مروری بر رباتیک جمعی و جایگاه آن در سیستم‌های چندرباته

Publish Year: 1399
نوع سند: مقاله ژورنالی
زبان: Persian
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JR_JIAE-17-2_006

تاریخ نمایه سازی: 3 اسفند 1399

Abstract:

 علم رباتیک جمعی با الهام از طبیعت و تلفیق هوش جمعی و رباتیک پا به عرصه­ی وجود گذاشت. ویژگی­های خاص این سیستم­ها از جمله انعطاف، مقاومت و مقیاس­پذیری، مزایای زیادی به همراه داشته و این سیستم را از دیگر سیستم­های رباتیک متمایز می­نماید. در این مقاله سعی شده است که علاوه بر معرفی منابع الهام رباتیک جمعی، تعریفی دقیق به همراه ویژگی­های خاص این سیستم­ها ارائه گردد. معرفی دامنه­ی کاربردهای رباتیک جمعی و مرور پروژه­ها و محیط­های شبیه­سازی رایج در این زمینه نیز از دیگر مطالب مندرج در این مقاله می­باشد. علاوه‌بر‌این، مروری بر انواع روش­های مدل‌سازی و الگوریتم­های ارائه شده در این حوزه انجام شده است. الگوریتم­های معرفی شده بر اساس دامنه­ی کاربردشان در انجام وظایف مختلف دسته­بندی گشته و در نتیجه تعدادی از وظایف رایج در این حوزه نیز جمع­آوری شده است. چالش­ها و مسائل باز علم رباتیک جمعی نیز در پایان مورد بررسی قرار گرفته­اند. انتظار می­رود که با مطالعه­ی این مقاله، دید جامعی نسبت به علم رباتیک جمعی در ذهن محققین ایجاد شود.

