Optimizing and Enhancing the Lifetime of a Wireless Sensor Network Using Biogeography Based Optimization

Conference paper

Ajay Kaushik, Indu, S. and Gupta, D. 2018. Optimizing and Enhancing the Lifetime of a Wireless Sensor Network Using Biogeography Based Optimization. Applications of Computing and Communication Technologies First International Conference, ICACCT 2018. Springer. https://doi.org/10.1007/978-981-13-2035-4_23
AuthorsAjay Kaushik, Indu, S. and Gupta, D.
TypeConference paper
Abstract

Wireless sensor networks (WSNs) contain tiny sensor nodes which are operated battery and have a limited lifetime. Improving the network lifetime of a WSN by optimal battery usage is an area investigated by many researchers in the past. In this work we propose a new nature-inspired technique Biography based optimization for energy efficient clustering (BBO-C) in a WSN. BBO-C takes into account novel parameters like minimization of Cluster Head (CH) energy dissipation and the transmission distance between both sensor nodes to CH and sink to CH which results in better distribution of sensors and a well-balanced clustering system, thus enhancing the network lifetime of a WSN. BBO-C is simulated using Matlab and provide very good results in terms of network lifetime, packets sent to the base station and load distribution. BBO-C outperforms past works like PSO based clustering, GLBCA, GA and LDC by 38.2%, 53.6%, 58.8% and 62.2% respectively.

Keywordscomputer science ; wireless sensor network; Biogeography Based Optimization
Year2018
ConferenceApplications of Computing and Communication Technologies First International Conference, ICACCT 2018
JournalCommunications in Computer and Information Science
PublisherSpringer
ISSN1865-0929
1865-0937
Digital Object Identifier (DOI)https://doi.org/10.1007/978-981-13-2035-4_23
Web address (URL)http://dx.doi.org/10.1007/978-981-13-2035-4_23
Journal citationpp. 260-272
ISBN9789811320347
9789811320354
Output statusPublished
Publication dates30 Aug 2018
Publication process dates
Deposited10 Jul 2024
Permalink -

https://repository.derby.ac.uk/item/q7432/optimizing-and-enhancing-the-lifetime-of-a-wireless-sensor-network-using-biogeography-based-optimization

Log in to edit
  • 19
    total views
  • 0
    total downloads
  • 0
    views this month
  • 0
    downloads this month

