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770 Results Found

  • Review
  • Open Access
258 Citations
31,668 Views
33 Pages

22 August 2013

A cognitive radio wireless sensor network is one of the candidate areas where cognitive techniques can be used for opportunistic spectrum access. Research in this area is still in its infancy, but it is progressing rapidly. The aim of this study is t...

(This article belongs to the Section Sensor Networks)
  • Review
  • Open Access
19 Citations
8,815 Views
34 Pages

Assessing Routing Strategies for Cognitive Radio Sensor Networks

  • Suleiman Zubair,
  • Norsheila Fisal,
  • Yakubu S. Baguda and
  • Kashif Saleem

26 September 2013

Interest in the cognitive radio sensor network (CRSN) paradigm has gradually grown among researchers. This concept seeks to fuse the benefits of dynamic spectrum access into the sensor network, making it a potential player in the next generation (Nex...

(This article belongs to the Section Sensor Networks)
  • Review
  • Open Access
46 Citations
7,338 Views
19 Pages

10 September 2016

Cognitive radio wireless sensor networks (CR-WSNs) have attracted a great deal of attention recently due to the emerging spectrum scarcity issue. This work attempts to provide a detailed analysis of the role of node clustering in CR-WSNs. We outline...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
7 Citations
5,486 Views
18 Pages

20 October 2014

A cognitive radio sensor network (CRSN) is a wireless sensor network in which sensor nodes are equipped with cognitive radio. CRSNs benefit from cognitive radio capabilities such as dynamic spectrum access and transmission parameters reconfigurabili...

(This article belongs to the Section Sensor Networks)
  • Proceeding Paper
  • Open Access
8 Citations
2,550 Views
7 Pages

18 January 2018

In recent year, the most emerging and growing field of research and development is “Internet of Things” (IoT). This is due to advancement in wireless sensor network (WSN) which operate in the unlicensed industrial, scientific and medical (ISM) spectr...

(This article belongs to the Proceedings of The 4th International Electronic Conference on Sensors and Applications)
  • Article
  • Open Access
36 Citations
7,886 Views
19 Pages

Energy-Efficient Cognitive Radio Sensor Networks: Parametric and Convex Transformations

  • Muhammad Naeem,
  • Kandasamy Illanko,
  • Ashok Karmokar,
  • Alagan Anpalagan and
  • Muhammad Jaseemuddin

21 August 2013

Designing energy-efficient cognitive radio sensor networks is important to intelligently use battery energy and to maximize the sensor network life. In this paper, the problem of determining the power allocation that maximizes the energy-efficiency o...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
23 Citations
5,293 Views
20 Pages

30 June 2016

A cognitive radio sensor network (CRSN) is a wireless sensor network in which sensor nodes are equipped with cognitive radio. In this paper, we propose an energy-efficient game-theory-based spectrum decision (EGSD) scheme for CRSNs to prolong the net...

(This article belongs to the Section Sensor Networks)
  • Feature Paper
  • Article
  • Open Access
16 Citations
3,404 Views
14 Pages

Wireless sensor networks are considered an integral part of the Internet of Things, which is the focus of research centers and governments around the world. Clustering mechanisms and cognitive radio, in turn, are considered promising wireless network...

(This article belongs to the Special Issue Wireless Network Protocols and Performance Evaluation)
  • Article
  • Open Access
4 Citations
5,200 Views
20 Pages

27 November 2015

We consider a Sensor-Aided Cognitive Radio Network (SACRN) in which sensors capable of harvesting energy are distributed throughout the network to support secondary transmitters for sensing licensed channels in order to improve both energy and spectr...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
10 Citations
6,229 Views
20 Pages

11 August 2014

A cognitive radio sensor network (CRSN) is a wireless sensor network whose sensor nodes are equipped with cognitive radio capability. Clustering is one of the most challenging issues in CRSNs, as all sensor nodes, including the cluster head, have to...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
6 Citations
4,128 Views
22 Pages

Applying Case-Based Reasoning to Tactical Cognitive Sensor Networks for Dynamic Frequency Allocation

  • Jae Hoon Park,
  • Won Cheol Lee,
  • Joo Pyoung Choi,
  • Jeung Won Choi and
  • Soo Bin Um

6 December 2018

In this paper, a cognitive radio engine platform is proposed for exploiting available frequency channels for a tactical wireless sensor network while aiming to protect incumbent communication devices, known as the primary user (PU), from undesired ha...

