A parameterized model for anisotropic wavefront channels is derived and an FFT-based matching-free estimation algorithm is proposed for near-field wireless systems.
Native Support of AI Applications in 6G Mobile Networks Via an Intelligent User Plane
6 Pith papers cite this work. Polarity classification is still indexing.
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The paper provides an open-source configuration-driven simulator for sub-THz radio-stripe architectures that includes models for polymer microwave fiber, couplers, and configurable RF impairments.
StormShield fingerprints and blocks malicious UEs in O-RAN 5G RANs to prevent RRC signaling storms, achieving 97.6% detection accuracy within 106.5 ms on an OTA testbed with OAI and commercial hardware.
ORICF is a declarative, model-agnostic robotics framework with YAML specs and edge offloading that reduces robot compute utilization by up to 83% and energy by 66% in a ROS2 demo combining ASR, LLM, and CNN.
A multi-objective optimization framework is proposed for RIS deployment location, orientation, size, and ISAC weight allocation in networks supporting communication, sensing, and physical layer security, with simulations showing inherent trade-offs among the three.
The paper surveys energy efficiency strategies for Agentic AI inference by proposing a new accounting framework and taxonomy that spans model simplification, computation control, input optimization, and cross-layer co-design with wireless networks.
citing papers explorer
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Matching-free Acquisition of Channels with Anisotropic Wavefronts
A parameterized model for anisotropic wavefront channels is derived and an FFT-based matching-free estimation algorithm is proposed for near-field wireless systems.
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An Open-Source Hardware-Aware Sub-THz Radio-Stripe Simulator
The paper provides an open-source configuration-driven simulator for sub-THz radio-stripe architectures that includes models for polymer microwave fiber, couplers, and configurable RF impairments.
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StormShield: Fingerprint-Based Detection and Mitigation of RRC Signaling Storms in O-RAN 5G RANs
StormShield fingerprints and blocks malicious UEs in O-RAN 5G RANs to prevent RRC signaling storms, achieving 97.6% detection accuracy within 106.5 ms on an OTA testbed with OAI and commercial hardware.
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ORICF -- Open Robotics Inference and Control Framework
ORICF is a declarative, model-agnostic robotics framework with YAML specs and edge offloading that reduces robot compute utilization by up to 83% and energy by 66% in a ROS2 demo combining ASR, LLM, and CNN.
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Multi-Objective RIS Deployment Optimization for Physical Layer Security in ISAC Networks
A multi-objective optimization framework is proposed for RIS deployment location, orientation, size, and ISAC weight allocation in networks supporting communication, sensing, and physical layer security, with simulations showing inherent trade-offs among the three.
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Networking-Aware Energy Efficiency in Agentic AI Inference: A Survey
The paper surveys energy efficiency strategies for Agentic AI inference by proposing a new accounting framework and taxonomy that spans model simplification, computation control, input optimization, and cross-layer co-design with wireless networks.