Export as

Related outputs

A Sign Language Recognition System Using Artificial Intelligence
Dahiya, R., Dwivedi, N., Singh Rathore, A., Kalra, M., Chauhan, P., Ajay Kaushik and Sharma, R. 2024. A Sign Language Recognition System Using Artificial Intelligence. ISBM: World Conference on Information Systems for Business Management. Springer. https://doi.org/10.1007/978-981-99-8612-5_7
Breast Tumor Prediction Using SVM with Rain Fall Optimisation Algorithm
Parashar, K., Ajay Kaushik, Sharma, R. and Aman 2024. Breast Tumor Prediction Using SVM with Rain Fall Optimisation Algorithm. in: So In, C., Londhe, N. D., Bhatt, N. and Kitsing, M. (ed.) Information Systems for Intelligent Systems: Proceedings of ISBM 2023 Singapore Springer. pp. 167-180
An Integrated Web Based and Application Programming Interfaces for Disease Prediction Through Self Diagnosis
Anil Tak, Sarthak Jain, B. N. V. Gnandeep, Mradul, Nikhil Kaushik, Yogendra, Ajay Kaushik, Ritu Sharma and Aman 2024. An Integrated Web Based and Application Programming Interfaces for Disease Prediction Through Self Diagnosis. World Conference on Information Systems for Business Management. Springer. https://doi.org/10.1007/978-981-99-8612-5_8
A novel intrusion detection system for internet of things devices and data
Kaushik, A. and Al-Raweshidy, H. 2023. A novel intrusion detection system for internet of things devices and data. Wireless Networks. 30, pp. 285-294. https://doi.org/10.1007/s11276-023-03435-0
A Hybrid Latency- and Power-Aware Approach for Beyond Fifth-Generation Internet-of-Things Edge Systems
Kaushik, A. and Al-Raweshidy, H. 2022. A Hybrid Latency- and Power-Aware Approach for Beyond Fifth-Generation Internet-of-Things Edge Systems. IEEE Access. 10, pp. 87974 - 87989. https://doi.org/10.1109/access.2022.3200035
Post Quantum Public and Private Key Cryptography Optimized for IoT Security
Ajay Kaushik, Lakshmi Sai Srikar Vadlamani, Mohammed Mohsin Hussain, Milind Sahay, Rahul Singh, Ananya Komal Singh, S. Indu, Puneet Goswami and Nalliyanna Goundar Veerappan Kousik 2022. Post Quantum Public and Private Key Cryptography Optimized for IoT Security. Wireless Personal Communications. 129, pp. 893-909. https://doi.org/10.1007/s11277-022-10162-w
A Real-Time Intrusion Detection System for Bio-Medical and Cyber-Physical Systems
Ajay Kaushik and Raj, S. V. 2022. A Real-Time Intrusion Detection System for Bio-Medical and Cyber-Physical Systems. The 5th International Conference on Research in Humanities. Diamond Scientific Publishing . https://doi.org/10.33422/5th.icrhconf.2022.08.200
Loki: A Lightweight LWE Method with Rogue Bits for Quantum Security in IoT Devices
Rahul Singh, Mohammed Mohsin Hussain, Milind Sahay, S. Indu, Ajay Kaushik and Alok Kumar Singh 2020. Loki: A Lightweight LWE Method with Rogue Bits for Quantum Security in IoT Devices. International Conference on Information and Communication Technology for Intelligent Systems. Springer. https://doi.org/10.1007/978-981-15-7062-9_54
A Binary PSO Approach for Improving the Performance of Wireless Sensor Networks
Ajay Kaushik, Goswami, M., Manuja, M., Sreedevi, I. and Gupta, D. 2020. A Binary PSO Approach for Improving the Performance of Wireless Sensor Networks. Wireless Personal Communications. 113, pp. 263-297. https://doi.org/10.1007/s11277-020-07188-3
A Grey Wolf Optimization Based Algorithm for Optimum Camera Placement
Kaushik, A., Indu, S. and Gupta, D. 2019. A Grey Wolf Optimization Based Algorithm for Optimum Camera Placement. Wireless Personal Communications. 105, pp. 1143-1167. https://doi.org/10.1007/s11277-019-06140-4
Adaptive Mobile Sink for Energy Efficient WSN Using Biogeography-Based Optimization
Ajay Kaushik, Indu, S. and Gupta, D. 2019. Adaptive Mobile Sink for Energy Efficient WSN Using Biogeography-Based Optimization. International Journal of Mobile Computing and Multimedia Communications. 10 (3), pp. 1-22. https://doi.org/10.4018/ijmcmc.2019070101
A Grey Wolf Optimization Approach for Improving the Performance of Wireless Sensor Networks
Kaushik, A., Indu, S. and Gupta, D. 2019. A Grey Wolf Optimization Approach for Improving the Performance of Wireless Sensor Networks. Wireless Personal Communications. 106, pp. 1429-1449. https://doi.org/10.1007/s11277-019-06223-2
A Self-Configurable Event Coverage Approach for Wireless Sensor Networks
Ajay Kaushik, Yakkali, R. T., Indu, S., Ahmed, F., Gupta, D., Nayar, R. and Yadav, S. 2019. A Self-Configurable Event Coverage Approach for Wireless Sensor Networks. International Journal of Mobile Computing and Multimedia Communications. 10 (2), pp. 1-18. https://doi.org/10.4018/ijmcmc.2019040101
Nature-Inspired Algorithms in Wireless Sensor Networks
Ajay Kaushik, Indu, S. and Gupta, D. 2019. Nature-Inspired Algorithms in Wireless Sensor Networks. in: Banati, H., Mehta, S. and Kaur, P. (ed.) Nature-Inspired Algorithms for Big Data Frameworks Hershey, Pennsylvania IGI Global. pp. 75-92
A novel load balanced energy conservation approach in WSN using biogeography based optimization
Ajay Kaushik, Indu, S. and Gupta, D. 2017. A novel load balanced energy conservation approach in WSN using biogeography based optimization. THE 2ND INTERNATIONAL CONFERENCE ON ENERGY ENGINEERING AND SMART MATERIALS: ICEESM 2017. AIP Publishing. https://doi.org/10.1063/1.5002507
Technology transfer: enablers and barriers - a review
Ajay Kaushik, Kumar, S., Luthra, S. and Haleem, A. 2014. Technology transfer: enablers and barriers - a review. International Journal of Technology, Policy and Management. 14 (2), pp. 133-159. https://doi.org/10.1504/ijtpm.2014.060152