(This article belongs to the Section Sensor Networks)
  • Review
  • Open Access
10 Citations
4,079 Views
26 Pages

5 November 2018

The increase of application areas in wireless sensor networks demands novel solutions in terms of energy consumption and radio frequency management. Cognitive radio sensor networks (CRSNs) are key for ensuring efficient spectrum management, by making...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
4 Citations
2,845 Views
23 Pages

Fuzzy-Based Sensor Fusion for Cognitive Load Assessment in Inclusive Manufacturing Strategies

  • Agnese Testa,
  • Alessandro Simeone,
  • Massimiliano Zecca,
  • Andrea Paoli and
  • Luca Settineri

27 May 2025

In recent years, the need to design inclusive workplaces has grown, particularly in manufacturing contexts where high cognitive demands may disadvantage neurodiverse individuals. In manufacturing environments, neurodiverse workers often experience di...

(This article belongs to the Special Issue Sensors for Smart Manufacturing: Advanced Sensing Solutions for Human-Centric, Inclusive and Resilient Industrial Systems)
  • Article
  • Open Access
6 Citations
4,079 Views
16 Pages

1 December 2019

This paper presents a cognitive satellite communication based wireless sensor network, which combines the wireless sensor network and the cognitive satellite terrestrial network. To address the conflict between the continuously increasing demand and...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
13 Citations
6,582 Views
23 Pages

24 January 2017

The incorporation of cognitive radio (CR) capability in wireless sensor networks yields a promising network paradigm known as CR sensor networks (CRSNs), which is able to provide spectrum efficient data communication. However, due to the high energy...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
13 Citations
5,124 Views
12 Pages

Quantifying Cognitive Workload Using a Non-Contact Magnetocardiography (MCG) Wearable Sensor

  • Zitong Wang,
  • Keren Zhu,
  • Archana Kaur,
  • Robyn Recker and ,
  • Jingzhen Yang and
  • Asimina Kiourti
  • + 1 author+ 0 author

24 November 2022

Quantifying cognitive workload, i.e., the level of mental effort put forth by an individual in response to a cognitive task, is relevant for healthcare, training and gaming applications. However, there is currently no technology available that can re...

(This article belongs to the Special Issue Applications of Body Worn Sensors and Wearables)
  • Article
  • Open Access
13 Citations
6,317 Views
15 Pages

Opportunistic Hybrid Transport Protocol (OHTP) for Cognitive Radio Ad Hoc Sensor Networks

  • Yousaf Bin Zikria,
  • Summera Nosheen,
  • Farruh Ishmanov and
  • Sung Won Kim

15 December 2015

The inefficient assignment of spectrum for different communications purposes, plus technology enhancements and ever-increasing usage of wireless technology is causing spectrum scarcity. To address this issue, one of the proposed solutions in the lite...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
13 Citations
6,926 Views
31 Pages

21 May 2014

The need for implementing reliable data transfer in resource-constrained cognitive radio ad hoc networks is still an open issue in the research community. Although geographical forwarding schemes are characterized by their low overhead and efficiency...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
3 Citations
3,443 Views
14 Pages

3 August 2018

A cognitive sensor network with energy harvesting (EH-CSN) is a promising paradigm to address the issues both in spectrum efficiency and in energy efficiency. The cognitive sensors (CSs) equipped with energy harvesting devices are assumed to operate...

(This article belongs to the Special Issue Advanced Technologies on Green Radio Networks)
  • Article
  • Open Access
8 Citations
4,988 Views
15 Pages

4 May 2017

Security and privacy are crucial for cognitive sensor radio networks (CSRNs) due to the possible eavesdropping between secondary sensors and the secondary fusion center. Motivated by this observation, we investigate the physical layer security perfor...

(This article belongs to the Special Issue Wireless Rechargeable Sensor Networks)
  • Review
  • Open Access
35 Citations
5,104 Views
28 Pages

A Review of Cognitive Hybrid Radio Frequency/Visible Light Communication Systems for Wireless Sensor Networks

  • Rodrigo Fuchs Miranda,
  • Carlos Henrique Barriquello,
  • Vitalio Alfonso Reguera,
  • Gustavo Weber Denardin and ,
  • Djeisson Hoffmann Thomas,
  • Felipe Loose and
  • Leonardo Saldanha Amaral
  • + 2 authors+ 0 author

12 September 2023

The development and growth of Wireless Sensor Networks (WSNs) is significantly propelled by advances in Radio Frequency (RF) and Visible Light Communication (VLC) technologies. This paper endeavors to present a comprehensive review of the state-of-th...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
12 Citations
4,319 Views
16 Pages

Optimized Non-Cooperative Spectrum Sensing Algorithm in Cognitive Wireless Sensor Networks

  • Yangyi Chen,
  • Shaojing Su,
  • Huiwen Yin,
  • Xiaojun Guo and ,
  • Zhen Zuo,
  • Junyu Wei and
  • Liyin Zhang
  • + 2 authors+ 0 author

10 May 2019

The cognitive wireless sensor network (CWSN) is an important development direction of wireless sensor networks (WSNs), and spectrum sensing technology is an essential prerequisite for CWSN to achieve spectrum sharing. However, the existing non-cooper...

