-based training.
• Doppler Ambiguity Elimination Using 5G Signals in Integrated Sensing and Communication
  1 Aug 2024 1 repository listed
  Through simulations and analysis, we demonstrate the effectiveness of our proposed method on joint DMRS-PRS exploitation in mitigating Doppler ambiguity and the efficiency of the resource allocation scheme in achieving…
• Leveraging PRS and PDSCH for Integrated Sensing and Communication Systems
  1 Aug 2024 1 repository listed
  To overcome this obstacle, we propose two innovative approaches for different PRS comb sizes within the ISAC framework, leveraging the demodulation reference signal (DMRS) within PDSCH to eliminate ghost targets.
• Movable Antenna-enabled RIS-aided Integrated Sensing and Communication
  3 Jul 2024 1 repository listed
  In this paper, we investigate a movable antenna (MA)-aided integrated sensing and communication (ISAC) system, where a reconfigurable intelligent surface (RIS) is employed to enhance wireless communication and sensing…
• Complex Neural Network based Joint AoA and AoD Estimation for Bistatic ISAC
  31 Mar 2024 1 repository listed
  Integrated sensing and communication (ISAC) in wireless systems has emerged as a promising paradigm, offering the potential for improved performance, efficient resource utilization, and mutually beneficial interactions…
• Unsupervised Learning for Joint Beamforming Design in RIS-aided ISAC Systems
  26 Mar 2024 1 repository listed
  It is critical to design efficient beamforming in reconfigurable intelligent surface (RIS)-aided integrated sensing and communication (ISAC) systems for enhancing spectrum utilization.
• ISAC with Backscattering RFID Tags: Joint Beamforming Design
  18 Jan 2024 1 repository listed
  Then, we study a joint beamforming design problem with the goal of minimizing the total transmit power while satisfying the tag detection and communication requirements.
• Robust Waveform Design for Integrated Sensing and Communication
  31 Oct 2023 1 repository listed
  Simulation results show that by solving the robust waveform design problems, the lower bound of the true but unknown Pareto frontier, which characterizes the sensing-communication performance trade-off under…
• Semi-Supervised End-to-End Learning for Integrated Sensing and Communications
  15 Oct 2023 1 repository listed
  Integrated sensing and communications (ISAC) is envisioned as one of the key enablers of next-generation wireless systems, offering improved hardware, spectral, and energy efficiencies.
• Multi-Static ISAC in Cell-Free Massive MIMO: Precoder Design and Privacy Assessment
  23 Sep 2023 1 repository listed
  A multi-static sensing-centric integrated sensing and communication (ISAC) network can take advantage of the cell-free massive multiple-input multiple-output infrastructure to achieve remarkable diversity gains and…
• Model-Based End-to-End Learning for Multi-Target Integrated Sensing and Communication under Hardware Impairments
  9 Jul 2023 1 repository listed
  We propose a novel differentiable version of the orthogonal matching pursuit (OMP) algorithm that is suitable for multi-target sensing and allows for efficient end-to-end learning of the hardware impairments.
• Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework
  20 Jun 2023 1 repository listed
  Most existing works focus on transmitting and delivering the explicit semantic meaning that can be directly identified from the source signal.
• SNR/CRB-Constrained Joint Beamforming and Reflection Designs for RIS-ISAC Systems
  26 Jan 2023 1 repository listed
  Two optimization problems are formulated for maximizing the achievable sum-rate of the multi-user communications under an SNR constraint for target detection or a CRB constraint for parameter estimation, the transmit…
• Joint Receiver Design for Integrated Sensing and Communications
  10 Nov 2022 1 repository listed
  In this letter, we investigate the joint receiver design for integrated sensing and communication (ISAC) systems, where the communication signal and the target echo signal are simultaneously received and processed to…
• A RIS-Based Vehicle DOA Estimation Method With Integrated Sensing and Communication System
  25 Apr 2022 1 repository listed
  A novel estimation method is proposed in the scenario with a receiver using only one full-functional channel, where multiple measurements for the DOA estimation are achieved by controlling the reflection matrix…
• Integrated Sensing and Communications: Towards Dual-functional Wireless Networks for 6G and Beyond
  16 Aug 2021 1 repository listed
  As the standardization of 5G is being solidified, researchers are speculating what 6G will be.
• Cryo-RALib -- a modular library for accelerating alignment in cryo-EM
  11 Nov 2020 1 repository listed
  This is perhaps because that MRA is a time-consuming process and a modular GPU-acceleration library for MRA is lacking.