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Jamming-Resilient PRB Reservation for Latency-Critical O-RAN Network Slicing

Announce Type: new Abstract: Open radio access network (O-RAN) architectures enable near real-time, software-driven control of network slicing through programmable xApps deployed on the near-real-time RAN Intelligent Controller (near-RT RIC). In industrial 5G downlink systems, adversarial jamming can abruptly reduce the effective physical resource block (PRB) capacity, triggering queue buildup and persistent latency violations, particularly in the presence of low spectral efficiency cell...

arXiv CS 9d ago

Block coordinate descent for joint delay-energy optimization in multi-hop D2D networks

Announce Type: cross Abstract: In multi-hop device-to-device (D2D) networks, the optimization of network-level metrics is particularly difficult due to the tight coupling between network-layer routing and physical-layer resource allocation. Departing from traditional average-performance metrics, this paper addresses the joint optimization of routing paths, transmission power, and bandwidth allocation. We formulate a generalized cost function to minimize the maximum transmission time (i.e.,...

arXiv CS 1d ago

Temporally Encoded Double DQN for Proactive PRB Allocation in O-RAN Enabled Industrial Networks

arXiv:2605.30630v1 Announce Type: new Abstract: Fifth-generation (5G) wireless systems are increasingly adopted in smart manufacturing to support heterogeneous industrial workloads through services such as enhanced Mobile Broadband (eMBB) and Ultra-Reliable Low-Latency Communication (URLLC). However, industrial traffic is inherently process-driven and temporally correlated. So, static or reactive schedulers in the Open Radio Access Network (O-RAN) are inadequate for such non-stationary...

arXiv CS 9d ago

Agentic World Modeling for 6G: Near-Real-Time Generative State-Space Reasoning

Announce Type: replace Abstract: We argue that sixth-generation (6G) intelligence is not fluent token prediction but the capacity to imagine and choose -- to simulate future scenarios, weigh trade-offs, and act with calibrated uncertainty. We reframe open radio access network (O-RAN) near-real-time (Near-RT) control via counterfactual dynamics and a world modeling (WM) paradigm that learns an action-conditioned generative state space. This enables quantitative "what-if" forecasting beyond...

arXiv CS 2d ago

VaN3Twin: the Multi-Technology V2X Digital Twin with Ray-Tracing in the Loop

arXiv:2505.14184v3 Announce Type: replace Abstract: This paper presents VaN3Twin-the first open-source, full-stack Network Digital Twin (NDT) framework for simulating the coexistence of multiple Vehicle-to-Everything (V2X) communication technologies with accurate physical-layer modeling via ray tracing. VaN3Twin extends the ms-van3t simulator by integrating Sionna Ray Tracer (RT) in the loop, enabling high-fidelity representation of wireless propagation, including diverse Line-of-Sight (LoS)...

arXiv CS 5d ago

Americans don't know how to fight AI so they're fighting data centers

On its surface, the national revolt against data centers seems simple: They are a nuisance, and people do not want them in their proverbial backyards. But I haven’t been able to let go of the idea that there must be something much deeper driving the backlash against them, and few other subjects have confounded me more than trying to figure out what to think about it. Americans don’t know how to fight AI.

Hacker News 8d ago

Newfound sound wave scattering rule may lead to less bulky, more effective soundproofing

June 8, 2026 report Newfound sound wave scattering rule may lead to less bulky, more effective soundproofing Krystal Kasal Author Gaby Clark Scientific Editor Robert Egan Associate Editor Researchers in China recently uncovered a quantum-inspired rule governing how sound is scattered by certain physical properties of a material. Their research, published in Physical Review Letters, may lead to the ability to design materials with optimal, broadband sound blocking. Rules governing acoustic...

Phys.org 2d ago

‘Why are we traumatizing kids’: Ms. Rachel blasts family separation in visit to controversial ICE detention center

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The Independent World 1d ago

My walk across America is over, but my mission for South Side kids is not

As I write this, I am sitting in stillness for the first time in a while. I’ve been walking across America for nearly 200 days, and I admit I’m itching to get back onto the open road. I loved the walk — meeting new people, seeing the hidden corners of America, and learning her stories.

Fox News 1d ago

Claude Fable 5

Claude Fable 5 and Claude Mythos 5 Today we’re launching Claude Fable 5: a Mythos-class1 model that we’ve made safe for general use. Fable 5’s capabilities exceed those of any model we’ve ever made generally available.

Hacker News 1d ago