(This article belongs to the Special Issue Measurements for Cognitive Radio Communication Systems)
  • Article
  • Open Access
9 Citations
5,700 Views
30 Pages

Mobility-Enhanced Reliable Geographical Forwarding in Cognitive Radio Sensor Networks

  • Suleiman Zubair,
  • Sharifah Kamilah Syed Yusoff and
  • Norsheila Fisal

29 January 2016

The emergence of the Internet of Things and the proliferation of mobile wireless devices has brought the area of mobile cognitive radio sensor networks (MCRSN) to the research spot light. Notwithstanding the potentials of CRSNs in terms of opportunis...

(This article belongs to the Special Issue Mobile Sensor Computing: Theory and Applications)
  • Article
  • Open Access
6 Citations
1,867 Views
16 Pages

26 August 2024

In order to explore more spectrum resources to support sensors and their related applications, cognitive wireless sensor networks (CWSNs) have emerged to identify available channels being underutilized by the primary user (PU). To improve the detecti...

  • Article
  • Open Access
3,574 Views
19 Pages

28 March 2019

Compressed sensing based in-network compression methods which minimize data redundancy are critical to cognitive video sensor networks. However, most existing methods require a large number of sensors for each measurement, resulting in significant pe...

(This article belongs to the Special Issue The 20th Anniversary of Entropy - Recent Advances in Entropy and Information-Theoretic Concepts and Their Applications)
  • Communication
  • Open Access
4 Citations
2,965 Views
16 Pages

Multi-Radio Based Rendezvous Technique for Heterogeneous Cognitive Radio Sensor Network

  • Md. Tahidul Islam,
  • Sithamparanathan Kandeepan and
  • Robin. J. Evans

24 April 2021

In a distributed cognitive radio (CR) sensor network, transmission and reception on vacant channels require cognitive radio nodes to achieve rendezvous. Because of the lack of adequate assistance from the network environment, such as the central cont...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
10 Citations
6,612 Views
18 Pages

16 March 2017

The cognitive sensor (CS) can transmit data to the control center in the same spectrum that is licensed to the primary user (PU) when the absence of the PU is detected by spectrum sensing. However, the battery energy of the CS is limited due to its s...

(This article belongs to the Special Issue Energy Harvesting Sensors for Long Term Applications in the IoT Era)
  • Article
  • Open Access
12 Citations
6,370 Views
14 Pages

31 March 2016

The Cognitive Radio Sensor Network (CRSN) is considered as a viable solution to enhance various aspects of the electric power grid and to realize a smart grid. However, several challenges for CRSNs are generated due to the harsh wireless environment...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
19 Citations
5,556 Views
16 Pages

4 September 2017

This paper proposes novel satellite-based wireless sensor networks (WSNs), which integrate the WSN with the cognitive satellite terrestrial network. Having the ability to provide seamless network access and alleviate the spectrum scarcity, cognitive...

(This article belongs to the Special Issue Cognitive Radio Sensing and Sensor Networks)
  • Article
  • Open Access
5 Citations
4,911 Views
21 Pages

25 November 2016

The rapid proliferation of independently-designed and -deployed wireless sensor networks extremely crowds the wireless spectrum and promotes the emergence of cognitive radio sensor networks (CRSN). In CRSN, the sensor node (SN) can make full use of t...

(This article belongs to the Special Issue Trusted and Secure Wireless Sensor Network Designs and Deployments)
  • Systematic Review
  • Open Access
2 Citations
2,342 Views
34 Pages

Competitive eSports impose substantial cognitive workload, yet performance evaluation still emphasizes post-match statistics without considering players’ cognitive states. We reviewed 30 papers that recorded physiological signals using sensors...

(This article belongs to the Special Issue Advances in Wearable Sensor Technology for Injury Risk and Performance Assessment)
  • Article
  • Open Access
15 Citations
5,148 Views
14 Pages

16 May 2017

This paper considers the deployment of a cognitive radio scheme in wireless sensor networks to achieve (1) fair spectrum allocation, (2) maximum spectrum utilization, and (3) priority-based sensor transmissions, while (4) avoiding unnecessary spectru...

