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Redirected Walking for Exploring Immersive Virtual Spaces With HMD: A Comprehensive Review and Recent Advances

Published: 01 October 2023 Publication History

Abstract

Real walking techniques can provide the user with a more natural, highly immersive walking experience compared to the experience of other locomotion techniques. In contrast to the direct mapping between the virtual space and an equal-sized physical space that can be simply realized, the nonequivalent mapping that enables the user to explore a large virtual space by real walking within a confined physical space is complex. To address this issue, the redirected walking (RDW) technique is proposed by many works to adjust the user's virtual and physical movements based on some redirection manipulations. In this manner, subtle or overt motion deviations can be injected between the user's virtual and physical movements, allowing the user to undertake real walking in large virtual spaces by using different redirection controller methods. In this paper, we present a brief review to describe major concepts and methodologies in the field of redirected walking. First, we provide the fundamentals and basic criteria of RDW, and then we describe the redirection manipulations that can be applied to adjust the user's movements during virtual exploration. Furthermore, we clarify the redirection controller methods that properly adopt strategies for combining different redirection manipulations and present a classification of these methods by several categories. Finally, we summarize several experimental metrics to evaluate the performance of redirection controller methods and discuss current challenges and future work. Our study systematically classifies the relevant theories, concepts, and methods of RDW, and provides assistance to the newcomers in understanding and implementing the RDW technique.

References

[1]
T. Hilfert and M. König, “Low-cost virtual reality environment for rngineering and construction,” Visual. Eng., vol. 4, no. 1, pp. 1–18, 2016.
[2]
C. Boletsis, J. E. Cedergren, and S. Kongsvik, “Hci research in virtual reality: A discussion of problem-solving,” in Proc. Int. Conf. Interfaces Hum. Comput. Interaction, 2017, pp. 21–23.
[3]
H. Li and L. Fan, “A flexible technique to select objects via convolutional neural network in VR space,” Sci. China Inf. Sci., vol. 63, 2020, Art. no.
[4]
H. Li, S. Zhou, F. Zhang, and C. Yang, “Immersive VR theater with multi-device interaction and efficient multi-user collaboration,” Procedia Comput. Sci., vol. 147, pp. 468–472, 2019.
[5]
C. Cruz Neira, D. J. Sandin, T. A. DeFanti, R. V. Kenyon, and J. C. Hart, “The cave: Audio visual experience automatic virtual environment,” Commun. ACM, vol. 35, pp. 64–73, 1992.
[6]
P. Rademacher and G. Bishop, “Multiple-center-of-projection images,” in Proc. 25th Annu. Conf. Comput. Graph. Interactive Techn., 1998, pp. 199–206.
[7]
N. C. Nilsson et al., “15 years of research on redirected walking in immersive virtual environments,” IEEE Comput. Graph. Appl., vol. 38, no. 2, pp. 44–56, Mar./Apr. 2018.
[8]
E. Bozgeyikli, A. Raij, S. Katkoori, and R. Dubey, “Point & teleport locomotion technique for virtual reality,” in Proc. Annu. Symp. Comput.-Hum. Interaction Play, 2016, pp. 205–216.
[9]
N. C. Nilsson, S. Serafin, and R. Nordahl, “Walking in place through virtual worlds,” in Proc. Int. Conf. Hum.-Comput. Interaction, 2016, pp. 37–48.
[10]
E. Langbehn, T. Eichler, S. Ghose, K. von Luck, G. Bruder, and F. Steinicke, “Evaluation of an omnidirectional walking-in-place user interface with virtual locomotion speed scaled by forward leaning angle,” in Proc. GI Workshop Virtual Augmented Reality, 2015, pp. 149–160.
[11]
W. Gai et al., “Supporting easy physical-to-virtual creation of mobile VR maze games: A new genre,” in Proc. Conf. Hum. Factors Comput. Syst., 2017, pp. 5016–5028.
[12]
N. Nitzsche, U. D. Hanebeck, and G. Schmidt, “Motion compression for telepresent walking in large-scale remote environments,” in Proc. Helmet-and Head-Mounted Displays VIII: Technol. Appl., 2003, pp. 265–276.
[13]
Z. C. Dong, X. M. Fu, C. Zhang, K. Wu, and L. Liu, “Smooth assembled mappings for large-scale real walking,” ACM Trans. Graph., vol. 36, no. 6, pp. 1–13, 2017.
[14]
Q. Sun et al., “Towards virtual reality infinite walking: Dynamic saccadic redirection,” ACM Trans. Graph., vol. 37, no. 4, pp. 1–13, 2018.
