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An IRGA-MACS Based Cluster-Head Selection Protocol for Wireless Sensor Networks Cover

An IRGA-MACS Based Cluster-Head Selection Protocol for Wireless Sensor Networks

Open Access
|Jul 2021

References

  1. 1. Akyildiz, I. F., T. Melodia, K. R. Chowdhury. A Survey on Wireless Multimedia Sensor Networks. – Computer Networks, Vol. 51, 2007, No 4, pp. 921-960.<a href="https://doi.org/10.1016/j.comnet.2006.10.002" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.comnet.2006.10.002</a>
  2. 2. Al-Turjman, F. Hybrid Approach for Mobile Couriers Election in Smart-Cities. – In: Proc. of IEEE 41st Conference on Local Computer Networks (LCN’16), 2016.<a href="https://doi.org/10.1109/LCN.2016.79" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/LCN.2016.79</a>
  3. 3. Kumar, R., D. Kumar. Multi-Objective Fractional Artificial Bee Colony Algorithm to Energy Aware Routing Protocol in Wireless Sensor Network. – Wireless Networks, Vol. 22, 2016, No 5, pp. 1461-1474.<a href="https://doi.org/10.1007/s11276-015-1039-4" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s11276-015-1039-4</a>
  4. 4. Amaro, J. P., F. J. Ferreira, R. Cortesão, J. Landeck. Powering Wireless Sensor Networks Nodes for Complex Protocols on Harvested Energy. – Procedia Technology, Vol. 5, 2012, pp. 518-526.<a href="https://doi.org/10.1016/j.protcy.2012.09.057" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.protcy.2012.09.057</a>
  5. 5. Walton, R., C. Anthony, M. Ward, N. Metje, D. N. Chapman. Radioisotopic Battery and Capacitor System for Powering Wireless Sensor Networks. – Sensors and Actuators A: Physical, Vol. 203, 2013, pp. 405-412.<a href="https://doi.org/10.1016/j.sna.2013.09.010" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.sna.2013.09.010</a>
  6. 6. He, P., H. Tian, H. Shen. Energy-Efficient Cooperative MIMO Routing in Wireless Sensor Networks. – In: Proc. of 18th IEEE International Conference on Networks (ICON’12), 2012. IEEE.<a href="https://doi.org/10.1109/ICON.2012.6506537" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/ICON.2012.6506537</a>
  7. 7. Hu, X., Y. Li, H. Xu. Multi-Mode Clustering Model for Hierarchical Wireless Sensor Networks. – Physica A: Statistical Mechanics and Its Applications, Vol. 469, 2017, pp. 665-675.<a href="https://doi.org/10.1016/j.physa.2016.11.133" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.physa.2016.11.133</a>
  8. 8. Mann, P. S., S. Singh. Improved Metaheuristic Based Energy-Efficient Clustering Protocol for Wireless Sensor Networks. – Engineering Applications of Artificial Intelligence, Vol. 57, 2017, pp. 142-152.<a href="https://doi.org/10.1016/j.engappai.2016.10.014" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.engappai.2016.10.014</a>
  9. 9. Pouyan, A., S. Basu, M. Alimohammadi, S. Hosseinirad. LEACH Routing Algorithm Optimization through Imperialist Approach. – International Journal of Engineering, Vol. 27, 2014, No 1, pp. 39-50.<a href="https://doi.org/10.5829/idosi.ije.2014.27.01a.06" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.5829/idosi.ije.2014.27.01a.06</a>
  10. 10. Fotouhi, H., M. Alves, M. Z. Zamalloa, A. Koubâa. Reliable and Fast Hand-offs in Low-Power Wireless Networks. – IEEE Transactions on Mobile Computing, Vol. 13, 2014, No 11, pp. 2620-2633.<a href="https://doi.org/10.1109/TMC.2014.2307867" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/TMC.2014.2307867</a>
  11. 11. Chung-Shuo, F. A. N. Rich: Region-Based Intelligent Cluster-Head Selection and Node Deployment Strategy in Concentric-Based WSNs. – Advances in Electrical and Computer Engineering, Vol. 13, 2013, No 4, pp. 3-8.<a href="https://doi.org/10.4316/AECE.2013.04001" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.4316/AECE.2013.04001</a>
  12. 12. Geeta, D., N. Nalini, R. C. Biradar. Fault Tolerance in Wireless Sensor Network Using Hand-off and Dynamic Power Adjustment Approach. – Journal of Network and Computer Applications, Vol. 36, 2013, No 4, pp. 1174-1185.<a href="https://doi.org/10.1016/j.jnca.2013.02.005" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jnca.2013.02.005</a>
  13. 13. Tyagi, S., N. Kumar. A Systematic Review on Clustering and Routing Techniques Based upon LEACH Protocol for Wireless Sensor Networks. – Journal of Network and Computer Applications, Vol. 36, 2013, No 2, pp. 623-645.<a href="https://doi.org/10.1016/j.jnca.2012.12.001" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jnca.2012.12.001</a>
  14. 14. Javaid, N., M. Waseem, Z. A. Khan, U. Qasim, K. Latif et al. ACH: Away Cluster Heads Scheme for Energy Efficient Clustering Protocols in WSNs. – In: Proc. of Saudi International Electronics, Communications and Photonics Conference, IEEE, 2013.