Authors

فائزه میرزائی

Department of Computer Engineering and IT, Shahrood University of Technology

علیاکبر پویان

Department of Computer Engineering and IT, Shahrood University of Technology

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  • [1] Prasad, S., Rawool, S. “Swarm Robotics : Nature Inspired ...
  • [2] Wilde, S. “Thoughts Forming in a Fish,” [Online] ...
  • [3] Http://blogs.cornell.edu “NEIL LEACH: SWARM URBANISM,” [Online] 2015, http://blogs.cornell.edu/arch5302sp15/2015/05/21/neil-leach-swarm-urbanism/ ...
  • [4] Anderson, C., Theraulaz, G., Deneubourg, J.-L. “Self-Assemblage in ...
  • [5] Şahin, E. “Swarm Robotics: From Sources of Inspiration ...
  • [6] Kaminka, G.A., Schechter-Glick, R., Sadov, V. “Using Sensor ...
  • [7] Brambilla, M., Ferrante, E., Birattari, M., Dorigo, M. ...
  • [8] Bonabeau, E., Dorigo, M., Theraulaz, G. Swarm intelligence: ...
  • [9] Khaldi, B., Cherif, F. “An Overview of Swarm ...
  • [10] Turnbull, C.H.S. and D. “Swarm Robotics.”, Applied Physics ...
  • [11] Chabaud, D., Codron, J.-M. “How to Integrate the ...
  • [12] Arkin, R.C., Bekey, G.A. “Special Issue on Robot ...
  • [13] cSahin, E. “Swarm Robotics: From Sources of Inspiration ...
  • [14] Iocchi, L., Nardi, D., Salerno, M. “Reactivity and ...
  • [15] Dudek, G., Jenkin, M.M., Milios, E., Wilkes, D. ...
  • [16] Dorigo, M., Tuci, E., Groß, R., Trianni, V., ...
  • [17] Dorigo, M., Trianni, V., Şahin, E., Groß, R., ...
  • [18] Payerle, G. “Swarm Intelligence and Its Applications in ...
  • [19] Dorigo, M., Roosevelt, A.F.D. “Swarm Robotics.”, Special Issue”, ...
  • [20] Tan, Y., Zheng, Z.-Y. “Research Advance in Swarm ...
  • [21] Khosravi, S., Jahangir, M., Afkhami, H. “Adaptive Fuzzy ...
  • [22] Ranjbarsahraei, B., Roopaei, M., Khosravi, S. “Adaptive Fuzzy ...
  • [23] نعمتی اصطهباناتی, ع. “بررسی تجربی حرکت توده ای ...
  • [24] Sahraei, B.R., Nemati, A., Farshchi, M., Meghdari, A. ...
  • [25] Pugh, J., Raemy, X., Favre, C., Falconi, R., ...
  • [26] Mondada, F., Bonani, M., Raemy, X., Pugh, J., ...
  • [27] Caprari, G., Siegwart, R. “Mobile Micro-Robots Ready to ...
  • [28] Kornienko, S., Kornienko, O., Levi, P. “Minimalistic Approach ...
  • [29] Valdastri, P., Corradi, P., Menciassi, A., Schmickl, T., ...
  • [30] Mondada, F., Gambardella, L.M., Floreano, D., Nolfi, S., ...
  • [31] Turgut, A.E., Gokce, F., Celikkanat, H., Bayindir, L., ...
  • [32] Tricks, M.S.R. “A Behavior-Based Distributed Algorithm Library for ...
  • [33] Rubenstein, M., Cornejo, A., Nagpal, R. “Programmable Self-Assembly ...
  • [34] Vaughan, R. “Massively Multi-Robot Simulation in Stage.”, Swarm ...
  • [35] Collett, T.H.J., MacDonald, B.A., Gerkey, B.P. “Player 2.0: ...
  • [36] Koenig, N., Howard, A. “Design and Use Paradigms ...
  • [37] “Homepage of Enki,” . ...
  • [38] Michel, O. “WebotsTM: Professional Mobile Robot Simulation.”, arXiv ...
  • [39] Klein, J., Spector, L. “3d Multi-Agent Simulations in ...
  • [40] “Homepage of v-Rep Project,” . ...
  • [41] Deyle, T. “I-Swarm Micro Robots Realized -- Impressive ...
  • [42] “S-Bot Mobile Robot,” [Online] 2017, https://en.wikipedia.org/wiki/S-bot_mobile_robot (Accessed: 14 October ...
  • [43] Bayindir, L., Şahin, E. “A Review of Studies ...
  • [44] Howard, A., Matarić, M.J., Sukhatme, G.S. “An Incremental ...
  • [45] Min, H., Wang, Z. “Group Escape Behavior of ...
  • [46] Ijspeert, A.J., Martinoli, A., Billard, A., Gambardella, L.M. ...
  • [47] Lerman, K., Martinoli, A., Galstyan, A. “A Review ...
  • [48] Martinoli, A., Easton, K., Agassounon, W. “Modeling Swarm ...
  • [49] Massink, M., Brambilla, M., Latella, D., Dorigo, M., ...
  • [50] Xue, S.D., Zeng, J.C. “Control over Swarm Robots ...
  • [51] Dorigo, M., Birattari, M., Stutzle, T. “Ant Colony ...
  • [52] Brambilla, M., Brutschy, A., Dorigo, M., Birattari, M. ...
  • [53] Francesca, G., Brambilla, M., Brutschy, A., Trianni, V., ...