[15]
M. Usoh et al., “Walking > walking-in-place > flying, in virtual environments,” in Proc. Annu. Conf. Comput. Graph. Interactive Techn., 1999, pp. 359–364.
[16]
P. Monteiro, D. Carvalho, M. Melo, F. Branco, and M. Bessa, “Application of the steering law to virtual reality walking navigation interfaces,” Comput. Graph., vol. 77, pp. 80–87, 2018.
[17]
R. A. Ruddle and S. Lessels, “The benefits of using a walking interface to navigate virtual environments,” ACM Trans. Comput.-Hum. Interaction, vol. 16, no. 1, pp. 1–18, 2009.
[18]
R. A. Ruddle, E. Volkova, and H. H. Bülthoff, “Walking improves your cognitive map in environments that are large-scale and large in extent,” ACM Trans. Comput.-Hum. Interaction, vol. 18, no. 2, pp. 1–20, 2011.
[19]
A. L. Simeone, E. Velloso, and H. Gellersen, “Substitutional reality: Using the physical environment to design virtual reality experiences,” in Proc. 33rd Annu. ACM Conf. Hum. Factors Comput. Syst., 2015, pp. 3307–3316.
[20]
M. Sra, S. Garrido Jurado, C. Schmandt, and P. Maes, “Procedurally generated virtual reality from 3D reconstructed physical space,” in Proc. 22nd ACM Conf. Virtual Reality Softw. Technol., 2016, pp. 191–200.
[21]
S. Razzaque, Z. Kohn, and M. Whitton, “Redirected walking,” in Proc. Eurographics, 2001, pp. 289–294.
[22]
N. C. Nilsson, S. Serafin, F. Steinicke, and R. Nordahl, “Natural walking in virtual reality: A review,” Comput. Entertainment, vol. 16, no. 2, pp. 1–22, 2018.
[23]
E. A. Suma, G. Bruder, F. Steinicke, D. M. Krum, and M. Bolas, “A taxonomy for deploying redirection techniques in immersive virtual environments,” in Proc. IEEE Virtual Reality Workshops, 2012, pp. 43–46.
[24]
F. Steinicke, G. Bruder, J. Jerald, H. Frenz, and M. Lappe, “Estimation of detection thresholds for redirected walking techniques,” IEEE Trans. Vis. Comput. Graphics, vol. 16, no. 1, pp. 17–27, Jan./Feb. 2010.
[25]
B. Williams et al., “Exploring large virtual environments with an HMD when physical space is limited,” in Proc. Symp. Appl. Percep. Graph. Visual., 2007, pp. 41–48.
[26]
T. C. Peck, H. Fuchs, and M. C. Whitton, “Evaluation of reorientation techniques and distractors for walking in large virtual environments,” IEEE Trans. Vis. Comput. Graphics, vol. 15, no. 3, pp. 383–394, May/Jun. 2009.
[27]
L. Kruse, E. Langbehn, and F. Steinicke, “I can see on my feet while walking: Sensitivity to translation gains with visible feet,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2018, pp. 305–312.
[28]
A. Paludan et al., “Disguising rotational gain for redirected walking in virtual reality: Effect of visual density,” in Proc. IEEE Virtual Reality, 2016, pp. 259–260.
[29]
C. T. Neth, J. L. Souman, D. Engel, U. Kloos, H. H. Bulthoff, and B. J. Mohler, “Velocity-dependent dynamic curvature gain for redirected walking,” IEEE Trans. Vis. Comput. Graphics, vol. 18, no. 7, pp. 1041–1052, Jul. 2012.
[30]
K. Matsumoto, E. Langbehn, T. Narumi, and F. Steinicke, “Detection thresholds for vertical gains in vr and drone-based telepresence systems,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2020, pp. 101–107.
[31]
K. Matsumoto, T. Narumi, T. Tanikawa, and M. Hirose, “Walking uphill and downhill: Redirected walking in the vertical direction,” in Proc. ACM SIGGRAPH, 2017, pp. 1–2.
[32]
R. Nagao, K. Matsumoto, T. Narumi, T. Tanikawa, and M. Hirose, “Ascending and descending in virtual reality: Simple and safe system using passive haptics,” IEEE Trans. Visual. Comput. Graph., vol. 24, no. 4, pp. 1584–1593, Apr. 2018.
[33]
Y. H. Cho, D. H. Min, J. S. Huh, S. H. Lee, J. S. Yoon, and I. K. Lee, “Walking outside the box: Estimation of detection thresholds for non-forward steps,” in Proc. IEEE Virtual Reality 3D User Interfaces, 2021, pp. 448–454.