  15. 15. Poduri, S., G. S. Sukhatme. Constrained Coverage for Mobile Sensor Networks. – In: Proc. of International Conference on Robotics and Automation (ICRA’04). Vol. 1, 2004, pp. 165-171.<a href="https://doi.org/10.1109/ROBOT.2004.1307146" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/ROBOT.2004.1307146</a>
  16. 16. Zou, Y., K. Chakrabarty. Sensor Deployment and Target Localization Based on Virtual Forces. – In: Proc. of 22th Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No 03CH37428), 2003, IEEE.<a href="https://doi.org/10.1109/INFCOM.2003.1208965" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/INFCOM.2003.1208965</a>
  17. 17. Singh, B., D. K. Lobiyal. A Novel Energy-Aware Cluster Head Selection Based on Particle Swarm Optimization for Wireless Sensor Networks. – Human-Centric Computing and Information Sciences, Vol. 2, 2012, No 1, p. 13.<a href="https://doi.org/10.1186/2192-1962-2-13" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1186/2192-1962-2-13</a>
  18. 18. Srinivas, M. Cluster Based Energy Efficient Routing Protocol Using Ant Colony Optimization and Breadth First Search. – Procedia Computer Science, Vol. 89, 2016, pp. 124-133.<a href="https://doi.org/10.1016/j.procs.2016.06.019" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.procs.2016.06.019</a>
  19. 19. Pal, V., G. Singh, R. Yadav. Cluster Head Selection Optimization Based on Genetic Algorithm to Prolong Lifetime of Wireless Sensor Networks. – Procedia Computer Science, Vol. 57, 2015, pp. 1417-1423.<a href="https://doi.org/10.1016/j.procs.2015.07.461" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.procs.2015.07.461</a>
  20. 20. Kaur, S., R. Mahajan. Hybrid Meta-Heuristic Optimization Based Energy Efficient Protocol for Wireless Sensor Networks. – Egyptian Informatics Journal, Vol. 19, 2018, No 3, pp. 145-150.<a href="https://doi.org/10.1016/j.eij.2018.01.002" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.eij.2018.01.002</a>
  21. 21. Sasirekha, S., S. Swamynathan. Cluster-Chain Mobile Agent Routing Algorithm for Efficient Data Aggregation in Wireless Sensor Network. – Journal of Communications and Networks, Vol. 19, 2017, No 4, pp. 392-401.<a href="https://doi.org/10.1109/JCN.2017.000063" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/JCN.2017.000063</a>
  22. 22. Chatterjee, M., S. K. Das, D. Turgut. WCA: A Weighted Clustering Algorithm for Mobile Ad Hoc Networks. – Cluster Computing, Vol. 5, 2002, No 2, pp. 193-204.<a href="https://doi.org/10.1023/A:1013941929408" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1023/A:1013941929408</a>
  23. 23. Masood, A., A. A. Ikram, I. Wahid, M. Inam, N. Ayub, S. Ali. A Bio-Inspired Clustering Scheme in Wireless Sensor Networks: BeeWSN. – Procedia Computer Science, Vol. 130, 2018, pp. 206-213.<a href="https://doi.org/10.1016/j.procs.2018.04.031" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.procs.2018.04.031</a>
  24. 24. Inam, M., A. A. Ikram, M. Ahmad. Hierarchical Energy Efficient Routing Protocol (HEERP) for Wireless Sensor Networks (WSN). – Int. J. Computer Science Telecommun, Vol. 4, 2013, pp. 25-29.
  25. 25. Heinzelman, W. R., A. Chandrakasan, H. Balakrishnan. Energy-Efficient Communication Protocol for Wireless Microsensor Networks. – In: Proc. of 33rd Annual Hawaii International Conference on System Sciences, Maui, HI, USA, Vol. 2, 2000, p. 10.
