Exploring the Effect of Obscurants on Safe Landing Zone Identification
Manned rotorcraft are often employed in harsh environments and difficult terrain that are inaccessible to other craft. Conversely, robotic rotorcraft are operated in controlled settings, often at safe, high altitudes. Missions such as cargo delivery, medevac and fire fighting are unachievable becaus...
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| Vydáno v: | Journal of intelligent & robotic systems Ročník 57; číslo 1-4; s. 281 - 295 |
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01.01.2010
Springer Nature B.V |
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| ISSN: | 0921-0296, 1573-0409 |
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| Abstract | Manned rotorcraft are often employed in harsh environments and difficult terrain that are inaccessible to other craft. Conversely, robotic rotorcraft are operated in controlled settings, often at safe, high altitudes. Missions such as cargo delivery, medevac and fire fighting are unachievable because of unpredictable adverse environmental conditions. To enable UAVs to perform these missions, the effects of obscurants on UAV sensor suites and algorithms must be clearly understood. This paper explores the use of a laser range finder to accomplish landing zone identification in unknown, unstructured environments. The ability to detect a landing zone in environments obscured by smoke is investigated. This is accomplished using a design methodology of testing and evaluating in a controlled environment followed by verification and validation in the field. This methodology establishes a concrete understanding of the sensor performance, thereby removing ambiguities in field tests. |
|---|---|
| AbstractList | Issue Title: Special Issue: Selected papers from the 2nd International Symposium on UAVs, Reno, U.S.A. June 8-10, 2009 / Guest Edited by Kimon P. Valavanis, Randy Beard, Paul Y. Oh, Anibal Ollero, Les A. Piegl and Hyunchul Shim Manned rotorcraft are often employed in harsh environments and difficult terrain that are inaccessible to other craft. Conversely, robotic rotorcraft are operated in controlled settings, often at safe, high altitudes. Missions such as cargo delivery, medevac and fire fighting are unachievable because of unpredictable adverse environmental conditions. To enable UAVs to perform these missions, the effects of obscurants on UAV sensor suites and algorithms must be clearly understood. This paper explores the use of a laser range finder to accomplish landing zone identification in unknown, unstructured environments. The ability to detect a landing zone in environments obscured by smoke is investigated. This is accomplished using a design methodology of testing and evaluating in a controlled environment followed by verification and validation in the field. This methodology establishes a concrete understanding of the sensor performance, thereby removing ambiguities in field tests.[PUBLICATION ABSTRACT] Manned rotorcraft are often employed in harsh environments and difficult terrain that are inaccessible to other craft. Conversely, robotic rotorcraft are operated in controlled settings, often at safe, high altitudes. Missions such as cargo delivery, medevac and fire fighting are unachievable because of unpredictable adverse environmental conditions. To enable UAVs to perform these missions, the effects of obscurants on UAV sensor suites and algorithms must be clearly understood. This paper explores the use of a laser range finder to accomplish landing zone identification in unknown, unstructured environments. The ability to detect a landing zone in environments obscured by smoke is investigated. This is accomplished using a design methodology of testing and evaluating in a controlled environment followed by verification and validation in the field. This methodology establishes a concrete understanding of the sensor performance, thereby removing ambiguities in field tests. |
| Author | Kuntz, Noah Oh, Paul Y. Sevcik, Keith W. |