[34]
N. C. Nilsson, E. Suma, R. Nordahl, M. Bolas, and S. Serafin, “Estimation of detection thresholds for audiovisual rotation gains,” in Proc. IEEE Virtual Reality, 2016, pp. 241–242.
[35]
M. Nogalski and W. Fohl, “Acoustic redirected walking with auditory cues by means of wave field synthesis,” in Proc. IEEE Virtual Reality, 2016, pp. 245–246.
[36]
P. Gao, K. Matsumoto, T. Narumi, and M. Hirose, “Visual-auditory redirection: Multimodal integration of incongruent visual and auditory cues for redirected walking,” in Proc. IEEE Int. Symp. Mixed Augmented Reality, 2020, pp. 639–648.
[37]
K. Matsumoto, Y. Ban, T. Narumi, T. Tanikawa, and M. Hirose, “Curvature manipulation techniques in redirection using haptic cues,” in Proc. IEEE Symp. 3D User Interfaces, 2016, pp. 105–108.
[38]
B. Bolte and M. Lappe, “Subliminal reorientation and repositioning in immersive virtual environments using saccadic suppression,” IEEE Trans. Vis. Comput. Graphics, vol. 21, no. 4, pp. 545–552, Apr. 2015.
[39]
A. Nguyen and A. Kunz, “Discrete scene rotation during blinks and its effect on redirected walking algorithms,” in Proc. ACM Symp. Virtual Reality Softw. Technol., 2018, pp. 1–10.
[40]
A. Nguyen, Y. Rothacher, B. Lenggenhager, P. Brugger, and A. Kunz, “Individual differences and impact of gender on curvature redirection thresholds,” in Proc. ACM Symp. Appl. Percep., 2018, pp. 1–4.
[41]
Y. Rothacher, A. Nguyen, B. Lenggenhager, A. Kunz, and P. Brugger, “Visual capture of gait during redirected walking,” Sci. Rep., vol. 8, no. 1, pp. 1–13, 2018.
[42]
E. A. Suma, S. Clark, D. Krum, S. Finkelstein, M. Bolas, and Z. Warte, “Leveraging change blindness for redirection in virtual environments,” in Proc. IEEE Virtual Reality Conf., 2011, pp. 159–166.
[43]
D. J. Simons and R. A. Rensink, “Change blindness: Past, present, and future,” Trends Cogn. Sci., vol. 9, no. 1, pp. 16–20, 2005.
[44]
E. A. Suma, Z. Lipps, S. Finkelstein, D. M. Krum, and M. Bolas, “Impossible spaces: Maximizing natural walking in virtual environments with self-overlapping architecture,” IEEE Trans. Vis. Comput. Graphics, vol. 18, no. 4, pp. 555–564, Apr. 2012.
[45]
K. Vasylevska, H. Kaufmann, M. Bolas, and E. A. Suma, “Flexible spaces: Dynamic layout generation for infinite walking in virtual environments,” in Proc. IEEE Symp. 3D User Interfaces, 2013, pp. 39–42.
[46]
H. Eric and B. Eric, “Comparing four approaches to generalized redirected walking: Simulation and live user data,” IEEE Trans. Vis. Comput. Graphics, vol. 19, no. 4, pp. 634–643, Apr. 2013.
[47]
M. A. Zmuda, J. L. Wonser, E. R. Bachmann, and E. Hodgson, “Optimizing constrained-environment redirected walking instructions using search techniques,” IEEE Trans. Vis. Comput. Graphics, vol. 19, no. 11, pp. 1872–1884, Nov. 2013.
[48]
T. Nescher, Y. Y. Huang, and A. Kunz, “Planning redirection techniques for optimal free walking experience using model predictive control,” in Proc. IEEE Symp. 3D User Interfaces, 2014, pp. 111–118.
[49]
J. Thomas and E. S. Rosenberg, “A general reactive algorithm for redirected walking using artificial potential functions,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2019, pp. 56–62.
[50]
D. Lee, Y. Cho, and I. Lee, “Real-time optimal planning for redirected walking using deep Q-learning,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2019, pp. 63–71.
[51]
E. Langbehn, “Walking in virtual reality: Perceptually-inspired interaction techniques for locomotion in immersive environments,” Ph.D. dissertation, Staats-und Universitätsbibliothek Hamburg Carl von Ossietzky, 2019.
[52]
J. Dichgans and T. Brandt, Visual-Vestibular Interaction: Effects on Self-Motion Perception and Postural Control. Berlin, Germany: Springer Berlin, 1978.