  26. 26. Heinzelman, W. B., A. P. Chandrakasan, H. Balakrishnan. An Application-Specific Protocol Architecture for Wireless Microsensor Networks. – IEEE Transactions on Wireless Communications, Vol. 1, 2002, No 4, pp. 660-670.<a href="https://doi.org/10.1109/TWC.2002.804190" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/TWC.2002.804190</a>
  27. 27. Wang, C., J. Liu, J. Kuang, A. S. Malik, H. Xiang. An Improved Leach Protocol for Application-Specific Wireless Sensor Networks. – In: Proc. of 2009 5th International Conference on Wireless Communications, Networking and Mobile Computing, Beijing, 2009, pp. 1-5.<a href="https://doi.org/10.1109/WICOM.2009.5302519" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/WICOM.2009.5302519</a>
  28. 28. Watfa, M. K., O. Mirza, J. Kawtharani. BARC: A Battery Aware Reliable Clustering Algorithm for Sensor Networks. – Journal of Network and Computer Applications, Vol. 32, 2009, No 6, pp. 1183-1193.<a href="https://doi.org/10.1016/j.jnca.2009.05.005" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jnca.2009.05.005</a>
  29. 29. Shankar, T., S. Shanmugavel, A. Rajesh. Hybrid HSA and PSO Algorithm for Energy Efficient Cluster Head Selection in Wireless Sensor Networks. – Swarm and Evolutionary Computation, Vol. 30, 2016, pp. 1-10.<a href="https://doi.org/10.1016/j.swevo.2016.03.003" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.swevo.2016.03.003</a>
  30. 30. Rao, P. S., P. K. Jana, H. Banka. A Particle Swarm Optimization Based Energy Efficient Cluster Head Selection Algorithm for Wireless Sensor Networks. – Wireless Networks, Vol. 23, 2017, No 7, pp. 2005-2020.<a href="https://doi.org/10.1007/s11276-016-1270-7" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s11276-016-1270-7</a>
  31. 31. Sarkar, A., T. S. Murugan. Cluster Head Selection for Energy Efficient and Delay-Less Routing in Wireless Sensor Network. – Wireless Networks, Vol. 25, 2019, No 1, pp. 303-320.<a href="https://doi.org/10.1007/s11276-017-1558-2" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s11276-017-1558-2</a>
  32. 32. Oladimeji, M. O., M. Turkey, S. Dudley. HACH: Heuristic Algorithm for Clustering Hierarchy Protocol in Wireless Sensor Networks. – Applied Soft Computing, Vol. 55, 2017, pp. 452-461.<a href="https://doi.org/10.1016/j.asoc.2017.02.016" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.asoc.2017.02.016</a>
  33. 33. Hong, Z., R. Wang, X. Li. A Clustering-Tree Topology Control Based on the Energy Forecast for Heterogeneous Wireless Sensor Networks. – IEEE/CAA Journal of Automatica Sinica, Vol. 3, 2016, No 1, pp. 68-77.<a href="https://doi.org/10.1109/JAS.2016.7373764" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/JAS.2016.7373764</a>
  34. 34. Gajjar, S., M. Sarkar, K. Dasgupta. FAMACROW: Fuzzy and Ant Colony Optimization Based Combined Mac, Routing, and Unequal Clustering Cross-Layer Protocol for Wireless Sensor Networks. – Applied Soft Computing, Vol. 43, 2016, pp. 235-247.<a href="https://doi.org/10.1016/j.asoc.2016.02.019" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.asoc.2016.02.019</a>
  35. 35. Chakraborty, A., R. R. Rout, A. Chakrabarti, S. K. Ghosh. On Network Lifetime Expectancy with Realistic Sensing and Traffic Generation Model in Wireless Sensor Networks. – IEEE Sensors Journal, Vol. 13, 2013, No 7, pp. 2771-2779.<a href="https://doi.org/10.1109/JSEN.2013.2260147" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/JSEN.2013.2260147</a>
  36. 36. Zhang, Y., X. Zhang, S. Ning, J. Gao, Y. Liu. Energy-Efficient Multilevel Heterogeneous Routing Protocol for Wireless Sensor Networks. – In: IEEE Access. Vol. 7. 2019, pp. 55873-55884.<a href="https://doi.org/10.1109/ACCESS.2019.2900742" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/ACCESS.2019.2900742</a>
  37. 37. Hol, J. D., T. B. Schon, F. Gustafsson. On Resampling Algorithms for Particle Filters. – In: Proc. of 2006 IEEE Nonlinear Statistical Signal Processing Workshop, Cambridge, UK, 2006, pp. 79-82.<a href="https://doi.org/10.1109/NSSPW.2006.4378824" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/NSSPW.2006.4378824</a>
  38. 38. Douc, R., O. Cappe. Comparison of Resampling Schemes for Particle Filtering. – In: Proc. of 4th International Symposium on Image and Signal Processing and Analysis (ISPA’05), 2005, Zagreb, Croatia, pp. 64-69.<a href="https://doi.org/10.1109/ISPA.2005.195385" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/ISPA.2005.195385</a>
  39. 39. Dorigo, M., M. Birattari. Ant Colony Optimization. Springer, 2010.