| Author_xml | – sequence: 1 givenname: Keith W. surname: Sevcik fullname: Sevcik, Keith W. organization: Department of Mechanical Engineering and Mechanics, Drexel University – sequence: 2 givenname: Noah surname: Kuntz fullname: Kuntz, Noah organization: Department of Mechanical Engineering and Mechanics, Drexel University – sequence: 3 givenname: Paul Y. surname: Oh fullname: Oh, Paul Y. email: paul@coe.drexel.edu organization: Department of Mechanical Engineering and Mechanics, Drexel University |
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| Cites_doi | 10.1109/CDC.2004.1430284 10.2514/2.4988 10.1002/rob.20126 10.1109/ROBOT.2002.1013656 10.1016/0004-6981(71)90116-8 10.1109/ROBOT.2005.1570727 10.1109/ROBOT.2007.363619 10.1109/IROS.2007.4399410 10.1002/rob.20147 |
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| References | Thrun, S., Diel, M., Hahnel, D.: Scan alignment and 3-d surface modeling with a helicopter platform. In: The 4th Int. Conf. on Field and Service Robotics, pp. 14–16 (2003) Scherer, S., Singh, S., Chamberlain, L., Saripalli, S.: Flying fast and low among obstacles. In: International Conference on Robotics and Automation (ICRA), pp. 2023–2029 (2007) Dimmeler, A., Clement, D., Biichtemann, W.: Effects of obscurants on the performance of laser range finders. Technical Report 6, FGAN–FfO, Tubingen, Germany (1998) BrinkworthBCalculation of attenuation and back-scattering in cloud and fogAtmos. Environ.19715860561110.1016/0004-6981(71)90116-8 Saripalli, S., Montgomery, J., Sukhatme, G.: Vision-based autonomous landing of an unmanned aerial vehicle. In: Int. Conf. on Robotics and Automation (ICRA), pp. 2799–2804 (2002) Meingast, M., Geyer, C., Sastry, S.: Vision based terrain recovery for landing unmanned aerial vehicles. In: IEEE Conf. on Decision and Control (CDC), pp. 1670–1675 (2004) ArshinovYFDonchenkoVAZuevVEKostinVVSamokhvalovIVExperimental investigation of attenuation and backscatter of laser radiation at lambda=2.36 mu and lambda=0.63 mu by artificial fogs and smokesRuss. Phys. J.1973166789793 ThrunSMontemerloMDahlkampHStavensDAronADiebelJFongPGaleJHalpennyMHoffmannGLauKOakleyCPalatucciMPrattVStangPStrohbandSDupontCJendrossekL-EKoelenCMarkeyCRummelCvan NiekerkJJensenEAlessandriniPBradskiGDaviesBEttingerSKaehlerANefianAMahoneyPStanley, the robot that won the darpa grand challengeJournal of Field Robotics200623966169210.1002/rob.20147 JohnsonAKlumppACollierJWolfALIDAR-based hazard avoidance for safe landing on MarsAIAA J. Guid. Control Dyn.20022561091109910.2514/2.4988 UrmsonCRagusaCRayDAnhaltJBartzDGalataliTGutierrezAJohnstonJHarbaughSKatoHMessnerWMillerNPetersonKSmithBSniderJSpikerSZiglarJWhittakerWClarkMKoonPMosherAStrubleJA robust approach to high-speed navigation for unrehearsed desert terrainJournal of Field Robotics20062384675081113.7031010.1002/rob.20126 Narli, V., Oh, P.: A hardware-in-the-loop test rig for designing near-earth aerial robotics. In: International Conference on Robotics and Automation (ICRA), pp. 2509–2514 (2006) Johnson, A., Montgomery, J., Matthies, L.: Vision guided landing of an autonomous helicopter in hazardous terrain. In: Int. Conf. on Robotics and Automation, pp. 3966–3971 (2005) Research, development, test and evaluation of materiel for extreme climatic conditions. Army Regulation, pp. 70–38 (1979) Saripalli, S., Sukhatme, G.: Landing on a moving target using an autonomous helicopter. In: Int. Conf. on Field and Service Robotics (2003) Sevcik, K.W., Oh, P.Y.: Designing aerial robot sensor suites to account for obscurants. In: International Conference on Intelligent Robots and Systems (IROS), pp. 1582–1587 (2007) C Urmson (9358_CR14) 2006; 23 B Brinkworth (9358_CR2) 1971; 5 YF Arshinov (9358_CR3) 1973; 16 9358_CR4 9358_CR1 9358_CR7 9358_CR8 9358_CR5 9358_CR6 9358_CR15 9358_CR9 A Johnson (9358_CR10) 2002; 25 S Thrun (9358_CR13) 2006; 23 9358_CR11 9358_CR12 |
