中尺度机器人群集设计创新:合作式城市传感和测绘场景下的应用

Audelia G. DHARMAWAN; Gim Song SOH; Shaohui FOONG; Roland BOUFFANAIS; Kristin L. WOOD

doi:10.1631/FITEE.1900384

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中尺度机器人群集设计创新:合作式城市传感和测绘场景下的应用

智能设计专题 | Updated：2022-05-19

- 中尺度机器人群集设计创新:合作式城市传感和测绘场景下的应用
- Design innovation of mesoscale robotic swarms: applications to cooperative urban sensing and mapping
- 信息与电子工程前沿（英文） 2019年20卷第12期页码：1618-1631
- Affiliations：
  
  Singapore University of Technology and Design, Singapore 487372, Singapore
- Author bio：
  
  Gim Song SOH, E-mail: sohgimsong@sutd.edu.sg
- Funds：
  
  Project supported by the TL@SUTD-Systems Technology for Autonomous Reconnaissance & Surveillance and the SUTD-MIT International Design Center
- DOI：10.1631/FITEE.1900384
  中图分类号： TP242
- 收稿：2019-07-30，
  
  修回：2019-12-25，
  
  纸质出版：2019-12
- Accepted：
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Audelia G. DHARMAWAN, Gim Song SOH, Shaohui FOONG, 等. 中尺度机器人群集设计创新:合作式城市传感和测绘场景下的应用[J]. 信息与电子工程前沿（英文）, 2019,20(12):1618-1631.

Audelia G. DHARMAWAN, GimSong SOH, Shao hui FOONG, et al. Design innovation of mesoscale robotic swarms: applications to cooperative urban sensing and mapping[J]. Frontiers of Information Technology & Electronic Engineering, 2019, 20(12): 1618-1631.
Audelia G. DHARMAWAN, Gim Song SOH, Shaohui FOONG, 等. 中尺度机器人群集设计创新:合作式城市传感和测绘场景下的应用[J]. 信息与电子工程前沿（英文）, 2019,20(12):1618-1631. DOI： 10.1631/FITEE.1900384.

Audelia G. DHARMAWAN, GimSong SOH, Shao hui FOONG, et al. Design innovation of mesoscale robotic swarms: applications to cooperative urban sensing and mapping[J]. Frontiers of Information Technology & Electronic Engineering, 2019, 20(12): 1618-1631. DOI： 10.1631/FITEE.1900384.

摘要

Abstract

Development of mesoscale robots is gaining interest in security and surveillance domains due to their stealth and portable nature in achieving tasks. Their design and development require a host of hardware

controls

and behavioral innovations to yield fast

energy-efficient

distributed

adaptive

robust

and scalable systems. We extensively describe one such design and development process by: (1) the genealogy of our embedded platforms;(2) the key system architecture and functional layout; (3) the developed and implemented design principles for mesoscale robotic systems; (4) the various key algorithms developed for effective collective operations of mesoscale robotic swarms

with applications to urban sensing and mapping. This study includes our perception of the embedded hardware requirements for reliable operations of mesoscale robotic swarms and our description of the key innovations made in magnetic sensing

indoor localization

central pattern generator control

and distributed autonomy. Although some elements of the design process of such a complex robotic system are inevitably ad-hoc

we focus on the system-of-systems design process and the component design integration. This system-of-systems process provides a basis for developing future systems in the field

and the designs represent the state-of-the-art development that may be benchmarked against and adapted to other applications.

关键词

Keywords

references

VA Ajay , , , AP Suherlan , , , GS Soh , , , 等 . . Localization and trajectory tracking of an autonomous spherical rolling robot using IMU and odometry . . ASME Int Design Engineering Technical Conf and Computers and Information in Engineering Conf, Article V05AT08A058 , , 2015 . . DOI: 10.1115/DETC2015-47223 http://doi.org/10.1115/DETC2015-47223 . .

GS Altshuller . . Creativity as an Exact Science: the Theory of the Solution of Inventive Problems . . Gordon and Breach Science Publishers, New York, USA , , 1984 . . .

S Blank . . Why the lean start-up changes everything . . Harv Bus Rev , , 2013 . . 91 ( ( 5 ): ): 63 - - 72 . . . .