(This article belongs to the Special Issue Scientific Programming in Practical Symmetric Big Data)
  • Article
  • Open Access
13 Citations
5,239 Views
18 Pages

27 November 2017

In Wireless Sensor Networks (WSNs), unlicensed users, that is, sensor nodes, have excessively exploited the unlicensed radio spectrum. Through Cognitive Radio (CR), licensed radio spectra, which are owned by licensed users, can be partly or entirely...

(This article belongs to the Special Issue Cognitive Radio Sensing and Sensor Networks)
  • Article
  • Open Access
5 Citations
6,555 Views
23 Pages

30 October 2015

In a cognitive sensor network (CSN), the wastage of sensing time and energy is a challenge to cooperative spectrum sensing, when the number of cooperative cognitive nodes (CNs) becomes very large. In this paper, a novel wireless power transfer (WPT)...

(This article belongs to the Special Issue Towards Energy-Neutral WSN Architectures: Energy Harvesting and Other Enabling Technologies)
  • Article
  • Open Access
13 Citations
4,603 Views
15 Pages

Sensor Location Optimization of Wireless Wearable fNIRS System for Cognitive Workload Monitoring Using a Data-Driven Approach for Improved Wearability

  • Masudur R. Siddiquee,
  • Roozbeh Atri,
  • J. Sebastian Marquez,
  • S. M. Shafiul Hasan and ,
  • Rodrigo Ramon and
  • Ou Bai
  • + 1 author+ 0 author

7 September 2020

Functional Near-Infrared Spectroscopy (fNIRS) is a hemodynamic modality in human cognitive workload assessment receiving popularity due to its easier implementation, non-invasiveness, low cost and other benefits from the signal-processing point of vi...

(This article belongs to the Section Wearables)
  • Article
  • Open Access
9 Citations
2,960 Views
25 Pages

In-Network Data Aggregation for Ad Hoc Clustered Cognitive Radio Wireless Sensor Network

  • Mohamad Rida Mortada,
  • Abbass Nasser,
  • Ali Mansour and
  • Koffi-Clément Yao

11 October 2021

In cognitive radio wireless sensor networks (CRSN), the nodes act as secondary users. Therefore, they can access a channel whenever its primary user (PU) is absent. Thus, the nodes are assumed to be equipped with a spectrum sensing (SS) module to mon...

(This article belongs to the Special Issue Smart Systems for Wireless Communications and Networks)
  • Review
  • Open Access
12 Citations
4,227 Views
13 Pages

24 December 2021

Patients show subtle changes in daily behavioral patterns, revealed by traditional assessments (e.g., performance- or questionnaire-based assessments) even in the early stage of Alzheimer’s disease (AD; i.e., the mild cognitive impairment (MCI)...

(This article belongs to the Special Issue Toward the Establishment of Personalized Medicine in Psychiatry)
  • Article
  • Open Access
4 Citations
5,321 Views
28 Pages

15 September 2017

The data sequence of spectrum sensing results injected from dedicated spectrum sensor nodes (SSNs) and the data traffic from upstream secondary users (SUs) lead to unpredictable data loads in a sensor network-aided cognitive radio ad hoc network (SN-...

(This article belongs to the Special Issue Cognitive Radio Sensing and Sensor Networks)
  • Article
  • Open Access
6 Citations
4,477 Views
15 Pages

18 January 2017

The spectrum allocation for cognitive radio sensor networks (CRSNs) has received considerable research attention under the assumption that the spectrum environment is static. However, in practice, the spectrum environment varies over time due to prim...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
35 Citations
10,421 Views
36 Pages

An Energy-Efficient Spectrum-Aware Reinforcement Learning-Based Clustering Algorithm for Cognitive Radio Sensor Networks

  • Ibrahim Mustapha,
  • Borhanuddin Mohd Ali,
  • Mohd Fadlee A. Rasid,
  • Aduwati Sali and
  • Hafizal Mohamad

13 August 2015

It is well-known that clustering partitions network into logical groups of nodes in order to achieve energy efficiency and to enhance dynamic channel access in cognitive radio through cooperative sensing. While the topic of energy efficiency has been...

(This article belongs to the Special Issue Towards Energy-Neutral WSN Architectures: Energy Harvesting and Other Enabling Technologies)
  • Article
  • Open Access
13 Citations
4,065 Views
30 Pages

19 February 2019

The improvement of stable, energy-efficient mobile-based clustering and routing protocols in wireless sensor networks (WSNs) has become indispensable so as to develop large-scale, versitale, and adaptive applications. Data is gathered more efficientl...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
16 Citations
3,257 Views
23 Pages

Clustering protocols and simultaneous wireless information and power transfer (SWIPT) technology can solve the issue of imbalanced energy consumption among nodes in energy harvesting-cognitive radio sensor networks (EH-CRSNs). However, dynamic energy...