| References_xml | – reference: Saripalli, S., Sukhatme, G.: Landing on a moving target using an autonomous helicopter. In: Int. Conf. on Field and Service Robotics (2003) – reference: Thrun, S., Diel, M., Hahnel, D.: Scan alignment and 3-d surface modeling with a helicopter platform. In: The 4th Int. Conf. on Field and Service Robotics, pp. 14–16 (2003) – reference: Johnson, A., Montgomery, J., Matthies, L.: Vision guided landing of an autonomous helicopter in hazardous terrain. In: Int. Conf. on Robotics and Automation, pp. 3966–3971 (2005) – reference: Saripalli, S., Montgomery, J., Sukhatme, G.: Vision-based autonomous landing of an unmanned aerial vehicle. In: Int. Conf. on Robotics and Automation (ICRA), pp. 2799–2804 (2002) – reference: Dimmeler, A., Clement, D., Biichtemann, W.: Effects of obscurants on the performance of laser range finders. Technical Report 6, FGAN–FfO, Tubingen, Germany (1998) – reference: Scherer, S., Singh, S., Chamberlain, L., Saripalli, S.: Flying fast and low among obstacles. In: International Conference on Robotics and Automation (ICRA), pp. 2023–2029 (2007) – reference: UrmsonCRagusaCRayDAnhaltJBartzDGalataliTGutierrezAJohnstonJHarbaughSKatoHMessnerWMillerNPetersonKSmithBSniderJSpikerSZiglarJWhittakerWClarkMKoonPMosherAStrubleJA robust approach to high-speed navigation for unrehearsed desert terrainJournal of Field Robotics20062384675081113.7031010.1002/rob.20126 – reference: BrinkworthBCalculation of attenuation and back-scattering in cloud and fogAtmos. Environ.19715860561110.1016/0004-6981(71)90116-8 – reference: Narli, V., Oh, P.: A hardware-in-the-loop test rig for designing near-earth aerial robotics. In: International Conference on Robotics and Automation (ICRA), pp. 2509–2514 (2006) – reference: Sevcik, K.W., Oh, P.Y.: Designing aerial robot sensor suites to account for obscurants. In: International Conference on Intelligent Robots and Systems (IROS), pp. 1582–1587 (2007) – reference: JohnsonAKlumppACollierJWolfALIDAR-based hazard avoidance for safe landing on MarsAIAA J. Guid. Control Dyn.20022561091109910.2514/2.4988 – reference: Research, development, test and evaluation of materiel for extreme climatic conditions. Army Regulation, pp. 70–38 (1979) – reference: Meingast, M., Geyer, C., Sastry, S.: Vision based terrain recovery for landing unmanned aerial vehicles. In: IEEE Conf. on Decision and Control (CDC), pp. 1670–1675 (2004) – reference: ArshinovYFDonchenkoVAZuevVEKostinVVSamokhvalovIVExperimental investigation of attenuation and backscatter of laser radiation at lambda=2.36 mu and lambda=0.63 mu by artificial fogs and smokesRuss. Phys. J.1973166789793 – reference: ThrunSMontemerloMDahlkampHStavensDAronADiebelJFongPGaleJHalpennyMHoffmannGLauKOakleyCPalatucciMPrattVStangPStrohbandSDupontCJendrossekL-EKoelenCMarkeyCRummelCvan NiekerkJJensenEAlessandriniPBradskiGDaviesBEttingerSKaehlerANefianAMahoneyPStanley, the robot that won the darpa grand challengeJournal of Field Robotics200623966169210.1002/rob.20147 – ident: 9358_CR7 – ident: 9358_CR9 doi: 10.1109/CDC.2004.1430284 – volume: 25 start-page: 1091 issue: 6 year: 2002 ident: 9358_CR10 publication-title: AIAA J. Guid. Control Dyn. doi: 10.2514/2.4988 – volume: 23 start-page: 467 issue: 8 year: 2006 ident: 9358_CR14 publication-title: Journal of Field Robotics doi: 10.1002/rob.20126 – volume: 16 start-page: 789 issue: 6 year: 1973 ident: 9358_CR3 publication-title: Russ. Phys. J. – ident: 9358_CR1 – ident: 9358_CR4 – ident: 9358_CR6 doi: 10.1109/ROBOT.2002.1013656 – volume: 5 start-page: 605 issue: 8 year: 1971 ident: 9358_CR2 publication-title: Atmos. Environ. doi: 10.1016/0004-6981(71)90116-8 – ident: 9358_CR11 – ident: 9358_CR8 doi: 10.1109/ROBOT.2005.1570727 – ident: 9358_CR15 – ident: 9358_CR5 doi: 10.1109/ROBOT.2007.363619 – ident: 9358_CR12 doi: 10.1109/IROS.2007.4399410 – volume: 23 start-page: 661 issue: 9 year: 2006 ident: 9358_CR13 publication-title: Journal of Field Robotics doi: 10.1002/rob.20147 |
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| SubjectTerms | Algorithms Artificial Intelligence Control Electrical Engineering Engineering Field tests High altitude Landing Laser range finders Mechanical Engineering Mechatronics Methodology Missions Robotics Rotary wing aircraft Rotorcraft Sensors Unmanned aerial vehicles |
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