R Bouffanais . . Design and Control of Swarm Dynamics . . Springer, Singapore , , 2016 . . DOI: 10.1007/978-981-287-751-2 http://doi.org/10.1007/978-981-287-751-2 . .

BA Camburn , , , K Wood . . Principles of maker and DIY fabrication: enabling design prototypes at low cost . . Des Stud , , 2018 . . 58 63 - - 88 . . DOI: 10.1016/j.destud.2018.04.002 http://doi.org/10.1016/j.destud.2018.04.002 . .

BA Camburn , , , KH Sng , , , KB Perez , , , 等 . . The way makers prototype: principles of DIY design . . ASME Int Design Engineering Technical Conf and Computers and Information in Engineering Conf, Article , , 2015 . . DOI: 10.1115/DETC2015-46295 http://doi.org/10.1115/DETC2015-46295 . .

BA Camburn , , , JM Auernhammer , , , KHE Sng , , , 等 . . Design innovation: a study of integrated practice . . ASME Int Design Engineering Technical Conf and Computers and Information in Engineering Conf, Article V007T06A031 , , 2017a . . DOI: 10.1115/DETC2017-68382 http://doi.org/10.1115/DETC2017-68382 . .

BA Camburn , , , V Viswanathan , , , J Linsey , , , 等 . . Design prototyping methods: state of the art in strategies, techniques, and guidelines . . Des Sci , , 2017b . . 3 e13 DOI: 10.1017/dsj.2017.10 http://doi.org/10.1017/dsj.2017.10 . .

M Chamanbaz , , , D Mateo , , , BM Zoss , , , 等 . . Swarmenabling technology for multi-robot systems . . Front Robot AI , , 2017 . . 4 12 DOI: 10.3389/frobt.2017.00012 http://doi.org/10.3389/frobt.2017.00012 . .

U Cho , , , KL Wood , , , RH Crawford . . Online functional testing with rapid prototypes: a novel empirical similarity method . . Rap Protot J , , 1998 . . 4 ( ( 3 ): ): 128 - - 138 . . DOI: 10.1108/13552549810223000 http://doi.org/10.1108/13552549810223000 . .

AR Chowdhury , , , G Soh , , , SH Foong , , , 等 . . Experiments in second order sliding mode control of a CPG based spherical robot . . IFAC-PapersOnLine , , 2017a . . 50 ( ( 1 ): ): 2365 - - 2372 . . DOI: 10.1016/j.ifacol.2017.08.426 http://doi.org/10.1016/j.ifacol.2017.08.426 . .

AR Chowdhury , , , GS Soh , , , SH Foong , , , 等 . . Implementing caterpillar inspired roll control of a spherical robot . . IEEE Int Conf on Robotics and Automation , , 2017b . . p.4167 - - 4174 . . DOI: 10.1109/ICRA.2017.7989479 http://doi.org/10.1109/ICRA.2017.7989479 . .

AR Chowdhury , , , GS Soh , , , SH Foong , , , 等 . . Experiments in robust path following control of a rolling and spinning robot on outdoor surfaces . . Robot Auton Syst , , 2018a . . 106 140 - - 151 . . DOI: 10.1016/j.robot.2018.05.004 http://doi.org/10.1016/j.robot.2018.05.004 . .

AR Chowdhury , , , GS Soh , , , SH Foong , , , 等 . . Implementation of caterpillar inspired rolling gait and nonlinear control strategy in a spherical robot . . J Bion Eng , , 2018b . . 15 ( ( 2 ): ): 313 - - 328 . . DOI: 10.1007/s42235-018-0024-x http://doi.org/10.1007/s42235-018-0024-x . .

AG Dharmawan , , , HH Hariri , , , SH Foong , , , 等 . . Steerable miniature legged robot driven by a single piezoelectric bending unimorph actuator . . IEEE Int Conf on Robotics and Automation , , 2017 . . p.6008 - - 6013 . . DOI: 10.1109/ICRA.2017.7989710 http://doi.org/10.1109/ICRA.2017.7989710 . .

AG Dharmawan , , , P Xavier , , , D Anderson , , , 等 . . A bio-inspired miniature climbing robot with bilayer dry adhesives: design, modeling, and experimentation . . ASME Int Design Engineering Technical Conf and Computers and Information in Engineering Conf, Article V05BT07A036 , , 2018a . . DOI: 10.1115/DETC2018-85294 http://doi.org/10.1115/DETC2018-85294 . .