  • [54] King, J., Pretty, R.K., Gosine, R.G. “Coordinated Execution ...
  • [55] Winfield, A.F.T., Sa, J., Fernández-Gago, M.-C., Dixon, C., ...
  • [56] Dixon, C., Winfield, A., Fisher, M. “Towards Temporal ...
  • [57] De Queiroz, M.H., Cury, J.E.R. “Synthesis and Implementation ...
  • [58] Lopes, Y.K., Leal, A.B., Rosso, R.S.U., Harbs, E. ...
  • [59] Lopes, Y.K., Trenkwalder, S.M., Leal, A.B., Dodd, T.J., ...
  • [60] Kulis, A. “Bio-Inspired Artificial Intelligence: Theories, Methods, and ...
  • [61] Chatty, A., Kallel, I., Gaussier, P., Alimi, A.M. ...
  • [62] Soysal, O., Bahçeci, E., Şahİn, E. “Aggregation in ...
  • [63] Priolo, A. Swarm aggregation algorithms for multi-robot systems., ...
  • [64] Kernbach, S., Häbe, D., Kernbach, O., Thenius, R., ...
  • [65] Soysal, O., Sahin, E. “Probabilistic Aggregation Strategies in ...
  • [66] Fatès, N. “Solving the Decentralised Gathering Problem with ...
  • [67] Gauci, M., Chen, J., Dodd, T.J., Groß, R. ...
  • [68] Gomes, J., Urbano, P., Christensen, A.L. “Evolution of ...
  • [69] Correll, N., Martinoli, A. “Modeling Self-Organized Aggregation in ...
  • [70] Schmickl, T., Möslinger, C., Crailsheim, K. “Collective Perception ...
  • [71] Mermoud, G., Brugger, J., Martinoli, A. “Towards Multi-Level ...
  • [72] Gauci, M., Chen, J., Li, W., Dodd, T.J., ...
  • [73] Hu, D., Zhong, M., Zhang, X., Yao, Y. ...
  • [74] Arvin, F., Turgut, A.E., Bazyari, F., Arikan, K.B., ...
  • [75] Shucker, B., Bennett, J.K. “Scalable Control of Distributed ...
  • [76] Lee, G., Chong, N.Y., Christensen, H. “Adaptive Triangular ...
  • [77] Rubenstein, M., Cornejo, A., Nagpal, R. “Programmable Self-Assembly ...
  • [78] Bayindir, L. “A Review of Swarm Robotics Tasks.”, ...
  • [79] O’Grady, R., Christensen, A.L., Dorigo, M. “SWARMORPH: Multirobot ...
  • [80] Trianni, V., Nolfi, S., Dorigo, M. “Cooperative Hole ...
  • [81] Gross, R., Dorigo, M. “Towards Group Transport by ...
  • [82] O’Grady, R., Groß, R., Christensen, A.L., Dorigo, M. ...
  • [83] Ducatelle, F., Di Caro, G.A., Pinciroli, C., Gambardella, ...
  • [84] Vaughan, R.T., Støy, K., Sukhatme, G.S., Matarić, M.J. ...
  • [85] Sadat, S.A., Vaughan, R.T. “SO-LOST-An Ant-Trail Algorithm for ...
  • [86] Hecker, J.P., Letendre, K., Stolleis, K., Washington, D., ...
  • [87] Goldberg, D., Mataric, M.J. “Robust Behavior-Based Control for ...
  • [88] Steels, L. “COOPERATION BETWEEN DISTRIBUTED AGENTS THROUGH SELF-ORCAMSATION.”, ...
  • [89] Ostergaard, E.H., Sukhatme, G.S., Mataric, M.J. “Emergent Bucket ...
  • [90] Schneider-Fontán, M., Mataric, M.J. “A Study of Territoriality: ...
  • [91] Hoff, N.R., Sagoff, A., Wood, R.J., Nagpal, R. ...
  • [92] Hoff, N., Wood, R., Nagpal, R. “Distributed Colony-Level ...
  • [93] Groβ, R., Dorigo, M. “Evolution of Solitary and ...
  • [94] Kube, C.R., Bonabeau, E. “Cooperative Transport by Ants ...
  • [95] Chen, J., Gauci, M., Groß, R. “A Strategy ...
  • [96] Fujisawa, R., Imamura, H., Matsuno, F. “Cooperative Transportation ...
  • [97] Ferrante, E., Turgut, A.E., Stranieri, A., Pinciroli, C., ...
  • [98] Yasuda, T., Adachi, A., Ohkura, K. “Self-Organized Flocking ...
  • [99] Antonelli, G., Arrichiello, F., Chiaverini, S. “Flocking for ...
  • [100] Ferrante, E., Turgut, A.E., Huepe, C., Stranieri, A., ...
  • [101] Hayes, A.T., Dormiani-Tabatabaei, P. “Self-Organized Flocking with Agent ...
  • [102] “Swarming Micro Air Vehicle Networks (SMAVNET),” [Online] 2008, http://www.technovelgy.com/ct/Science-Fiction-News.asp?NewsNum=1594 ...
  • [103] Gutiérrez, A., Campo, A., Monasterio-Huelin, F., Magdalena, L., ...
  • [104] Pini, G., Brutschy, A., Frison, M., Roli, A., ...
  • [105] Liu, W., Winfield, A. “Modelling and Optimisation of ...
  • [106] Ferrante, E., Turgut, A.E., Duéñez-Guzmán, E., Dorigo, M., ...
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