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Driven by the unprecedented high throughput and low latency requirements in next-generation wireless networks, this paper introduces an artificial intelligence (AI) enabled framework in which unmanned aerial vehicles (UAVs) use…

Signal Processing · Electrical Eng. & Systems 2021-01-29 Zhong Yang , Mingzhe Chen , Xiao Liu , Yuanwei Liu , Yue Chen , Shuguang Cui , H. Vincent Poor

In this paper we examine the use of matching theory for user association in millimeter wave (mmWave)-enabled cellular heterogeneous networks (HetNets). In a mmWave system, the channel variations can be fast and unpredictable, rendering…

Information Theory · Computer Science 2019-07-23 Alireza Alizadeh , Mai Vu

Heterogeneous information networks (HINs) are ubiquitous in real-world applications. In the meantime, network embedding has emerged as a convenient tool to mine and learn from networked data. As a result, it is of interest to develop HIN…

Social and Information Networks · Computer Science 2018-07-11 Yu Shi , Qi Zhu , Fang Guo , Chao Zhang , Jiawei Han

Recent years have seen proliferation in versatile mobile devices and an upsurge in the growth of data-consuming application services. Orthogonal multiple access (OMA) technologies in today's mobile systems fall inefficient in the presence…

Networking and Internet Architecture · Computer Science 2018-01-30 Wei Wang , Yuanwei Liu , Zhiqing Luo , Tao Jiang , Qian Zhang , Arumugam Nallanathan

As we make progress towards the era of fifth generation (5G) communication networks, energy efficiency (EE) becomes an important design criterion because it guarantees sustainable evolution. In this regard, the massive multiple-input…

Networking and Internet Architecture · Computer Science 2015-11-30 K. N. R. Surya Vara Prasad , Ekram Hossain , Vijay K. Bhargava

Next generation wireless networks require massive uplink connections as well as high spectral efficiency. It is well known that, theoretically, it is not possible to achieve the sum capacity of multi-user communications with orthogonal…

Information Theory · Computer Science 2017-03-28 Hyunsoo Kim , Yeon-Geun Lim , Chan-Byoung Chae , Daesik Hong

The metaverse has awakened users' expectations of an immersive interaction that fuses the virtual digital world and the physical world across space and time. However, the metaverse is still in its infancy, typically expanding multi-player…

Multimedia · Computer Science 2022-10-14 Yakun Huang , Xiuquan Qiao , Haowen Wang , Xiang Su , Schahram Dustdar , Ping Zhang

Wireless Sensor Networks (WSNs) consist of numerous sensors which send sensed data to base station. Energy conservation is an important issue for sensor nodes as they have limited power.Many routing protocols have been proposed earlier for…

Networking and Internet Architecture · Computer Science 2016-11-15 N. Javaid , S. N. Mohammad , K. Latif , U. Qasim , Z. A. Khan , M. A. Khan

The next generation wireless standard, called Fifth Generation (5G), is being designed to encompass Heterogeneous Networks (HetNets) architectures consisting of a single holistic network with Multiple Radio Access Technologies (Multi-RAT).…

Networking and Internet Architecture · Computer Science 2019-01-14 M. Shahwaiz Afaqui , Cristina Cano , Vincent Kotzsch , Clemens Felber , Walter Nitzold

Edge computing is considered a key paradigm for supporting real-time applications over 5G networks, as hosting applications at the network edge can substantially reduce delays. A significant fraction of real-time applications over 5G are…

Networking and Internet Architecture · Computer Science 2024-12-17 Mukhtiar Ahmad , Faaiq Bilal , Mutahar Ali , Muhammad Ali Nawazish , Amir Salman , Shazer Ali , Fawad Ahmad , Zafar Ayyub Qazi

The proliferation of smartphones/mobile devices that support a wide range of broadband applications and services has driven the volume of mobile data traffic to an unprecedented high level, requiring a next generation mobile communication…

Information Theory · Computer Science 2016-05-12 Yinan Qi , Mythri Hunukumbure , Maziar Nekovee , Javier Lorca , Victoria Sgardoni

We detail the steps required to deploy a multi-user multiple-input multiple-output (MU-MIMO) neural receiver (NRX) in an actual cellular communication system. This raises several exciting research challenges, including the need for…

Information Theory · Computer Science 2024-09-05 Reinhard Wiesmayr , Sebastian Cammerer , Fayçal Aït Aoudia , Jakob Hoydis , Jakub Zakrzewski , Alexander Keller

The fifth-generation wireless networking (5G) technologies have been developed to meet various time-critical use cases with ultra-reliable, low-latency and massive machine-type communications which are indispensable for tactile Internet…

Networking and Internet Architecture · Computer Science 2020-08-14 Peng Hu

In the upcoming B5G/6G era, virtual reality (VR) over wireless has become a typical application, which is an inevitable trend in the development of video. However, in immersive and interactive VR experiences, VR services typically exhibit…

Multimedia · Computer Science 2024-03-12 Baojie Fu , Tong Tang , Dapeng Wu , Ruyan Wang

Processing computer vision applications (CVA) on mobile devices is challenging due to limited battery life and computing power. While cloud-based remote processing of CVA offers abundant computational resources, it introduces latency issues…

Networking and Internet Architecture · Computer Science 2025-01-09 Marcelo V. B. da Silva , Maria Barbosa , Anderson Queiroz , Kelvin L. Dias

Augmented and Virtual Reality (AR/VR) is often called a "killer" application of 5G systems because it imposes very strict Quality of Service (QoS) requirements related to throughput, latency, and reliability. A high-resolution AR/VR flow…

Networking and Internet Architecture · Computer Science 2022-08-18 Maxim Susloparov , Artem Krasilov , Evgeny Khorov

As wireless connectivity continues to evolve towards 6G, there is an ever-increasing demand to not only deliver higher throughput, lower latency, and improved reliability, but also do so as efficiently as possible. To this point, the term…

Signal Processing · Electrical Eng. & Systems 2025-08-22 Joseph Boccuzzi

The combination of 5G and Multi-access Edge Computing (MEC) can significantly reduce application delay by lowering transmission delay and bringing computational capabilities closer to the end user. Therefore, 5G MEC could enable excellent…

Networking and Internet Architecture · Computer Science 2023-08-22 Pengyuan Zhou , Shuhao Fu , Benjamin Finley , Xuebing Li , Sasu Tarkoma , Jussi Kangasharju , Mostafa Ammar , Pan Hui

Next-generation wireless networks will rely on mmWave/sub-THz spectrum and extremely large antenna arrays (ELAAs). This will push their operation into the near field where far-field beam management degrades and beam training becomes more…

Signal Processing · Electrical Eng. & Systems 2025-11-18 Zijun Wang , Anjali Omer , Jacob Chakareski , Nicholas Mastronarde , Rui Zhang

Mobile Augmented Reality (MAR) mixes physical environments with user-interactive virtual annotations. Immersive MAR experiences are supported by computation-intensive tasks which rely on offloading mechanisms to ease device workloads.…

Networking and Internet Architecture · Computer Science 2020-06-05 Jacky Cao , Xiang Su , Benjamin Finley , Pengyuan Zhou , Pan Hui