AG Dharmawan , , , HH Hariri , , , GS Soh , , , 等 . . Design, analysis, and characterization of a two-legged miniature robot with piezoelectric-driven four-bar linkage . . J Mech Robot , , 2018b . . 10 ( ( 2 ): ): 021003 DOI: 10.1115/1.4038970 http://doi.org/10.1115/1.4038970 . .

AG Dharmawan , , , P Xavier , , , HH Hariri , , , 等 . . Design, modeling, and experimentation of a bio-inspired miniature climbing robot with bilayer dry adhesives . . J Mech Robot , , 2019a . . 11 ( ( 2 ): ): 020902 DOI: 10.1115/1.4042457 http://doi.org/10.1115/1.4042457 . .

AG Dharmawan , , , DC Koh , , , GS Soh , , , 等 . . Tail design of a miniature two-wheg climbing robot for external transitioning . . IFToMM World Congress on Mechanism and Machine Science , , 2019b . . p.2139 - - 2148 . . DOI: 10.1007/978-3-030-20131-9_212 http://doi.org/10.1007/978-3-030-20131-9_212 . .

AJ Dutson , , , KL Wood . . Using rapid prototypes for functional evaluation of evolutionary product designs . . Rap Protot J , , 2005 . . 11 ( ( 3 ): ): 125 - - 131 . . DOI: 10.1108/13552540510601246 http://doi.org/10.1108/13552540510601246 . .

KK Fu , , , MC Yang , , , KL Wood . . Design principles: the foundation of design . . ASME Int Design Engineering Technical Conf and Computers and Information in Engineering Conf, Article V007T06A034 , , 2015 . . DOI: 10.1115/DETC2015-46157 http://doi.org/10.1115/DETC2015-46157 . .

KK Fu , , , MC Yang , , , KL Wood . . Design principles: literature review, analysis, and future directions . . J Mech Des , , 2016 . . 138 ( ( 10 ): ): 101103 DOI: 10.1115/1.4034105 http://doi.org/10.1115/1.4034105 . .

ACA Goh , , , A Ahmed , , , GS Soh , , , 等 . . Barometer assisted GPS denied trilateration algorithm for traversing vertical three-dimensional spaces . . Proc ION Pacific PNT Meeting , , 2019 . . p.171 - - 184 . . DOI: 10.33012/2019.16802 http://doi.org/10.33012/2019.16802 . .

HH Hariri , , , DC Koh , , , HC Lim , , , 等 . . Orion-II: a miniature climbing robot with bilayer compliant tape for autonomous intelligent surveillance and reconnaissance . . 15 th Int Conf on Control, Automation, Robotics and Vision , , 2018 . . p.1621 - - 1626 . . DOI: 10.1109/ICARCV.2018.8581287 http://doi.org/10.1109/ICARCV.2018.8581287 . .

DA Keese , , , AH Tilstra , , , CC Seepersad , , , 等 . . Empirically-derived principles for designing products with flexibility for future evolution . . ASME Int Design Engineering Technical Conf and Computers and Information in Engineering Conf , , 2007 . . p.483 - - 498 . . DOI: 10.1115/DETC2007-35695 http://doi.org/10.1115/DETC2007-35695 . .

JL Kit , , , D Mateo , , , R Bouffanais . . A decentralized mobile computing network for multi-robot systems operations . . 9 th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conf , , 2018 . . p.309 - - 314 . . DOI: 10.1109/UEMCON.2018.8796753 http://doi.org/10.1109/UEMCON.2018.8796753 . .

JL Kit , , , AG Dharmawan , , , D Mateo , , , 等 . . Decentralized multi-floor exploration by a swarm of miniature robots teaming with wall-climbing units . . Int Symp on Multirobot and Multi-agent Systems , , 2019 . . p.195 - - 201 . . DOI: 10.1109/MRS.2019.8901058 http://doi.org/10.1109/MRS.2019.8901058 . .

DC Koh , , , AG Dharmawan , , , HH Hariri , , , 等 . . Design and analysis of a miniature two-wheg climbing robot with robust internal and external transitioning capabilities . . IEEE Int Conf on Robotics and Automation , , 2019 . . p.9740 - - 9746 . . DOI: 10.1109/ICRA.2019.8793910 http://doi.org/10.1109/ICRA.2019.8793910 . .