[53]
B. E. Riecke, J. Schulte-Pelkum, M. N. Avraamides, M. V. D. Heyde, and H. H. Bülthoff, “Cognitive factors can influence self-motion perception (vection) in virtual reality,” ACM Trans. Appl. Percep., vol. 3, no. 3, pp. 194–216, 2006.
[54]
D. Engel, C. Curio, L. Tcheang, B. Mohler, and H. H. Bülthoff, “A psychophysically calibrated controller for navigating through large environments in a limited free-walking space,” in Proc. ACM Symp. Virtual Reality Softw. Technol., 2008, pp. 157–164.
[55]
J. Goldfeather and V. Interrante, “Adaptive redirected walking in a virtual world,” in Proc. IEEE VR Workshop Perceptual Illusions Virtual Environ., 2012, pp. 17–20.
[56]
M. Rietzler, J. Gugenheimer, T. Hirzle, M. Deubzer, E. Langbehn, and E. Rukzio, “Rethinking redirected walking: On the use of curvature gains beyond perceptual limitations and revisiting bending gains,” in Proc. IEEE Int. Symp. Mixed Augmented Reality, 2018, pp. 115–122.
[57]
P. Schmitz, J. Hildebrandt, A. C. Valdez, L. Kobbelt, and M. Ziefle, “You spin my head right round: Threshold of limited immersion for rotation gains in redirected walking,” IEEE Trans. Visual. Comput. Graph., vol. 24, no. 4, pp. 1623–1632, Apr. 2018.
[58]
E. A. Suma, G. Bruder, F. Steinicke, D. M. Krum, and M. Bolas, “A taxonomy for deploying redirection techniques in immersive virtual environments,” in Proc. IEEE Virtual Reality, 2012, pp. 43–46.
[59]
F. Steinicke, G. Bruder, L. Kohli, J. Jerald, and K. Hinrichs, “Taxonomy and implementation of redirection techniques for ubiquitous passive haptic feedback,” in Proc. Int. Conf. Cyberworlds, 2008, pp. 217–223.
[60]
M. Azmandian, T. Grechkin, M. Bolas, and E. Suma, “The redirected walking toolkit: A unified development platform for exploring large virtual environments,” in Proc. IEEE Workshop Everyday Virtual Reality, 2016, pp. 9–14.
[61]
E. Langbehn, P. Lubos, G. Bruder, and F. Steinicke, “Bending the curve: Sensitivity to bending of curved paths and application in room-scale VR,” IEEE Trans. Vis. Comput. Graphics, vol. 23, no. 4, pp. 1389–1398, Apr. 2017.
[62]
D. Hayashi, K. Fujita, K. Takashima, R. W. Lindeman, and Y. Kitamura, “Redirected jumping: Imperceptibly manipulating jump motions in virtual reality,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2019, pp. 386–394.
[63]
S. Razzaque, “Redirected walking,” Ph.D. dissertation, Univ. North Carolina, Chapel Hill, 2005.
[64]
F. Steinicke, G. Bruder, J. Jerald, H. Frenz, and M. Lappe, “Analyses of human sensitivity to redirected walking,” in Proc. ACM Symp. Virtual Reality Softw. Technol., 2008, pp. 149–156.
[65]
T. Grechkin, J. Thomas, M. Azmandian, M. Bolas, and E. Suma, “Revisiting detection thresholds for redirected walking: Combining translation and curvature gains,” in Proc. ACM Symp. Appl. Percep., 2016, pp. 113–120.
[66]
B. Williams, G. Narasimham, T. P. McNamara, T. H. Carr, J. J. Rieser, and B. Bodenheimer, “Updating orientation in large virtual environments using scaled translational gain,” in Proc. Symp. Appl. Percep. Graph. Visual., 2006, pp. 21–28.
[67]
S. A. Klein, “Measuring, estimating and understanding the psychometric function: A commentary,” Percep. Psychophys., vol. 63, no. 8, pp. 1421–1455, 2001.
[68]
N. Rewkowski, A. Rungta, M. Whitton, and M. Lin, “Evaluating the effectiveness of redirected walking with auditory distractors for navigation in virtual environments,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2019, pp. 395–404.
[69]
H. Sakono, K. Matsumoto, T. Narumi, and H. Kuzuoka, “Redirected walking using continuous curvature manipulation,” IEEE Trans. Visual. Comput. Graph., vol. 27, no. 11, pp. 4278–4288, Nov. 2021.
[70]
D. M. Green, “A maximum-likelihood method for estimating thresholds in a yescno task,” J. Acoustical Soc. Amer., vol. 93, no. 4, pp. 2096–2105, 1993.
