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Device-to-Device (D2D) communication, which enables direct communication between nearby mobile devices, is an attractive add-on component to improve spectrum efficiency and user experience by reusing licensed cellular spectrum in 5G system.…

Networking and Internet Architecture · Computer Science 2017-03-08 Hongliang Zhang , Yun Liao , Lingyang Song

Collaborative machine learning (CML) provides a promising paradigm for democratizing advanced technologies by enabling cost-sharing among participants. However, the potential for rent-seeking behaviors among parties can undermine such…

Machine Learning · Computer Science 2025-01-03 Bingchen Wang , Zhaoxuan Wu , Fusheng Liu , Bryan Kian Hsiang Low

Network operators are looking towards LTE License Assisted Access (LAA) as a means of extending capacity by offloading traffic to unlicensed bands. However, operation in these bands requires abiding to certain coexistence rules in terms of…

Networking and Internet Architecture · Computer Science 2021-03-25 Jacek Wszołek , Szymon Ludyga , Wojciech Anzel , Szymon Szott

In future networks, an operator may employ a wide range of access points using diverse radio access technologies (RATs) over multiple licensed and unlicensed frequency bands. This paper studies centralized user association and spectrum…

Networking and Internet Architecture · Computer Science 2016-09-01 Zhiyi Zhou , Dongning Guo , Michael L. Honig

With the exponential growth in mobile data traffic taking place currently and projected into the future, mobile operators need cost effective ways to manage the load of their networks. Traditionally, this has been achieved by offloading…

Networking and Internet Architecture · Computer Science 2022-11-18 Alireza Babaei , Jennifer Andreoli-Fang , Belal Hamzeh

Coexistence of Wi-Fi and LTE Unlicensed (LTE-U) in shared or unlicensed bands has drawn growing attention from both academia and industry. An important consideration is fairness between Wi-Fi and duty cycled LTE-U, which is often defined in…

Networking and Internet Architecture · Computer Science 2017-10-05 Xuhang Ying , Radha Poovendran , Sumit Roy

Long Term Evolution (LTE) is expanding its utilization in unlicensed band by deploying LTE Unlicensed (LTEU) and Licensed Assisted Access LTE (LTE-LAA) technology. Smart Grid can take the advantages of unlicensed bands for achieving two-way…

Networking and Internet Architecture · Computer Science 2017-08-31 Yemeserach Mekonnen , Muhammad Haque , Imtiaz Parvez , Amir Moghadasi , Arif Sarwat

We consider the problem of fair coexistence between LTE and Wi-Fi systems in the unlicensed 5 GHz U-NII bands. We focus on the misbehavior opportunities due to the heterogeneity in channel access mechanism and the lack of a common control…

Networking and Internet Architecture · Computer Science 2021-04-08 Islam Samy , Xiao Han , Loukas Lazos , Ming Li , Yong Xiao , Marwan Krunz

Providing proper economic incentives is essential for the success of dynamic spectrum sharing. Cooperative spectrum sharing is one effective way to achieve this goal. In cooperative spectrum sharing, secondary users (SUs) relay traffics for…

Networking and Internet Architecture · Computer Science 2016-11-17 Lingjie Duan , Lin Gao , Jianwei Huang

Federated learning (FL) has gained prominence due to heightened concerns over data privacy. Privacy restrictions limit the visibility for data consumers (DCs) to accurately assess the capabilities and efforts of data owners (DOs). Thus, for…

Computer Science and Game Theory · Computer Science 2025-10-20 Xavier Tan , Xiaoli Tang , Han Yu

In the mobile communication services, users wish to subscribe to high quality service with a low price level, which leads to competition between mobile network operators (MNOs). The MNOs compete with each other by service prices after…

Computer Science and Game Theory · Computer Science 2013-08-29 Seung Min Yu , Seong-Lyun Kim

This paper compares two models for delivering broadband wireless services: best effort vs. QoS guaranteed services. The 'best effort' services we refer to in this paper are more commonly known as unlicensed wireless services, while the…

Computers and Society · Computer Science 2007-05-23 Lee W. McKnight , Raymond Linsenmayer , William Lehr

A promising solution satisfying the industry's demand to have minimum alterations in LTE for its operation in unlicensed spectrum is duty cycled LTE-U scheme, which adopts discontinuous transmission to ensure fair coexistence with 802.11…

Networking and Internet Architecture · Computer Science 2016-11-15 Anand M. Baswade , Touheed Anwar Atif , Bheemarjuna Reddy Tamma , Antony Franklin A

Networking on white spaces (i.e., locally unused spectrum) relies on active monitoring of spectrum usage. Spectrum databases based on empirical radio propagation models are widely adopted but shown to be error-prone, since they do not…

Networking and Internet Architecture · Computer Science 2017-05-23 Xuhang Ying , Sumit Roy , Radha Poovendran

Following fast growth of cellular networks, more users have drawn attention to the contradiction between dynamic user data traffic and static data plans. To address this important but largely unexplored issue, in this paper, we design a new…

Networking and Internet Architecture · Computer Science 2014-05-22 Hai Wang , Zhe Chen , Qingyuan Gong , Weidong Xu , Xu Zhang , Xin Wang

We leverage stochastic geometry to characterize key performance metrics for neighboring Wi-Fi and LTE networks in unlicensed spectrum. Our analysis focuses on a single unlicensed frequency band, where the locations for the Wi-Fi access…

Information Theory · Computer Science 2016-11-17 Yingzhe Li , Francois Baccelli , Jeffrey G. Andrews , Thomas D. Novlan , Jianzhong Charlie Zhang

The growing competition drives the mobile network operators (MNOs) to explore adding time flexibility to the traditional data plan, which consists of a monthly subscription fee, a data cap, and a per-unit fee for exceeding the data cap. The…

Computer Science and Game Theory · Computer Science 2019-04-02 Zhiyuan Wang , Lin Gao , Jianwei Huang

State-of-the-art large language models require specialized hardware and substantial energy to operate. As a consequence, cloud-based services that provide access to large language models have become very popular. In these services, the…

Computer Science and Game Theory · Computer Science 2026-05-29 Ander Artola Velasco , Stratis Tsirtsis , Nastaran Okati , Manuel Gomez-Rodriguez

Sharing the spectrum among mobile network operators (MNOs) is a promising approach to improve the spectrum utilization and to increase the monetary income of MNOs. In this paper, we model a nonorthogonal spectrum sharing system for a…

Computational Geometry · Computer Science 2022-06-28 Elaheh Ataeebojd , Mehdi Rasti , Hossein Pedram , Pedro H. J. Nardelli

License-assisted access (LAA) is a promising technology to offload dramatically increasing cellular traffic to unlicensed bands. Challenges arise from the provision of quality-of-service (QoS) and the quantification of capacity, due to the…

Information Theory · Computer Science 2017-05-23 Qimei Cui , Yu Gu , Wei Ni , Renping Liu