C Lauff , , , D Kotys-Schwartz , , , ME Rentschler . . What is a prototype.: emergent roles of prototypes from empirical work in three diverse companies. ASME Int Design Engineering Technical Conf and Computers and Information in Engineering Conf . . Article V007T06A033 , , 2017 . . DOI: 10.1115/DETC2017-67173 http://doi.org/10.1115/DETC2017-67173 . .

CA Lauff , , , D Kotys-Schwartz , , , ME Rentschler . . What is a prototype? What are the roles of prototypes in companies? . . J Mech Des , , 2018 . . 140 ( ( 6 ): ): 061102 DOI: 10.1115/1.4039340 http://doi.org/10.1115/1.4039340 . .

J Luo , , , B Song , , , L Blessing , , , 等 . . Design opportunity conception using the total technology space map . . AI EDAM , , 2018 . . 32 ( ( S4 ): ): 449 - - 461 . . DOI: 10.1017/S0890060418000094 http://doi.org/10.1017/S0890060418000094 . .

JX Luo , , , KL Wood . . The growing complexity in invention process . . Res Eng Des , , 2017 . . 28 ( ( 4 ): ): 421 - - 435 . . DOI: 10.1007/s00163-017-0266-3 http://doi.org/10.1007/s00163-017-0266-3 . .

JX Luo , , , BW Yan , , , K Wood . . InnoGPS for data-driven exploration of design opportunities and directions: the case of Google driverless car project . . J Mech Des , , 2017 . . 139 ( ( 11 ): ): 111416 DOI: 10.1115/1.4037680 http://doi.org/10.1115/1.4037680 . .

D Mateo , , , N Horsevad , , , V Hassani , , , 等 . . Optimal network topology for responsive collective behavior . . Sci Adv , , 2019 . . 5 ( ( 4 ): ): eaau0999 DOI: 10.1126/sciadv.aau0999 http://doi.org/10.1126/sciadv.aau0999 . .

R Moe , , , DD Jensen , , , KL Wood . . Prototype partitioning based on requirement flexibility . . ASME Int Design Engineering Technical Conf and Computers and Information in Engineering Conf , , 2004 . . p.65 - - 77 . . DOI: 10.1115/DETC2004-57221 http://doi.org/10.1115/DETC2004-57221 . .

VD Nguyen , , , GS Soh , , , SH Foong , , , 等 . . Localization of a miniature spherical rolling robot using IMU, odometry and UWB . . ASME Int Design Engineering Technical Conf and Computers and Information in Engineering Conf, Article V05AT07A070 , , 2018 . . DOI: 10.1115/DETC2018-85548 http://doi.org/10.1115/DETC2018-85548 . .

X Niu , , , AP Suherlan , , , GS Soh , , , 等 . . Mechanical development and control of a miniature nonholonomic spherical rolling robot . . 13 th Int Conf on Control Automation Robotics & Vision , , 2014 . . p.1923 - - 1928 . . DOI: 10.1109/ICARCV.2014.7064610 http://doi.org/10.1109/ICARCV.2014.7064610 . .

B Perez , , , S Hilburn , , , D Jensen , , , 等 . . Design principlebased stimuli for improving creativity during ideation . . Proc Inst Mech Eng Part C J Mech Eng Sci , , 2019 . . 233 ( ( 2 ): ): 493 - - 503 . . DOI: 10.1177/0954406218809117 http://doi.org/10.1177/0954406218809117 . .

KB Perez . . Design innovation with additive manufacturing (AM): an AM-centric design innovation process . . PhD Thesis, Singapore University of Technology and Design, Singapore , , 2018 . . .

KB Perez , , , DS Anderson , , , KL Wood . . Crowdsourced design principles for leveraging the capabilities of additive manufacturing . . Int Conf on Engineerring Design , , 2015 . . p.1 - - 10 . . . .

A Qureshi , , , JT Murphy , , , B Kuchinsky , , , 等 . . Principles of product flexibility . . ASME Int Design Engineering Technical Conf and Computers and Information in Engineering Conf , , 2006 . . p.295 - - 325 . . DOI: 10.1115/DETC2006-99583 http://doi.org/10.1115/DETC2006-99583 . .

