An enhanced sum rate in the cluster based cognitive radio relay network using the sequential approach for the future Internet of Things

被引:13
作者
Miah, Md Sipon [1 ,2 ]
Schukat, Michael [1 ]
Barrett, Enda [1 ]
机构
[1] Natl Univ Ireland Galway, Dept Informat Technol, Univ Rd, Galway H91 TK33, Ireland
[2] Islamic Univ, Dept Informat & Commun Engn, Shantidanga Dulalpur 7003, Kushtia, Bangladesh
关键词
Cognitive radio; Channel sensing; Amplify and forward relay; Fusion center; Non-sequential approach; Sequential approach; Internet of Things; SENSING STRATEGY;
D O I
10.1186/s13673-018-0139-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The cognitive radio relay plays a vital role in cognitive radio networking (CRN), as it can improve the cognitive sum rate, extend the coverage, and improve the spectral efficiency. However, cognitive relay aided CRNs cannot obtain a maximal sum rate, when the existing sensing approach is applied to a CRN. In this paper, we present an enhanced sum rate in the cluster based cognitive radio relay network utilizing a reporting framework in the sequential approach. In this approach a secondary user (SU) extends its sensing time until right before the beginning of its reporting time slot by utilizing the reporting framework. Secondly all the individual measurement results from each relay aided SU are passed on to the corresponding cluster head (CH) through a noisy reporting channel, while the CH with a soft-fusion report is forwarded to the fusion center that provides the final decision using the n-out-of-k-rule. With such extended sensing intervals and amplified reporting, a better sensing performance can be obtained than with a conventional non-sequential approach, therefore making it applicable for the future Internet of Things. In addition, the sum rate of the primary network and CCRRN are also investigated for the utilization reporting framework in the sequential approach with a relay using the n-out-of-k rule. By simulation, we show that the proposed sequential approach with a relay (Lemma 2) provides a significant sum rate gain compared to the conventional non-sequential approach with no relay (Lemma 1) under any condition.
引用
收藏
页数:27
相关论文
共 15 条
  • [1] Enhanced Sensing and Sum-Rate Analysis in a Cognitive Radio-Based Internet of Things
    Miah, Md Sipon
    Ahmed, Kazi Mowdud
    Islam, Md Khairul
    Mahmud, Md Ashek Raihan
    Rahman, Md Mahbubur
    Yu, Heejung
    SENSORS, 2020, 20 (09)
  • [2] Low-complexity timer-based multi-relay selection and sequential power allocation of cooperative cognitive radio networks for future Internet of things
    Rahman, Md Arifur
    Lee, Youngdoo
    Koo, Insoo
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2016, 12 (10):
  • [3] Cognitive radio in the context of internet of things using a novel future internet architecture called NovaGenesis
    Alberti, Antonio M.
    Mazzer, Daniel
    Bontempo, M. M.
    de Oliveira, Lucio H.
    Righi, Rodrigo da Rosa
    Sodre, Arismar Cerqueira, Jr.
    COMPUTERS & ELECTRICAL ENGINEERING, 2017, 57 : 147 - 161
  • [4] MU-MIMO Based Cognitive Radio in Internet of Vehicles (IoV) for Enhanced Spectrum Sensing Accuracy and Sum Rate
    Hossain, Mohammad Amzad
    Schukat, Michael
    Barrett, Enda
    2021 IEEE 93RD VEHICULAR TECHNOLOGY CONFERENCE (VTC2021-SPRING), 2021,
  • [5] Age of Information for Short-Packet Relay Communications in Cognitive-Radio-Based Internet of Things With Outdated Channel State Information
    Chen, Yong
    Cai, Yueming
    Ding, Guoru
    Yu, Baoquan
    Xu, Chenglong
    IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2023, 9 (03) : 722 - 737
  • [6] A smart spectrum utilization approach using multiantenna-based cognitive relays in cognitive radio network
    Samanta, Dipak
    Kumar Bag, Jayanta
    Kumar, De Chanchal
    Chandra, Abhijit
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2021, 34 (01)
  • [7] Enhanced Spectrum Sensing Based on Energy Detection in Cognitive Radio Network using Adaptive Threshold
    Alom, Md. Zulfikar
    Godder, Tapan Kumar
    Morshed, Mohammad Nayeem
    Maali, Asmaa
    PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON NETWORKING, SYSTEMS AND SECURITY (NSYSS), 2017, : 138 - 143
  • [8] Internet of Things Energy Efficient Cluster-Based Routing Using Hybrid Particle Swarm Optimization for Wireless Sensor Network
    Senthil, G. A.
    Raaza, Arun
    Kumar, N.
    WIRELESS PERSONAL COMMUNICATIONS, 2022, 122 (03) : 2603 - 2619
  • [9] Internet of Things Energy Efficient Cluster-Based Routing Using Hybrid Particle Swarm Optimization for Wireless Sensor Network
    G. A. Senthil
    Arun Raaza
    N. Kumar
    Wireless Personal Communications, 2022, 122 : 2603 - 2619
  • [10] A forwarding strategy based on ANFIS in internet-of-things-oriented wireless sensor network (WSN) using a novel fuzzy-based cluster head protocol
    Shishupal Kumar
    Nidhi Lal
    Vijay Kumar Chaurasiya
    Annals of Telecommunications, 2018, 73 : 627 - 638