Robot navigation and target capturing using nature-inspired approaches in a dynamic environment

作者: Devansh Verma , Priyansh Saxena , Ritu Tiwari

DOI: 10.1109/CONFLUENCE47617.2020.9058111

关键词:

摘要: Path Planning and target searching in a three-dimensional environment is challenging task the field of robotics. It an optimization problem as path from source to destination has be optimal. This paper aims generate collision-free trajectory dynamic environment. The planning sought extreme importance military, search rescue missions life-saving tasks. During its operation, unmanned air vehicle operates hostile environment, faster replanning needed reach optimally possible. presents novel approach hierarchical using multiresolution abstract levels for replanning. Economic constraints like length, total time number turns are taken into consideration that mandate use cost functions. Experimental results show version GSO gives better performance compared BBO, IWO their versions.

参考文章(27)
David Saldana, Renato Assuncao, Mario F. M. Campos, A distributed multi-robot approach for the detection and tracking of multiple dynamic anomalies international conference on robotics and automation. pp. 1262- 1267 ,(2015) , 10.1109/ICRA.2015.7139353
Anish Pandey, Rakesh Kumar Sonkar, Krishna Kant Pandey, D. R. Parhi, Path planning navigation of mobile robot with obstacles avoidance using fuzzy logic controller ieee international conference on intelligent systems and control. pp. 39- 41 ,(2014) , 10.1109/ISCO.2014.7103914
Ellips Masehian, M.R. Amin-Naseri, A Tabu Search-based Approach for Online Motion Planning international conference on industrial technology. pp. 2756- 2761 ,(2006) , 10.1109/ICIT.2006.372662
Ercan U. Acar, Howie Choset, Yangang Zhang, Mark Schervish, Path Planning for Robotic Demining: Robust Sensor-Based Coverage of Unstructured Environments and Probabilistic Methods The International Journal of Robotics Research. ,vol. 22, pp. 441- 466 ,(2003) , 10.1177/02783649030227002
Prases K. Mohanty, Dayal R. Parhi, A new efficient optimal path planner for mobile robot based on Invasive Weed Optimization algorithm Frontiers in Mechanical Engineering. ,vol. 9, pp. 317- 330 ,(2014) , 10.1007/S11465-014-0304-Z
Gaurav Chaudhary, Arpita Sinha, Detecting a target location using a mobile robot with range only measurement conference on industrial electronics and applications. pp. 28- 33 ,(2012) , 10.1109/ICIEA.2012.6360692
George Kantor, Sanjiv Singh, Ronald Peterson, Daniela Rus, Aveek Das, Vijay Kumar, Guilherme Pereira, John Spletzer, Distributed Search and Rescue with Robot and Sensor Teams field and service robotics. pp. 529- 538 ,(2003) , 10.1007/10991459_51
Miguel Juliá, Arturo Gil, Oscar Reinoso, Searching Dynamic Agents with a Team of Mobile Robots Sensors. ,vol. 12, pp. 8815- 8831 ,(2012) , 10.3390/S120708815
D. Simon, Biogeography-Based Optimization IEEE Transactions on Evolutionary Computation. ,vol. 12, pp. 702- 713 ,(2008) , 10.1109/TEVC.2008.919004
Mike Phillips, Maxim Likhachev, SIPP: Safe interval path planning for dynamic environments international conference on robotics and automation. pp. 5628- 5635 ,(2011) , 10.1109/ICRA.2011.5980306