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Ultra-reliable low-latency communications (URLLC) require innovative approaches to modeling channel and interference dynamics, extending beyond traditional average estimates to encompass entire statistical distributions, including rare and…

系统与控制 · 电气工程与系统科学 2025-01-22 Fateme Salehi , Aamir Mahmood , Sinem Coleri , Mikael Gidlund

Ultra-reliable and low-latency communication (URLLC) will play a key role in fifth-generation (5G) and beyond networks, enabling mission-critical applications. Meeting the stringent URLLC requirements, characterized by extremely low packet…

信号处理 · 电气工程与系统科学 2026-04-29 Parmida Valiahdi , Niloofar Mehrnia , Walid Saad , Sinem Coleri

The Open Radio Access Network (O-RAN) marks a significant shift in the mobile network industry. By transforming a traditionally vertically integrated architecture into an open, data-driven one, O-RAN promises to enhance operational…

密码学与安全 · 计算机科学 2025-04-23 Dang Kien Nguyen , Rim El Malki , Filippo Rebecchi

This paper introduces a sophisticated and adaptable framework combining extreme value theory with radio maps to spatially model extreme channel conditions accurately. Utilising existing signal-to-noise ratio (SNR) measurements and…

网络与互联网体系结构 · 计算机科学 2024-04-09 Dian Echevarría Pérez , Onel L. Alcaraz López , Hirley Alves

A proper channel modeling methodology that characterizes the statistics of extreme events is key in the design of a system at an ultra-reliable regime of operation. The strict constraint of ultra-reliability corresponds to the packet error…

信号处理 · 电气工程与系统科学 2024-01-12 Niloofar Mehrnia , Sinem Coleri

Periodic inspections are necessary to keep railroad tracks in state of good repair and prevent train accidents. Automatic track inspection using machine vision technology has become a very effective inspection tool. Because of its…

计算机视觉与模式识别 · 计算机科学 2015-10-21 Xavier Gibert , Vishal M. Patel , Rama Chellappa

Promising technologies such as massive multiple-input and multiple-output, reconfigurable intelligent reflecting surfaces, non-terrestrial networks, millimetre wave communication, ultra-reliable lowlatency communication are envisioned as…

Extreme Value Theory (EVT) is one of the most commonly used approaches in finance for measuring the downside risk of investment portfolios, especially during financial crises. In this paper, we propose a novel approach based on EVT called…

综合经济学 · 经济学 2020-11-16 Hamidreza Arian , Hossein Poorvasei , Azin Sharifi , Shiva Zamani

Continuously evolving cyber-attacks against industrial networks reduce the effectiveness of signature-based detection methods. Once malware has infiltrated a network (for example, entering via an unsecured device), it can infect further…

密码学与安全 · 计算机科学 2026-05-26 Sevvandi Kandanaarachchi , Mahdi Abolghasemi , Hideya Ochiai , Asha Rao , Conrad Sanderson

Proper determination of the transmission rate in ultra-reliable low latency communication (URLLC) needs to incorporate a confidence interval (CI) for the estimated parameters due to the large amount of data required for their accurate…

信息论 · 计算机科学 2024-01-12 Niloofar Mehrnia , Sinem Coleri

This paper derives the distribution of the maximum end-to-end (e2e) signal to noise ratio (SNR) in an opportunistic relay selection based cooperative relaying (CR) network having large number of non-identical relay links between the source…

信息论 · 计算机科学 2020-10-21 Athira Subhash , Sheetal Kalyani

Risk-sensitive reinforcement learning (RL) has garnered significant attention in recent years due to the growing interest in deploying RL agents in real-world scenarios. A critical aspect of risk awareness involves modeling highly rare risk…

机器学习 · 计算机科学 2023-08-30 Karthik Somayaji NS , Yu Wang , Malachi Schram , Jan Drgona , Mahantesh Halappanavar , Frank Liu , Peng Li

A key building block in the design of ultra-reliable communication systems is a wireless channel model that captures the statistics of rare events occurring due to significant fading. In this paper, we propose a novel methodology based on…

信号处理 · 电气工程与系统科学 2024-01-12 Niloofar Mehrnia , Sinem Coleri

Attaining ultra-reliable communication (URC) in fifth-generation (5G) and beyond networks requires deriving statistics of channel in ultra-reliable region by modeling the extreme events. Extreme value theory (EVT) has been previously…

信息论 · 计算机科学 2024-01-12 Niloofar Mehrnia , Sinem Coleri

5G networks provide low-latency, high throughput, and massive connectivity, yet the control plane remains exposed to several security threats. Among the most common and impactful threats are Denial-of-Service (DoS) attacks, with Radio…

网络与互联网体系结构 · 计算机科学 2026-05-15 Noemi Giustini , Andrea Lacava , Leonardo Bonati , Stefano Maxenti , Michele Polese , Tommaso Melodia , Francesca Cuomo

Ultra-reliable low-latency communication (uRLLC) is a pivotal enabler for B5G/6G networks, yet it faces severe challenges from rare but critical extreme events, which are characterized by heavy tails in the delay distribution. While the…

信息论 · 计算机科学 2026-05-29 Yu Zhang , Xinyue Yang , Dongming Wang , Boyou Yi , Yaqin Xie , Hua Zhou , Zhizhong Zhang

Ultra-reliable low latency communication (URLLC) requires the packet error rate to be on the order of $10^{-9}$-$10^{-5}$. Determining the appropriate transmission rate to satisfy this ultra-reliability constraint requires deriving the…

信息论 · 计算机科学 2024-01-12 Niloofar Mehrnia , Sinem Coleri

In the rapidly evolving landscape of 5G technology, safeguarding Radio Frequency (RF) environments against sophisticated intrusions is paramount, especially in dynamic spectrum access and management. This paper presents an enhanced…

密码学与安全 · 计算机科学 2024-11-07 Mohammadreza Kouchaki , Minglong Zhang , Aly S. Abdalla , Guangchen Lan , Christopher G. Brinton , Vuk Marojevic

Efficient handover (HO) strategies are essential for maintaining the stringent performance requirements of ultra-reliable communication (URC) systems. This work introduces a novel HO framework designed from a physical-layer perspective,…

网络与互联网体系结构 · 计算机科学 2025-09-29 Dian Echevarría Pérez , Onel L. Alcaraz López , Hirley Alves

Successful information propagation from source to destination in Vehicular Adhoc Network (VANET) can be hampered by the presence of neighbouring attacker nodes causing unwanted packet dropping. Potential attackers change their behaviour…

网络与互联网体系结构 · 计算机科学 2023-10-03 Orvila Sarker , Hong Shen , M. Ali Babar
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