E Ries . . The Lean Startup: How Todayos Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses . . Crown Publishing Group, New York, USA , , 2011 . . .

M Rubenstein , , , A Cornejo , , , R Nagpal . . Programmable self-assembly in a thousand-robot swarm . . Science , , 2014 . . 345 ( ( 6198 ): ): 795 - - 799 . . . .

A Sekunda , , , M Komareji , , , R Bouffanais . . Interplay between signaling network design and swarm dynamics . . Netw Sci , , 2016 . . 4 ( ( 2 ): ): 244 - - 265 . . DOI: 10.1017/nws.2016.5 http://doi.org/10.1017/nws.2016.5 . .

V Singh , , , SM Skiles , , , JE Krager , , , 等 . . Innovations in design through transformation: a fundamental study of transformation principles . . J Mech Des , , 2009 . . 131 ( ( 8 ): ): 081010 DOI: 10.1115/1.3125205 http://doi.org/10.1115/1.3125205 . .

KHE Sng , , , S Raviselvam , , , D Anderson , , , 等 . . A design case study: transferring design processes and prototyping principles into industry for rapid response and user impact . . Proc 21st Int Conf on Engineering Design , , 2017 . . p.349 - - 358 . . . .

RB Stone , , , KL Wood , , , RH Crawford . . A heuristic method for identifying modules for product architectures . . Des Stud , , 2000 . . 21 ( ( 1 ): ): 5 - - 31 . . DOI: 10.1016/S0142-694X(99)00003-4 http://doi.org/10.1016/S0142-694X(99)00003-4 . .

J Sundram , , , VD Nguyen , , , GS Soh , , , 等 . . Development of a miniature robot for multi-robot occupancy grid mapping . . 3 rd Int Conf on Advanced Robotics and Mechatronics , , 2018 . . p.414 - - 419 . . DOI: 10.1109/ICARM.2018.8610745 http://doi.org/10.1109/ICARM.2018.8610745 . .

AH Tilstra , , , PB Backlund , , , CC Seepersad , , , 等 . . Principles for designing products with flexibility for future evolution . . Int J Mass Custom , , 2015 . . 5 ( ( 1 ): ): p.22 - - 54 . . DOI: 10.1504/IJMASSC.2015.069597 http://doi.org/10.1504/IJMASSC.2015.069597 . .

F Vallegra , , , D Mateo , , , G Tokić , , , 等 . . Gradual collective upgrade of a swarm of autonomous buoys for dynamic ocean monitoring . . OCEANS MTS/IEEE Charleston , , 2018 . . p.1 - - 7 . . DOI: 10.1109/OCEANS.2018.8604642 http://doi.org/10.1109/OCEANS.2018.8604642 . .

S Venkataraman , , , B Song , , , J Luo , , , 等 . . Investigating effects of stimuli on ideation outcomes . . Proc 21 st Int Conf on Engineering Design , , 2017 . . p.309 - - 318 . . . .

J Weaver , , , K Wood , , , R Crawford , , , 等 . . Transformation design theory: a meta-analogical framework . . J Comput Inform Sci Eng , , 2010 . . 10 ( ( 3 ): ): 031012 DOI: 10.1115/1.3470028 http://doi.org/10.1115/1.3470028 . .

F Wu , , , L Maréchal , , , A Vibhute , , , 等 . . A compact magnetic directional proximity sensor for spherical robots . . IEEE Int Conf on Advanced Intelligent Mechatronics , , 2016 . . p.1258 - - 1264 . . DOI: 10.1109/AIM.2016.7576943 http://doi.org/10.1109/AIM.2016.7576943 . .

F Wu , , , A Vibhute , , , GS Soh , , , 等 . . A compact magnetic field-based obstacle detection and avoidance system for miniature spherical robots . . Sensors , , 2017 . . 17 ( ( 6 ): ): 1231 DOI: 10.3390/s17061231 http://doi.org/10.3390/s17061231 . .

BM Zoss , , , D Mateo , , , YK Kuan , , , 等 . . Distributed system of autonomous buoys for scalable deployment and monitoring of large waterbodies . . Auton Robot , , 2018 . . 42 ( ( 8 ): ): 1669 - - 1689 . . DOI: 10.1007/s10514-018-9702-0 http://doi.org/10.1007/s10514-018-9702-0 . .

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