  • Article
  • Open Access
1 Citations
1,412 Views
22 Pages

Transforming Opportunistic Routing: A Deep Reinforcement Learning Framework for Reliable and Energy-Efficient Communication in Mobile Cognitive Radio Sensor Networks

  • Suleiman Zubair,
  • Bala Alhaji Salihu,
  • Altyeb Altaher Taha,
  • Yakubu Suleiman Baguda and ,
  • Ahmed Hamza Osman and
  • Asif Hassan Syed
  • + 1 author+ 0 author

21 April 2026

The Mobile Reliable Opportunistic Routing (MROR) protocol improves data-forwarding reliability in Cognitive Radio Sensor Networks (CRSNs) through mobility-aware virtual contention groups and handover zoning. However, its heuristic decision logic is d...

  • Article
  • Open Access
7 Citations
4,270 Views
12 Pages

5 April 2022

This study investigated the effects of performing a cognitive task on the sensory integration of balance in healthy individuals. Ten subjects (five F/five M; 21.5 ± 2.17 years; 69.9 ± 3.4 inches; 155.6 ± 26.1 lbs; Caucasian), wit...

(This article belongs to the Section Biomedical Sensors)
  • Article
  • Open Access
5 Citations
7,300 Views
28 Pages

Study of Multi-Armed Bandits for Energy Conservation in Cognitive Radio Sensor Networks

  • Juan Zhang,
  • Hong Jiang,
  • Zhenhua Huang,
  • Chunmei Chen and
  • Hesong Jiang

21 April 2015

Technological advances have led to the emergence of wireless sensor nodes in wireless networks. Sensor nodes are usually battery powered and hence have strict energy constraints. As a result, energy conservation is very important in the wireless sens...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
18 Citations
4,331 Views
15 Pages

12 November 2018

With the growing demand, Wireless Multimedia Sensor Networks (WMSNs) play an increasingly important role, which enhances the capacity of typical Wireless Sensor Networks (WSNs). Additionally, integrating satellite systems into WMSNs brings about the...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
9 Citations
3,362 Views
18 Pages

A Joint Power, Delay and Rate Optimization Model for Secondary Users in Cognitive Radio Sensor Networks

  • Bernard Ssajjabbi Muwonge,
  • Tingrui Pei,
  • Julianne Sansa Otim and
  • Fred Mayambala

31 August 2020

To maximize the limited spectrum among primary users and cognitive Internet of Things (IoT) users as we save the limited power and energy resources available, there is a need to optimize network resources. Whereas it is quite complex to study the imp...

(This article belongs to the Special Issue Cognitive Radio Networks for Internet of Things and Wireless Sensor Networks)
  • Article
  • Open Access
3 Citations
2,997 Views
14 Pages

On the Performance of Random Cognitive mmWave Sensor Networks

  • Yi Song,
  • Weiwei Yang,
  • Zhongwu Xiang,
  • Biao Wang and
  • Yueming Cai

19 July 2019

This paper investigates the secrecy performance of a cognitive millimeter wave (mmWave) wiretap sensor network, where the secondary transmitter (SU-Tx) intends to communicate with a secondary sensor node under the interference temperature constraint...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
123 Citations
9,094 Views
25 Pages

22 April 2023

Relevant research has investigated how predictive modeling algorithms, deep-learning-based sensing technologies, and big urban data configure immersive hyperconnected virtual spaces in digital twin cities: digital twin modeling tools, monitoring and...

(This article belongs to the Special Issue Advanced Methods in the Mathematical Modeling of Economics, Econometrics, and Financial Management)
  • Review
  • Open Access
33 Citations
8,310 Views
19 Pages

An Overview of Approaches and Methods for the Cognitive Workload Estimation in Human–Machine Interaction Scenarios through Wearables Sensors

  • Sabrina Iarlori,
  • David Perpetuini,
  • Michele Tritto,
  • Daniela Cardone and ,
  • Alessandro Tiberio,
  • Manish Chinthakindi,
  • Chiara Filippini,
  • Luca Cavanini,
  • Alessandro Freddi and
  • Andrea Monteriù
  • + 7 authors+ 2 authors

Background: Human-Machine Interaction (HMI) has been an important field of research in recent years, since machines will continue to be embedded in many human actvities in several contexts, such as industry and healthcare. Monitoring in an ecological...

(This article belongs to the Special Issue Feature Papers in Applied Biomedical Data Science)

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