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In cognitive Internet of Things (CIoT) networks, efficient spectrum sharing is essential to address increasing wireless demands. This paper presents a novel deep reinforcement learning (DRL)-based approach for joint cooperative caching and…

信号处理 · 电气工程与系统科学 2025-12-17 Nadia Abdolkhani , Walaa Hamouda

In this paper, we present the case of utilizing interference temperature (IT) as a dynamic quantity rather than as a fixed quantity in an orthogonal frequency division multiple access (OFDMA) based spectrum sharing systems. The fundamental…

信号处理 · 电气工程与系统科学 2020-03-06 Amit Kachroo , Sabit Ekin , Ali Imran

This paper focuses on cognitive radio (CR) internet- of-things (IoT) networks where spectrum sensors are deployed for IoT CR devices, which do not have enough hardware capability to identify an unoccupied spectrum by themselves. In this…

网络与互联网体系结构 · 计算机科学 2017-03-23 Hyesung Kim , Seung-Woo Ko , Seong-Lyun Kim

We investigate a cognitive radio network in which a primary user (PU) may cooperate with a cognitive radio user (i.e., a secondary user (SU)) for transmissions of its data packets. The PU is assumed to be a buffered node operating in a…

网络与互联网体系结构 · 计算机科学 2017-10-27 Ahmed El Shafie , Tamer Khattab , Amr El-Keyi

Renewable energy powered cognitive radio (CR) network has gained much attention due to its combination of the CR's spectrum efficiency and the renewable energy's "green" nature. In the paper, we investigate the delay-optimal data…

信息论 · 计算机科学 2015-10-06 Tian Zhang , Wei Chen

In recent years, a large number of smart devices will be connected in Internet of Things (IoT) using an ad hoc network, which needs more frequency spectra. The cognitive radio (CR) technology can improve spectrum utilization in an…

网络与互联网体系结构 · 计算机科学 2020-03-27 Xiaoxiong Zhong , Li Li , Yuanping Zhang , Bin Zhang , Weizhe Zhang , Tingting Yang

In the evolving landscape of the Internet of Things (IoT), integrating cognitive radio (CR) has become a practical solution to address the challenge of spectrum scarcity, leading to the development of cognitive IoT (CIoT). However, the…

信号处理 · 电气工程与系统科学 2025-12-18 Nadia Abdolkhani , Nada Abdel Khalek , Walaa Hamouda

Due to ever increasing usage of wireless devices and data hungry applications, it has become necessary to improve the spectral efficiency of existing wireless networks. One way of improving spectral efficiency is to share the spectrum…

信号处理 · 电气工程与系统科学 2019-05-14 Shailesh Chaudhari

In this work we study energy-efficient transmission for Cognitive Radio (CR) which opportunistically operates on Primary User's (PU's) channel through spectrum sensing. Spectrum sensing and compulsory idling (for incumbent protection)…

网络与互联网体系结构 · 计算机科学 2012-05-09 Yuan Wu , Vincent K. N. Lau , Danny H. K. Tsang , Liping Qian

Over the recent years, the proliferation of smart devices and their applications has led to a rapid evolution of the concept of the Internet of Things (IoT), advancing large scale machine type networks which are characterized by sporadic…

信号处理 · 电气工程与系统科学 2019-03-27 Eleni Demarchou , Constantinos Psomas , Ioannis Krikidis

Cognitive Radio Network (CRN) provides effective capabilities for resource allocation with the valuable spectrum resources in the network. It provides the effective allocation of resources to the unlicensed users or Secondary Users (SUs) to…

网络与互联网体系结构 · 计算机科学 2023-12-14 Aravindkumaran S , D. Saraswady

As the Internet of Things (IoT) technology is being deployed, the demand for radio spectrum is increasing. Cognitive radio (CR) is one of the most promising solutions to allow opportunistic spectrum access for IoT secondary users through…

信号处理 · 电气工程与系统科学 2022-05-20 Ahmed A. Tawfik , Mohamed F. Abdelkader , Sherif M. Abuelenin

In this paper, we analyze a Cognitive Radio-based Internet-of-Things (CR-IoT) network comprising a Primary Network Provider (PNP) and an IoT operator. The PNP uses its licensed spectrum to serve its users. The IoT operator identifies the…

性能 · 计算机科学 2021-03-17 Asif Ahmed Sardar , Dibbendu Roy , Washim Uddin Mondal , Goutam Das

Cognitive radio networks (CRNs) are acknowledged for their ability to tackle the issue of spectrum under-utilization. In the realm of CRNs, this paper investigates the energy efficiency issue and addresses the critical challenge of…

新兴技术 · 计算机科学 2025-07-10 Deemah H. Tashman , Soumaya Cherkaoui , Walaa Hamouda

Spectrum is a scarce commodity, and considering the spectrum scarcity faced by the wireless-based service providers led to high congestion levels. Technical inefficiencies from pooled spectrum (this is nothing but the "common carrier…

网络与互联网体系结构 · 计算机科学 2010-06-30 Santosh Kumar Singh

Cognitive radio networks (CRNs) are a key mechanism for alleviating spectrum scarcity by enabling secondary users (SUs) to opportunistically access licensed frequency bands without harmful interference to primary users (PUs). To address…

网络与互联网体系结构 · 计算机科学 2026-04-03 Deemah H. Tashman , Soumaya Cherkaoui

Cognitive radio networks (CRNs) have emerged as a promising solution to enhance spectrum utilization by using unused or less used spectrum in radio environments. The basic idea of CRNs is to allow secondary users (SUs) access to licensed…

网络与互联网体系结构 · 计算机科学 2015-01-14 Xiaoxiong Zhong , Yang Qin , Li Li

In this paper, we study and analyze cooperative cognitive radio networks with arbitrary number of secondary users (SUs). Each SU is considered a prospective relay for the primary user (PU) besides having its own data transmission demand. We…

网络与互联网体系结构 · 计算机科学 2016-03-22 Mahmoud Ashour , M. Majid Butt , Amr Mohamed , Tamer ElBatt , Marwan Krunz

The proliferation of the Internet of Things (IoTs) and pervasive use of many different types of mobile computing devices make wireless communication spectrum a precious resource. In order to accommodate the still fast increasing number of…

网络与互联网体系结构 · 计算机科学 2018-05-02 Qi Dong , Yu Chen , Xiaohua Li , Kai Zeng

Dynamic spectrum access in cognitive radio networks can greatly improve the spectrum utilization efficiency. Nevertheless, interference may be introduced to the Primary User (PU) when the Secondary Users (SUs) dynamically utilize the PU's…

网络与互联网体系结构 · 计算机科学 2011-11-22 Chunxiao Jiang , Yan Chen , K. J. Ray Liu , Yong Ren
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