  40. 40. Farahnakian, F., A. Ashraf, T. Pahikkala, P. Liljeberg, J. H. Plosila et al. Using Ant Colony System to Consolidate VMs for Green Cloud Computing. – IEEE Transactions on Services Computing, Vol. 8, 2015, No 2, pp. 187-198.<a href="https://doi.org/10.1109/TSC.2014.2382555" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/TSC.2014.2382555</a>
  41. 41. Dorigo, M., V. Maniezzo, A. Colorni. Ant System: Optimization by a Colony of Cooperating Agents. – IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), Vol. 26, 1996, No 1, pp. 29-41.<a href="https://doi.org/10.1109/3477.48443618263004" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/3477.48443618263004</a>
  42. 42. Stutzle, T., H. Hoos. MAX-MIN Ant System and Local Search for the Traveling Salesmanproblem. – In: Proc. of 1997 IEEE International Conference on Evolutionary Computation (ICEC’97), Indianapolis, IN, USA, 1997, pp. 309-314.
  43. 43. Metropolis, N., A. W. Rosenbluth, M. N. Rosenbluth, A. H. Teller et al. Equation of State Calculations by Fast Computing Machines. – The Journal of Chemical Physics, Vol. 21, 1953, No 6, pp. 1087-1092.<a href="https://doi.org/10.1063/1.1699114" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1063/1.1699114</a>
  44. 44. Genovese, K., L. Lamberti, C. Pappalettere. Improved Global-Local Simulated Annealing Formulation for Solving Non-Smooth Engineering Optimization Problems. – International Journal of Solids and Structures, Vol. 42, 2005, No 1, pp. 203-237.<a href="https://doi.org/10.1016/j.ijsolstr.2004.07.015" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.ijsolstr.2004.07.015</a>
  45. 45. Michiels, W., E. Aarts, J. Korst. Theoretical Aspects of Local Search. – Springer Science & Business Media, 2007.
  46. 46. Schneider, J. J., M. Puchta. Investigation of Acceptance Simulated Annealing – A Simplified Approach to Adaptive Cooling Schedules. – In: Physica A: Statistical Mechanics and Its Applications. Vol. 389. 2010, No 24, pp. 5822-5831.
  47. 47. Hajek, B. Cooling Schedules for Optimal Annealing. – Mathematics of Operations Research, Vol. 13, 1988, No 2, pp. 311-329.<a href="https://doi.org/10.1287/moor.13.2.311" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1287/moor.13.2.311</a>
  48. 48. Salem, A. O. A., N. Shudifat. Enhanced Leach Protocol for Increasing a Lifetime of WSNs. – Personal and Ubiquitous Computing, 2019, pp. 901-907.<a href="https://doi.org/10.1007/s00779-019-01205-4" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s00779-019-01205-4</a>
  49. 49. Behera, T. M., S. K. Mohapatra, U. C. Samal, M. S. Khan, M. Daneshmand et al. I-SEP: An Improved Routing Protocol for Heterogeneous WSN for IoT-Based Environmental Monitoring. – IEEE Internet of Things Journal, Vol. 7, January 2020, No 1, pp. 710-717.<a href="https://doi.org/10.1109/JIOT.2019.2940988" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/JIOT.2019.2940988</a>
  50. 50. Sharma, D. K., S. Bagga, R. Rastogi. Energy Efficient Improved SEP for Routing in Wireless Sensor Networks. – In: Advances in Computer Communication and Computational Sciences, Springer. Vol. 924. 2019, pp. 143-152.<a href="https://doi.org/10.1007/978-981-13-6861-5_13" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/978-981-13-6861-5_13</a>
DOI: https://doi.org/10.2478/cait-2021-0025 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
Language: English
Page range: 166 - 182
Submitted on: Mar 15, 2021
Accepted on: Apr 12, 2021
Published on: Jul 1, 2021
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Publication frequency: 4 times per year

© 2021 Muhammad Inam, Li Zhuo, Masood Ahmad, Zulfiar Ali Zardari, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.