[71]
A. Nguyen, “Identification of redirected walking thresholds in immersive virtual environments,” Ph.D. dissertation, ETH Zurich, 2021.
[72]
A. B. Watson and D. G. Pelli, “Quest: A Bayesian adaptive psychometric method,” Percep. Psychophys., vol. 33, no. 2, pp. 113–120, 1983.
[73]
W. Chen, Y. Hu, N. Ladeveze, and P. Bourdot, “Quick estimation of detection thresholds for redirected walking with method of adjustment,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2019, pp. 878–879.
[74]
W. Chen, N. Ladevèze, W. Hu, S. Ou, and P. Bourdot, “Comparison between the methods of adjustment and constant stimuli for the estimation of redirection detection thresholds,” in Proc. Int. Conf. Virtual Reality Augmented Reality, 2019, pp. 226–245.
[75]
F. Steinicke, G. Bruder, T. Ropinski, and K. Hinrichs, “Moving towards generally applicable redirected walking,” in Proc. Virtual Reality Int. Conf., 2008, pp. 15–24.
[76]
G. Bruder, V. Interrante, L. Phillips, and F. Steinicke, “Redirecting walking and driving for natural navigation in immersive virtual environments,” IEEE Trans. Vis. Comput. Graphics, vol. 18, no. 4, pp. 538–545, Apr. 2012.
[77]
J. Zhang, “Human-robot interaction in augmented virtuality: Perception, cognition and action in 360° video-based robotic telepresence systems,” Ph.D. dissertation, Staats-und Universitätsbibliothek Hamburg Carl von Ossietzky, 2021.
[78]
G. Bruder, F. Steinicke, K. H. Hinrichs, and M. Lappe, “Reorientation during body turns,” in Proc. Joint Virtual Reality Eurographics Conf. Virtual Environ., 2009, pp. 145–152.
[79]
N. L. Williams and T. C. Peck, “Estimation of rotation gain thresholds considering FOV, gender, and distractors,” IEEE Trans. Vis. Comput. Graphics, vol. 25, no. 11, pp. 3158–3168, Nov. 2019.
[80]
S. Serafin, N. C. Nilsson, E. Sikstrom, A. De Goetzen, and R. Nordahl, “Estimation of detection thresholds for acoustic based redirected walking techniques,” in Proc. IEEE Virtual Reality Conf., 2013, pp. 161–162.
[81]
F. Meyer, M. Nogalski, and W. Fohl, “Detection thresholds in audio-visual redirected walking,” in Proc. Sound Music Comput. Conf., 2016, pp. 17–27.
[82]
R. Zhang, B. Li, and S. A. Kuhl, “Human sensitivity to dynamic translational gains in head-mounted displays,” in Proc. ACM Symp. Spatial User Interact., 2014, pp. 62–65.
[83]
R. Zhang and S. A. Kuhl, “Human sensitivity to dynamic rotation gains in head-mounted displays,” in Proc. ACM Symp. Appl. Percep., 2013, pp. 71–74.
[84]
B. Bolte, G. Bruder, F. Steinicke, K. Hinrichs, and M. Lappe, “Augmentation techniques for efficient exploration in head-mounted display environments,” in Proc. 17th ACM Symp. Virtual Reality Softw. Technol., 2010, pp. 11–18.
[85]
A. Nguyen, Y. Rothacher, A. Kunz, P. Brugger, and B. Lenggenhager, “Effect of environment size on curvature redirected walking thresholds,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2018, pp. 645–646.
[86]
L. Bölling, N. Stein, F. Steinicke, and M. Lappe, “Shrinking circles: Adaptation to increased curvature gain in redirected walking,” IEEE Trans. Vis. Comput. Graphics, vol. 25, no. 5, pp. 2032–2039, May 2019.
[87]
H. Li et al., “Estimation of human sensitivity for curvature gain of redirected walking technology,” in Proc. 23rd Int. Conf. Mobile Hum.-Comput. Interact., 2021, pp. 1–12.
[88]
K. Matsumoto, K. Aoyama, T. Narumi, and H. Kuzuoka, “Redirected walking using noisy galvanic vestibular stimulation,” in Proc. IEEE Int. Symp. Mixed Augmented Reality, 2021, pp. 498–507.
[89]
K. Matsumoto, Y. Ban, T. Narumi, Y. Yanase, T. Tanikawa, and M. Hirose, “Unlimited corridor: Redirected walking techniques using visuo haptic interaction,” in Proc. ACM SIGGRAPH Emerg. Technol., 2016, pp. 1–2.
[90]
L. Kohli, E. Burns, D. Miller, and H. Fuchs, “Combining passive haptics with redirected walking,” in Proc. Int. Conf. Augmented Tele-Existence, 2005, pp. 253–254.
