Invited Paper: Edge-based Provisioning of Holographic Content for Contextual and Personalized Augmented Reality

Glushakov, Michael; Zhang, Yunfan; Han, Yongqin; Scargill, Timothy; Lan, Guohao; Gorlatova, Maria

doi:10.1109/percomworkshops48775.2020.9156256

Cited by 8 publications

(4 citation statements)

References 20 publications

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“…The effectiveness of edge intelligence primarily depends on (i) the volume of data transmitted for communication between the User device and edge computing and (ii) the required data processing time at edge computing [41]. Since edge computing is located near the data source, quick data transfer and ensures low latency [42]. Additionally, edge computing ensures Quality of Service (QoS) even with large amounts of data [43].…”

Section: ) Edge Intelligencementioning

confidence: 99%

Multisensory Metaverse-6G: A New Paradigm of Commerce and Education

ALSAMH,

Hawbani,

Kumar

et al. 2024

IEEE Access

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Multisensory Metaverse applications ignite a revolution across industries, captivating audiences with immersive experiences. With the arrival of 6G technologies on the horizon, the stage is set for an unprecedented leap into a realm of even greater immersion and engagement. This survey explores the transformative potential of integrating multisensory Metaverse applications with 6G technology, focusing on commerce and education within the Metaverse framework. With the imminent arrival of 6G networks, characterized by ultra-high-speed connectivity, low latency, and massive connectivity, we delve into how the convergence of 6G and multisensory Metaverse marks and reshapes a paradigm shift in digital connectivity and immersion. Through the lens of commerce, we examine how immersive metaverse experiences enhance consumer engagement, virtual shopping, and personalized marketing strategies. In the realm of learning, we explore the use of Metaverse technologies for interactive education, skill training, and remote collaboration, revolutionizing traditional pedagogical approaches. By envisioning a future where multisensory Metaverse-6G experiences drive innovation across commerce and learning, we aim to create a more connected, immersive, and inclusive digital landscape. We also outline future research directions and potential innovations, envisioning a future where Metaverse-6G convergence revolutionizes communication, and collaboration. By embracing innovation and addressing challenges, we can harness the full potential of this convergence to create a more connected, immersive, and inclusive digital future.

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Section: ) Edge Intelligencementioning

confidence: 99%

Multisensory Metaverse-6G: A New Paradigm of Commerce and Education

ALSAMH,

Hawbani,

Kumar

et al. 2024

IEEE Access

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show abstract

“…For example, in [178] we developed a system to predict the quality of virtual content positioning (a function of AR device pose estimate error) from environment properties, in which we transmitted data collected on the AR device to the edge for the computationally expensive pre-processing and model inference. In [114] we presented an edge-assisted collaborative image recognition system, in [179] we demonstrated an edge-supported AR application that analyzed user eye movements to recognize common activities in a museum scenario, and we have developed multiple systems that provide edge-based provisioning of contextual virtual content [63]. We see the incorporation of IoT devices that provide additional contextual data as a natural extension to these edge architectures for context-aware AR, and we recently presented an example of this in [177] (see Section 5.1 for further details).…”

Section: Edge Computing For Armentioning

confidence: 99%

Ambient Intelligence for Next-Generation AR

Scargill¹,

Eom²,

Chen³

et al. 2023

Preprint

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Next-generation augmented reality (AR) promises a high degree of context-awareness -a detailed knowledge of the environmental, user, social and system conditions in which an AR experience takes place. This will facilitate both the closer integration of the real and virtual worlds, and the provision of context-specific content or adaptations. However, environmental awareness in particular is challenging to achieve using AR devices alone; not only are these mobile devices' view of an environment spatially and temporally limited, but the data obtained by onboard sensors is frequently inaccurate and incomplete. This, combined with the fact that many aspects of core AR functionality and user experiences are impacted by properties of the real environment, motivates the use of ambient IoT devices, wireless sensors and actuators placed in the surrounding environment, for the measurement and optimization of environment properties. In this book chapter we categorize and examine the wide variety of ways in which these IoT sensors and actuators can support or enhance AR experiences, including quantitative insights and proof-of-concept systems that will inform the development of future solutions. We outline the challenges and opportunities associated with several important research directions which must be addressed to realize the full potential of next-generation AR.

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“…The synchronization of data streams from multiple cameras or sensors and that of audiovisual and haptic information in data transmission also create new challenges. The storing and processing of massive data for immersive communications demand new architectures and techniques for caching and computing (Glushakov et al, 2020;Taleb et al, 2021). Moreover, artificial intelligence (AI) is necessary both for supporting applications such as human-machine collaboration and user viewpoint/gesture prediction, and for orchestrating network resources to satisfy the demanding requirements of immersive communications (Maier et al, 2018;Tataria et al, 2021;Zawish et al, 2022).…”

Section: Introductionmentioning

confidence: 99%

Toward immersive communications in 6G

Shen

Gao

et al. 2023

Front. Comput. Sci.

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The sixth generation (6G) networks are expected to enable immersive communications and bridge the physical and the virtual worlds. Integrating extended reality, holography, and haptics, immersive communications will revolutionize how people work, entertain, and communicate by enabling lifelike interactions. However, the unprecedented demand for data transmission rate and the stringent requirements on latency and reliability create challenges for 6G networks to support immersive communications. In this survey article, we present the prospect of immersive communications and investigate emerging solutions to the corresponding challenges for 6G. First, we introduce use cases of immersive communications, in the fields of entertainment, education, and healthcare. Second, we present the concepts of immersive communications, including extended reality, haptic communication, and holographic communication, their basic implementation procedures, and their requirements on networks in terms of transmission rate, latency, and reliability. Third, we summarize the potential solutions to addressing the challenges from the aspects of communication, computing, and networking. Finally, we discuss future research directions and conclude this study.

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Invited Paper: Edge-based Provisioning of Holographic Content for Contextual and Personalized Augmented Reality

Cited by 8 publications

References 20 publications

Multisensory Metaverse-6G: A New Paradigm of Commerce and Education

Multisensory Metaverse-6G: A New Paradigm of Commerce and Education

Ambient Intelligence for Next-Generation AR

Toward immersive communications in 6G

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