مروری بر رباتیک جمعی و جایگاه آن در سیستمهای چندرباته
Publish place: Journal of Iranian Association of Electrical and Electronics Engineers، Vol: 17، Issue: 2
Publish Year: 1399
نوع سند: مقاله ژورنالی
زبان: Persian
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شناسه ملی سند علمی:
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.
Keywords:
Multi Robot Systems , Cooperative Multi Robot Systems , Swarm Robotic , Swarm Intelligence , Swarm Algorithms , سیستمهای چندرباته , سیستمهای چندرباته متعاون , رباتیک جمعی , هوش جمعی , الگوریتمهای جمعی
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
مراجع و منابع این Paper:
لیست زیر مراجع و منابع استفاده شده در این Paper را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود Paper لینک شده اند :
- [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 ...
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- [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 ...
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- [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 ...
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- [50] Xue, S.D., Zeng, J.C. “Control over Swarm Robots ...
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- [53] Francesca, G., Brambilla, M., Brutschy, A., Trianni, V., ...
- [54] King, J., Pretty, R.K., Gosine, R.G. “Coordinated Execution ...
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- [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 ...
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- [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 ...
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- [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., ...
- [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., ... نمایش کامل مراجع