Energy Efficient Routing Protocol for an IoT-Based WSN System to Detect Forest Fires

被引:21
|
作者
Pedditi, Ramesh Babu [1 ]
Debasis, Kumar [1 ]
机构
[1] VIT AP Univ, Sch Comp Sci & Engn, Amaravati 522237, India
来源
APPLIED SCIENCES-BASEL | 2023年 / 13卷 / 05期
关键词
wireless sensor network; time division multiple access; forest fire detection; energy conservation; clustering; Internet of Things; WIRELESS SENSOR NETWORKS;
D O I
10.3390/app13053026
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Around a third of the world's surface area is covered with forests. This is about 4-5 billion hectares of land. We are losing an additional 3 million hectares of forest cover each year than we did in 2001. Hence, researchers worldwide have been working on the identification and prevention of forest fires more aggressively. The wireless sensor network technology for forest fire detection was established as a result of the shortcomings of standard forest fire detection techniques in real time. This paper proposes an energy-aware Internet of Things (IoT) based Wireless Sensor Network (WSN) model with an efficient clustering and routing technique for forest fire detection. The proposed model is named Energy Efficient Routing Protocol (EERP). The model decreases the energy utilization in sensor nodes by minimizing idle listening in cluster heads. EERP also minimizes the transmission of redundant data by allowing only the sensor nodes close to an event to report the event. Furthermore, the model ensures that sensor nodes with low energy levels do not become cluster heads. EERP uses multi-hop routes to send data from source nodes to the Base Station. The performance of EERP is compared with that of some existing Medium Access Control (MAC) protocols in various scenarios. The simulation results prove that the proposed model reduces energy consumption in sensor nodes significantly.
引用
收藏
页数:22
相关论文
共 50 条
  • [1] An Energy-Efficient and Secure Routing Protocol for Intrusion Avoidance in IoT-Based WSN
    Haseeb, Khalid
    Almogren, Ahmad
    Islam, Naveed
    Din, Ikram Ud
    Jan, Zahoor
    ENERGIES, 2019, 12 (21)
  • [2] Empirical Study on Energy-Efficient IoT-Based WSN Routing Protocols for Smart Agriculture System
    Rao, Ashutosh Kumar
    Nagwanshi, Kapil Kumar
    Pathak, Sunil
    ADVANCES IN INFORMATION COMMUNICATION TECHNOLOGY AND COMPUTING, AICTC 2021, 2022, 392 : 259 - 271
  • [3] Link-Quality-Based Energy-Efficient Routing Protocol for WSN in IoT
    Shahid, Misbah
    Tariq, Moeenuddin
    Iqbal, Zeshan
    Albarakati, Hussain Mobarak
    Fatima, Noor
    Khan, Muhammad Attique
    Shabaz, Mohammad
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2024, 70 (01) : 4645 - 4653
  • [4] A novel energy-efficient and reliable ACO-based routing protocol for WSN-enabled forest fires detection
    Noureddine Moussa
    Edmond Nurellari
    Abdelbaki El Belrhiti El Alaoui
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 : 11639 - 11655
  • [5] A novel energy-efficient and reliable ACO-based routing protocol for WSN-enabled forest fires detection
    Moussa, Noureddine
    Nurellari, Edmond
    El Alaoui, Abdelbaki El Belrhiti
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2022, 14 (9) : 11639 - 11655
  • [6] Energy Efficient and Cluster Based Routing Protocol for WSN
    Zhao, Hairong
    Zhou, Wuneng
    Gao, Yan
    PROCEEDINGS OF THE 2012 EIGHTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS 2012), 2012, : 107 - 111
  • [7] An Efficient Centroid-Based Routing Protocol for Energy Management in WSN-Assisted IoT
    Shen, Jian
    Wang, Anxi
    Wang, Chen
    Hung, Patrick C. K.
    Lai, Chin-Feng
    IEEE ACCESS, 2017, 5 : 18469 - 18479
  • [8] Energy Efficient Cluster based Routing Protocol with Secure IDS for IoT Assisted Heterogeneous WSN
    Alkhliwi, Sultan
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (11) : 495 - 502
  • [9] Energy efficient chain based cooperative routing protocol for WSN
    Rani, Shalli
    Malhotra, Jyoteesh
    Talwar, Rajneesh
    APPLIED SOFT COMPUTING, 2015, 35 : 386 - 397
  • [10] Energy Efficient Routing Protocol for IOT Based Application
    Dhtore, Virendrakumar A.
    Verma, Avnish Raj
    Thigale, Somnath B.
    TECHNO-SOCIETAL 2018: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR SOCIETAL APPLICATIONS - VOL 1, 2020, : 197 - 204