[91]
Y. J. Li et al., “Detection thresholds with joint horizontal and vertical gains in redirected jumping,” in Proc. IEEE Virtual Reality 3D User Interfaces, 2021, pp. 95–102.
[92]
G. Bruder, F. Steinicke, P. Wieland, and M. Lappe, “Tuning self-motion perception in virtual reality with visual illusions,” IEEE Trans. Vis. Comput. Graphics, vol. 18, no. 7, pp. 1068–1078, Jul. 2011.
[93]
E. Langbehn, F. Steinicke, M. Lappe, G. F. Welch, and G. Bruder, “In the blink of an eye-leveraging blink-induced suppression for imperceptible position and orientation redirection in virtual reality,” ACM Trans. Graph., vol. 37, no. 4, pp. 1–11, 2018.
[94]
V. Interrante, B. Ries, and L. Anderson, “Seven league boots: A new metaphor for augmented locomotion through moderately large scale immersive virtual environments,” in Proc. IEEE Symp. 3D User Interfaces, 2007.
[95]
Fine China Games, “Fine China,” [Online]. Available: https://store.steampowered.com/app/529040/Fine_China/
[96]
T. C. Peck, H. Fuchs, and M. C. Whitton, “The design and evaluation of a large-scale real-walking locomotion interface,” IEEE Trans. Vis. Comput. Graphics, vol. 18, no. 7, pp. 1053–1067, Jul. 2012.
[97]
J. C. Cardoso and A. Perrotta, “A survey of real locomotion techniques for immersive virtual reality applications on head-mounted displays,” Comput. Graph., vol. 85, pp. 55–73, 2019.
[98]
H. Chen and H. Fuchs, “Supporting free walking in a large virtual environment: Imperceptible redirected walking with an immersive distractor,” in Proc. Comput. Graph. Int. Conf., 2017, pp. 1–6.
[99]
G. Bruder, F. Steinicke, and K. H. Hinrichs, “Arch-explore: A natural user interface for immersive architectural walkthroughs,” in Proc. IEEE Symp. 3D User Interfaces, 2009, pp. 75–82.
[100]
K. Vasylevska and H. Kaufmann, “Towards efficient spatial compression in self-overlapping virtual environments,” in Proc. IEEE Symp. 3D User Interfaces, 2017, pp. 12–21.
[101]
S. Freitag, D. Rausch, and T. Kuhlen, “Reorientation in virtual environments using interactive portals,” in Proc. IEEE Symp. 3D User Interfaces, 2014, pp. 119–122.
[102]
K. Vasylevska, I. Podkosova, and H. Kaufmann, “Walking in virtual reality: Flexible spaces and other techniques,” in Proc. Vis. Lang. Technique, 2015, pp. 81–97.
[103]
Q. Sun, L. Y. Wei, and A. Kaufman, “Mapping virtual and physical reality,” ACM Trans. Graph., vol. 35, no. 4, pp. 1–12, 2016.
[104]
R. Chen and O. Weber, “Bounded distortion harmonic mappings in the plane,” ACM Trans. Graph., vol. 34, no. 4, pp. 1–12, 2015.
[105]
L. Yang et al., “Image-based bidirectional scene reprojection,” in Proc. SIGGRAPH Asia Conf., 2011, pp. 1–10.
[106]
J. Thomas and E. S. Rosenberg, “Reactive alignment of virtual and physical environments using redirected walking,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces Abstr. Workshops, 2020, pp. 317–323.
[107]
Y. Cho, D. Lee, and I. Lee, “Path prediction using lstm network for redirected walking,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2018, pp. 527–528.
[108]
R. R. Strauss, R. Ramanujan, A. Becker, and T. C. Peck, “A steering algorithm for redirected walking using reinforcement learning,” IEEE Trans. Vis. Comput. Graphics, vol. 26, no. 5, pp. 1955–1963, May 2020.
[109]
M. Azmandian, T. Grechkin, and E. S. Rosenberg, “An evaluation of strategies for two-user redirected walking in shared physical spaces,” in Proc. IEEE Virtual Reality, 2017, pp. 91–98.
[110]
T. Dong, Y. Song, Y. Shen, and J. Fan, “Simulation and evaluation of three-user redirected walking algorithm in shared physical spaces,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2019, pp. 894–895.
[111]
T. Field and P. Vamplew, “Generalised algorithms for redirected walking in virtual environments,” in Proc. Int. Conf. Artif. Intell. Sci. Technol., 2004, pp. 58–63.
