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20 results for “propagation environment”

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eess.SPcs.AIEmpiricalRecentJul 2, 2026

Scene-Conditioned PINN-GNN for Multipath RF Maps: Cross-Scene Generation and In-Scene Completion

Lizhou Liu, Xiaohui Chen, Zihan Tang, Mengyao Ma +1 more

This paper proposes a unified RF map construction framework using physics-informed neural networks and graph neural networks, achieving high-fidelity RF map construction under sparse observations.

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cs.AREmpiricalRecentJul 1, 2026

Field-Deployable RF Capture System for Indoor, Outdoor, and Foliage Environments

Lawrence Obiuwevwi, Krzysztof J. Rechowicz, Vikas Ashok, Sachin Shetty +4 more

This paper presents a portable, battery-powered RF capture system using a HackRF One SDR, Raspberry Pi 5, GNSS receiver, and high-speed storage for recording geotagged IQ data in real-world environmen…

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eess.SPTheoreticalRecentJul 21, 2026

Outage-Constrained Environment Division Multiple Access (EDMA) for Pinching-Antenna Systems

Weihao Mao, Yang Lu, Yanqing Xu, Zhiguo Ding

This paper proposes a multi-user PA-enabled EDMA framework to maximize total information rate in the presence of probabilistic LoS blockages, random NLoS scattering, and practical inwaveguide attenuat…

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cs.CRRecentMay 6, 2026

PINSIGHT: A Comprehensive Threat Exploration of Domain-Adaptive Wi-Fi based PIN Code Inference

Johannes Kortz, Paul Staat, Christof Paar, Christian Zenger

The paper introduces PINSIGHT, a novel methodology that rigorously assesses Wi-Fi PIN code inference attacks by separating environmental effects from typing effects, concluding that current state-of-t…

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eess.SPcs.ITEmpiricalRecentJun 18, 2026

Hybrid TRP-UE Sensing for Enhanced Target Localization

Necati Kagan Erkek, Marco Di Renzo, Arman Shojaeifard, Yasser Mestrah +3 more

This paper proposes a hybrid TRP-UE sensing mechanism for Integrated Sensing and Communication (ISAC) systems to improve network-based sensing performance in challenging indoor factory environments.

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eess.SPcs.CREmpiricalRecentJul 22, 2026

ISAC-Assisted Channel Knowledge Map Generation for Physical Layer Authentication

Luca Bonaventura, Edoardo Gardin, Alessia Barison, Francesco Ardizzon +1 more

This paper proposes a physical layer authentication mechanism using integrated sensing and communication (ISAC) to reconstruct environment layout, infer propagation channels, and authenticate transmit…

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cs.NIcs.CRRecentMay 13, 2026

StormShield: Fingerprint-Based Detection and Mitigation of RRC Signaling Storms in O-RAN 5G RANs

Noemi Giustini, Andrea Lacava, Leonardo Bonati, Stefano Maxenti +3 more

The paper proposes StormShield, a fingerprint-based detection and mitigation technique implemented as an xApp on an O-RAN RIC, which effectively prevents gNB resource exhaustion caused by RRC signalin…

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cs.CRcs.GTcs.NITheoreticalRecentJun 26, 2026

GTI-mSEMP Framework : A Proposed Framework to Stimulate Malware Propagation with Inclusion of Attacker-Defender Strategy

Shadeeb Hossain, Kristopher Wilson

This paper proposes a Game-Theory-Integrated framework (GTI-mSEMP) to analyze dynamic malware propagation in heterogeneous cyber-physical networks.

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eess.SPTheoreticalRecentJul 6, 2026

Unexpected Far-Near-Far Transition in Mobile Near Field Terahertz Communications

Peng Zhang, Hanmei Yuan, Zhe Wang, Vitaly Petrov +1 more

This paper analyzes the near-field to far-field transition for an elevated access point with downward tilt, showing that it can occur more than once along a user's ground path, leading to an unexpecte…

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eess.SPcs.AIcs.NIRecentMay 29, 2026

Practical Cross-Band Channel Prediction for AI-RAN via Physics-Guided Deep Unfolding

Ruiqi Kong, He Chen, Xiaojun Lin

The paper proposes GUIDE, a physics-guided deep unfolding framework that enables practical, real-time cross-band channel prediction for AI-RAN by embedding wireless channel physics, significantly impr…

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cs.NIEmpiricalRecentJul 17, 2026

App-Based Performance Characterization of Cellular and Wi-Fi Networks in Dense Stadium Deployments

Hardani Ismu Nabil, Muhammad Iqbal Rochman, S. M. Haider Ali Shuvo, Joshua Roy Palathinkal +1 more

This paper evaluates user-perceived performance and QoE of wireless networks at Notre Dame Stadium during football games using commercial smartphones for web browsing, WhatsApp messaging, and Instagra…

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eess.SPEmpiricalRecentJul 9, 2026

GenAI-Enhanced Digital Twins for Predictive Interference Management in Ultra-Dense Networks

Afan Ali, Ali Arshad Nasir, Daniel Benevides da Costa

This paper proposes a generative AI framework using a cGAN for proactive interference mitigation in ultra-dense indoor networks, achieving significant SINR gain, packet-loss reduction, and CSI oracle…

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eess.SPEmpiricalRecentJul 24, 2026

Propagation models for IEEE 802.15.6 standardization of implant communication in body area networks

Raul Chavez-Santiago, Kamran Sayrafian-Pour, Ali Khaleghi, Kenichi Takizawa +3 more

This paper outlines research on obtaining accurate propagation models for implant communication in Body Area Networks (BANs) using computer simulations, and presents current research on enhancing chan…

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cs.CRRecentMay 8, 2026

From Conceptual Scaffold to Prototype: A Standardized Zonal Architecture for Wi-Fi Security Training

Vyron Kampourakis, Efstratios Chatzoglou, Vasileios Gkioulos, Sokratis Katsikas

The paper proposes a standardized, zonal architecture and an open-source prototype for a dedicated Cyber Range (CR) specifically designed for comprehensive and repeatable Wi-Fi security training and e…

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eess.SPSurveyRecentJun 23, 2026

Explainable AI for Next-Generation Wireless Physical Layer: Basics, State-of-the-Art, and Open Challenges

Bingnan Xiao, Shuyan Hu, Xiaojing Chen, Zhiyuan Zhai +4 more

This survey examines explainable AI (XAI) in wireless PHY layers, formalizing goals, taxonomy, and applications.

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cs.SDcs.AIcs.CREmpiricalRecentJun 26, 2026

Room for Error: Large-Scale Simulation of Over-the-Air Acoustic Attacks

Andrew C. Cullen, Neil Marchant, Jiani Xie, Paul Montague +1 more

This paper tests the impact of acoustic factors on voice control systems and introduces a Dual-Form Signal to Noise Ratio to decouple source stealth from attack efficacy.

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cs.AIRecentMay 30, 2026

PropLLM: Propagation-Aware Scene Reconstruction for Network Fault Diagnosis

Zongzong Wu, Ming Zhao, Fengxiao Tang, Nei Kato

PropLLM introduces a novel propagation-aware framework that uses LLMs and hop-by-hop scene reconstruction to accurately localize root causes and determine fault types in complex network fault diagnosi…

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