Improvement of life time for wireless body sensor networks using optimal clustering and routing protocol

被引:0
作者
Chitra, Singaram [1 ]
Kannan, Samikannu [2 ]
Raj, Annadurai Sundar [3 ]
机构
[1] GS Pillay Engn Coll, Elect & Commun Engn, Nagapattinam, Tamil Nadu, India
[2] EGS Pillay Engn Coll, Comp Sci & Engn, Nagapattinam, Tamil Nadu, India
[3] EGS Pillay Engn Coll, BioMed Engn, Nagapattinam, Tamil Nadu, India
关键词
Wireless sensor network; body sensors; clustering; routing protocol; glow-worm swarm optimization; ALGORITHM; SCHEME;
D O I
10.3233/JIFS-221172
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Medical advancements are being made in order to extend the lifespan of mankind. In the medical field, the penetration of Wireless Sensor Networks (WSN) can aid doctors in diagnosing patients accurately and prescribing the medications accordingly. In recent times, several people have permanent implants such as face makers and it is threatening to life to keep altering this body enhancement as well as it is required to possess a system in place to improve the performance of the Wireless Body Sensors. Transmission loss and route loss are two important elements that will drag the battery energy and minimizes its life span. This research proposes optimal clustering and path selection protocol to enhance the lifetime of wireless body sensor networks. Initially, the data is collected from each body sensor through a clustering method called Glow-worm Swarm Optimization (GSO) and the Fruit-fly technique is applied to find the best path. Here, the cluster head is selected with the help of GSO that minimizes the energy consumption as well as enhances the lifetime of WBSN. Further, the best path is identified by the FFO using the fitness value that is measured within the nodes on the basis of the distance. Since hybrid technology is used here, the routing accomplished is shown to be better. The results reveal that the proposed model has improved the sensor life term (95 sec) while compared with other existing methods like PSO with FFO (78 sec), ACO with FFO (77 sec), GA with FFO (76 sec), and LEACH (68 sec) algorithm for 500 nodes.
引用
收藏
页码:1673 / 1690
页数:18
相关论文
共 38 条
  • [1] An Energy Conserving Routing Scheme for Wireless Body Sensor Nanonetwork Communication
    Afsana, Fariha
    Asif-Ur-Rahman, Md
    Ahmed, Muhammad R.
    Mahmud, Mufti
    Kaiser, M. Shamim
    [J]. IEEE ACCESS, 2018, 6 : 9186 - 9200
  • [2] A Predictive Routing Algorithm for WBSN Based on Kalman Filter Iterations
    Anwar, Arifa
    Duraisamy, Sridharan
    [J]. IEEE SENSORS JOURNAL, 2018, 18 (18) : 7741 - 7748
  • [3] Multiconstraint-Aware Routing Mechanism for Wireless Body Sensor Networks
    Bangash, Javed Iqbal
    Khan, Abdul Waheed
    Khan, Asfandyar
    Khan, Atif
    Uddin, M. Irfan
    Hua, Qiaozhi
    [J]. JOURNAL OF HEALTHCARE ENGINEERING, 2021, 2021
  • [4] Basha A.R., 2020, J 15 COMPUTATIONAL T, V2, P423, DOI [10.1166/jctn.2018.7106, DOI 10.1166/JCTN.2018.7106]
  • [5] Optimal Partial Aggregation Based Energy Delay Compromise Technique for Wireless Sensor Network
    Basha, A. Raja
    Yaashuwanth, C.
    [J]. IETE JOURNAL OF RESEARCH, 2019, 65 (06) : 855 - 871
  • [6] Trust and Thermal Aware Routing Protocol (TTRP) for Wireless Body Area Networks
    Bhangwar, Ali Raza
    Kumar, Pardeep
    Ahmed, Adnan
    Channa, Muhammad Ibrahim
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2017, 97 (01) : 349 - 364
  • [7] Implementation of Fruit Fly Optimization Algorithm (FFOA) to escalate the attacking efficiency of node capture attack in Wireless Sensor Networks (WSN)
    Bhatt, Ruby
    Maheshwary, Priti
    Shukla, Piyush
    Shukla, Prashant
    Shrivastava, Manish
    Changlani, Soni
    [J]. COMPUTER COMMUNICATIONS, 2020, 149 : 134 - 145
  • [8] An Improved Authentication Protocol for Wireless Body Sensor Networks Applied in Healthcare Applications
    Chatterjee, Kakali
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2020, 111 (04) : 2605 - 2623
  • [9] A power-aware 2-covered path routing for wireless body area networks with variable transmission ranges
    Chen, Da-Ren
    Hsu, Chiun-Chieh
    Chen, Mu-Yen
    Guo, Chun-Fu
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2018, 118 : 379 - 397
  • [10] Reducing energy consumption of mobile phones during data transmission and encryption for wireless body area network applications
    DelBello, Chris
    Raihan, Kazi
    Zhang, Tao
    [J]. SECURITY AND COMMUNICATION NETWORKS, 2015, 8 (17) : 2973 - 2980