[112]
E. Hodgson, E. Bachmann, and T. Thrash, “Performance of redirected walking algorithms in a constrained virtual world,” IEEE Trans. Vis. Comput. Graphics, vol. 20, no. 4, pp. 579–587, Apr. 2014.
[113]
E. Hodgson, E. Bachmann, and D. Waller, “Redirected walking to explore virtual environments: Assessing the potential for spatial interference,” ACM Trans. Appl. Percep., vol. 8, no. 4, pp. 1–22, 2008.
[114]
M. Azmandian, T. Grechkin, M. T. Bolas, and E. A. Suma, “Physical space requirements for redirected walking: How size and shape affect performance,” in Proc. Int. Conf. Artif. Reality Telexistence Eurographics Symp. Virtual Environ., 2015, pp. 93–100.
[115]
E. A. Suma, M. Azmandian, T. Grechkin, T. Phan, and M. Bolas, “Making small spaces feel large: Infinite walking in virtual reality,” in Proc. ACM SIGGRAPH Emerg. Technol., 2015, pp. 1–1.
[116]
T. C. Peck, H. Fuchs, and M. C. Whitton, “The design and evaluation of a large-scale real-walking locomotion interface,” IEEE Trans. Vis. Comput. Graphics, vol. 18, no. 7, pp. 1053–1067, Jul. 2011.
[117]
E. R. Bachmann, M. Zmuda, J. Calusdian, X. Yun, E. Hodgson, and D. Waller, “Going anywhere anywhere: Creating a low cost portable immersive ve system,” in Proc. Int. Conf. Comput. Games, 2012, pp. 108–115.
[118]
H. Li and L. Fan, “Mapping various large virtual spaces to small real spaces: A novel redirected walking method for immersive VR navigation,” IEEE Access, vol. 8, pp. 180210–180221, 2020.
[119]
J. Su, “Motion compression for telepresence locomotion,” Presence Teleoperators Virtual Environ., vol. 16, no. 4, pp. 385–398, 2007.
[120]
N. Nitzsche, U. D. Hanebeck, and G. Schmidt, “Motion compression for telepresent walking in large target environments,” Presence Teleoperators Virtual Environ., vol. 13, no. 1, pp. 44–60, 2004.
[121]
T. Nescher and A. Kunz, “Using head tracking data for robust short term path prediction of human locomotion,” in Proc. Trans. Comput. Sci., 2013, pp. 172–191.
[122]
C. Hirt, M. Zank, and A. Kunz, “Short-term path prediction for virtual open spaces,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2019, pp. 978–979.
[123]
M. Zank and A. Kunz, “Using locomotion models for estimating walking targets in immersive virtual environments,” in Proc. Int. Conf. Cyberworlds, 2015, pp. 229–236.
[124]
M. Zank and A. Kunz, “Where are you going? using human locomotion models for target estimation,” Vis. Comput., vol. 32, no. 10, pp. 1323–1335, 2016.
[125]
T. Nescher and A. Kunz, “Analysis of short term path prediction of human locomotion for augmented and virtual reality applications,” in Proc. Int. Conf. Cyberworlds, 2012, pp. 15–22.
[126]
M. Zank and A. Kunz, “Eye tracking for locomotion prediction in redirected walking,” in Proc. IEEE Symp. 3D User Interfaces, 2016, pp. 49–58.
[127]
J. Gandrud and V. Interrante, “Predicting destination using head orientation and gaze direction during locomotion in VR,” in Proc. ACM Symp. Appl. Percep., 2016, pp. 31–38.
[128]
M. Azmandian, T. Grechkin, M. Bolas, and E. Suma, “Automated path prediction for redirected walking using navigation meshes,” in Proc. IEEE Symp. 3D User Interfaces, 2016, pp. 63–66.
[129]
M. Zank and A. Kunz, “Optimized graph extraction and locomotion prediction for redirected walking,” in Proc. IEEE Symp. 3D User Interfaces, 2017, pp. 120–129.
[130]
F. Aurenhammer, “Voronoi diagrams - a survey of a fundamental geometric data structure,” ACM Comput. Surv., vol. 23, no. 3, pp. 345–405, 1991.
[131]
O. Khatib, “Real-time obstacle avoidance for manipulators and mobile robots,” in Proc. IEEE Int. Conf. Robot. Automat., 1985, pp. 500–505.
[132]
E. R. Bachmann, E. Hodgson, C. Hoffbauer, and J. Messinger, “Multi-user redirected walking and resetting using artificial potential fields,” IEEE Trans. Vis. Comput. Graphics, vol. 25, no. 5, pp. 2022–2031, May 2019.
