Academic Journal
Design and simulation of the emergent behavior of small drones swarming for distributed target localization
| العنوان: | Design and simulation of the emergent behavior of small drones swarming for distributed target localization |
|---|---|
| المؤلفون: | Alfeo, Antonio L., Cimino, Mario G. C. A., De Francesco, Nicoletta, Lega, Massimiliano, Vaglini, Gigliola |
| المساهمون: | Alfeo, Antonio L., Cimino, Mario G. C. A., De Francesco, Nicoletta, Lega, Massimiliano, Vaglini, Gigliola |
| سنة النشر: | 2018 |
| المجموعة: | Università degli Studi di Napoli "Parthenope": CINECA IRIS |
| مصطلحات موضوعية: | Differential evolution, Drone, Flocking, Stigmergy, Swarm intelligence, Target search, Theoretical Computer Science, Computer Science (all), Modeling and Simulation |
| الوصف: | A swarm of autonomous drones with self-coordination and environment adaptation can offer a robust, scalable and flexible manner to localize objects in an unexplored, dangerous or unstructured environment. We design a novel coordination algorithm combining three biologically inspired processes: stigmergy, flocking and evolution. Stigmergy, a form of coordination exhibited by social insects, is exploited to attract drones in areas with potential targets. Flocking enables efficient cooperation between flock mates upon target detection, while keeping an effective scan. The two mechanisms can interoperate if their structural parameters are correctly tuned for a given scenario. Differential evolution adapts the swarm coordination according to environmental conditions. The performance of the proposed algorithm is examined with synthetic and real-world scenarios. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| Relation: | info:eu-repo/semantics/altIdentifier/wos/WOS:000452814700003; volume:29; firstpage:19; lastpage:33; numberofpages:15; journal:JOURNAL OF COMPUTATIONAL SCIENCE; http://hdl.handle.net/11367/71491; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85054761641; http://www.elsevier.com/wps/find/journaldescription.cws_home/721195/description#description |
| DOI: | 10.1016/j.jocs.2018.09.014 |
| الاتاحة: | http://hdl.handle.net/11367/71491 https://doi.org/10.1016/j.jocs.2018.09.014 http://www.elsevier.com/wps/find/journaldescription.cws_home/721195/description#description |
| رقم الانضمام: | edsbas.9D0EE02F |
| قاعدة البيانات: | BASE |
| DOI: | 10.1016/j.jocs.2018.09.014 |
|---|