[133]
J. Messinger, E. Hodgson, and E. R. Bachmann, “Effects of tracking area shape and size on artificial potential field redirected walking,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2019, pp. 72–80.
[134]
C. Hirt, M. Zank, and A. Kunz, “PReWAP: Predictive redirected walking using artificial potential fields,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2019, pp. 976–977.
[135]
T. Dong, X. Chen, Y. Song, W. Ying, and J. Fan, “Dynamic artificial potential fields for multi-user redirected walking,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2020, pp. 146–154.
[136]
S. Hochreiter and J. Schmidhuber, “Long short-term memory,” Neural Comput., vol. 9, no. 8, pp. 1735–1780, 1997.
[137]
H. Van Hasselt, A. Guez, and D. Silver, “Deep reinforcement learning with double q-learning,” in Proc. AAAI Conf. Artif. Intell., 2016.
[138]
M. L. Puterman, Markov Decision Processes: Discrete Stochastic Dynamic Programming. Hoboken, NJ, USA: Wiley, 2014.
[139]
D. Lee, Y. Cho, D. Min, and I. Lee, “Optimal planning for redirected walking based on reinforcement learning in multi-user environment with irregularly shaped physical space,” in Proc. IEEE Conf. Virtual Reality 3D User Interfaces, 2020, pp. 155–163.
[140]
Z. Wang, T. Schaul, M. Hessel, H. Hasselt, M. Lanctot, and N. Freitas, “Dueling network architectures for deep reinforcement learning,” in Proc. Int. Conf. Mach. Learn., 2016, pp. 1995–2003.
[141]
Z. Y. Chen, Y. J. Li, M. Wang, F. Steinicke, and Q. Zhao, “A reinforcement learning approach to redirected walking with passive haptic feedback,” in Proc. IEEE Int. Symp. Mixed Augmented Reality, 2021, pp. 184–192.
[142]
J. Thomas, C. Hutton Pospick, and E. Suma Rosenberg, “Towards physically interactive virtual environments: Reactive alignment with redirected walking,” in Proc. 26th ACM Symp. Virtual Reality Softw. Technol., 2020, pp. 1–10.
[143]
P. Robler and U. D. Hanebeck, “Simultaneous motion compression for multi-user extended range telepresence,” in Proc. IEEE Int. Conf. Intell. Robots Syst., 2006, pp. 5189–5194.
[144]
E. R. Bachmann, J. Holm, M. A. Zmuda, and E. Hodgson, “Collision prediction and prevention in a simultaneous two-user immersive virtual environment,” in Proc. IEEE Virtual Reality, 2013, pp. 89–90.
[145]
I. Podkosova and H. Kaufmann, “Mutual proximity awareness in immersive multi-user virtual environments with real walking,” in Proc. 25th Int. Conf. Artif. Reality Telexistence 20th Eurographics Symp. Virtual Environ., 2015, pp. 109–116.
[146]
Y. J. Li, M. Wang, F. Steinicke, and Q. Zhao, “OpenRDW: A redirected walking library and benchmark with multi-user, learning-based functionalities and state-of-the-art algorithms,” in Proc. IEEE Int. Symp. Mixed Augmented Reality, 2021, pp. 21–30.
[147]
T. C. Peck, H. Fuchs, and M. C. Whitton, “An evaluation of navigational ability comparing redirected free exploration with distractors to walking-in-place and joystick locomotion interfaces,” in Proc. IEEE Virtual Reality, 2011, pp. 55–62.
[148]
G. Bruder, P. Lubos, and F. Steinicke, “Cognitive resource demands of redirected walking,” IEEE Trans. Vis. Comput. Graphics, vol. 21, no. 4, pp. 539–544, Apr. 2015.
[149]
R. S. Kennedy and J. E. Fowlkes, “Simulator sickness is polygenic and polysymptomatic: Implications for research,” Int. J. Aviation Psychol., vol. 2, no. 1, pp. 23–38, 1992.
[150]
A. Nguyen et al., “Effect of cognitive load on curvature redirected walking thresholds,” in Proc. 26th ACM Symp. Virtual Reality Softw. Technol., 2020, pp. 1–5.
[151]
E. Langbehn, P. Lubos, and F. Steinicke, “Evaluation of locomotion techniques for room-scale VR: Joystick, teleportation, and redirected walking,” in Proc. Virtual Reality Int. Conf. Laval Virtual, 2018, pp. 1–9.

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cover image IEEE Transactions on Visualization and Computer Graphics
IEEE Transactions on Visualization and Computer Graphics  Volume 29, Issue 10
Oct. 2023
297 pages

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Published: 01 October 2023

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