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Due to the Internet of Things (IoT) proliferation, Radio Frequency (RF) channels are increasingly congested with new kinds of devices, which carry unique and diverse communication needs. This poses complex challenges in modern digital…

Signal Processing · Electrical Eng. & Systems 2022-04-05 Matthew Setzler , Elizabeth Coda , Jeremiah Rounds , Michael Vann , Michael Girard

The growing research and industry interest in the Internet of Things and the edge computing paradigm has increased the need for cost-efficient virtual testbeds for large-scale distributed applications. Researchers, students, and…

Distributed, Parallel, and Cluster Computing · Computer Science 2022-08-12 Soeren Becker , Tobias Pfandzelter , Nils Japke , David Bermbach , Odej Kao

Cellular network-connected unmanned aerial vehicles (UAVs) experience different radio propagation conditions than radio nodes on the ground. Therefore, it has become critical to investigate the performance of aerial radios, both…

Signal Processing · Electrical Eng. & Systems 2021-12-17 Aly Sabri Abdalla , Andrew Yingst , Keith Powell , Antoni Gelonch-Bosch , Vuk Marojevic

Radio Frequency Reinforcement Learning (RFRL) is anticipated to be a widely applicable technology in the next generation of wireless communication systems, particularly 6G and next-gen military communications. Given this, our research is…

Radio Frequency Fingerprint (RFF) identification on account of deep learning has the potential to enhance the security performance of wireless networks. Recently, several RFF datasets were proposed to satisfy requirements of large-scale…

Signal Processing · Electrical Eng. & Systems 2022-06-17 Shupeng Zhang , Yibin Zhang , Xixi Zhang , Jinlong Sun , Yun Lin , Haris Gacanin , Fumiyuki Adachi , Guan Gui

Recently, unmanned aerial vehicles (UAVs) have been receiving significant attention due to their wide range of potential application areas. To support UAV use cases with beyond visual line of sight (BVLOS) and autonomous flights, cellular…

Signal Processing · Electrical Eng. & Systems 2023-03-06 Sung Joon Maeng , Ozgur Ozdemir , İsmail Güvenç , Mihail L. Sichitiu , Magreth Mushi , Rudra Dutta

This paper presents ExPECA, an edge computing and wireless communication research testbed designed to tackle two pressing challenges: comprehensive end-to-end experimentation and high levels of experimental reproducibility. Leveraging…

Networking and Internet Architecture · Computer Science 2023-11-03 Samie Mostafavi , Vishnu Narayanan Moothedath , Stefan Rönngren , Neelabhro Roy , Gourav Prateek Sharma , Sangwon Seo , Manuel Olguín Muñoz , James Gross

Future communication networks must address the scarce spectrum to accommodate extensive growth of heterogeneous wireless devices. Wireless signal recognition is becoming increasingly more significant for spectrum monitoring, spectrum…

Signal Processing · Electrical Eng. & Systems 2022-06-22 Anu Jagannath , Jithin Jagannath

Listen-Before-Talk (LBT) has been adopted as the spectrum sharing technique that guarantees a fair LTE/Wi-Fi coexistence in the unlicensed spectrum at the 5 GHz band. Differently, at mmWave bands, where beamforming is a must to overcome…

Networking and Internet Architecture · Computer Science 2018-10-30 Sandra Lagen , Lorenza Giupponi

In this work, we first describe a framework for the application of Reinforcement Learning (RL) control to a radar system that operates in a congested spectral setting. We then compare the utility of several RL algorithms through a…

Machine Learning · Computer Science 2020-06-24 Charles E. Thornton , R. Michael Buehrer , Anthony F. Martone , Kelly D. Sherbondy

There has been a tremendous effort in improving wireless LAN for supporting the demanding multimedia application. Many new protocols or ideas have been proposed and proved by using a mathematical model or running a simulation program. That…

Networking and Internet Architecture · Computer Science 2011-11-09 Aphirak Jansang , Anan Phonphoem

Conducting experiments in federated, distributed, and heterogeneous testbeds is a challenging task for researchers. Researchers have to take care of the whole experiment life cycle, ensure the reproducibility of each run, and the…

Networking and Internet Architecture · Computer Science 2016-01-18 Matthias Wachs , Nadine Herold , Stephan-A. Posselt , Florian Dold , Georg Carle

Industrial Internet of Things (IIoT) technologies have revolutionized industrial processes, enabling smart automation, real-time data analytics, and improved operational efficiency across diverse industry sectors. IIoT testbeds play a…

Networking and Internet Architecture · Computer Science 2024-07-02 Tianyu Zhang , Chuanyu Xue , Jiachen Wang , Zelin Yun , Natong Lin , Song Han

Radio Frequency (RF) sensing technologies have experienced significant growth due to the widespread adoption of RF devices and the Internet of Things (IoT). These technologies enable numerous applications across healthcare, smart homes,…

Human-Computer Interaction · Computer Science 2025-04-16 Mingda Han , Huanqi Yang , Wenhao Li , Weitao Xu , Xiuzhen Cheng , Prasant Mohapatra , Pengfei Hu

Next generation networks are envisioned to have ubiquitous availability and seamless access as main goals. In general, coexistence of multiple access technologies is one of the most promising way to achieve these goals, particularly using…

Networking and Internet Architecture · Computer Science 2018-08-27 Suganya S , Ramesh C , Sumit Maheshwari

In the cybersecurity research community, there is no one-size-fits-all solution for merging large numbers of heterogeneous resources and experimentation capabilities from disparate specialized testbeds into integrated experiments. The…

Distributed, Parallel, and Cluster Computing · Computer Science 2018-11-09 Ryan Goodfellow , Lincoln Thurlow , Srivatsan Ravi

Effective emergency and natural disaster management depend on the efficient mission-critical voice and data communication between first responders and victims. Land Mobile Radio System (LMRS) is a legacy narrowband technology used for…

Networking and Internet Architecture · Computer Science 2017-08-08 Abhaykumar Kumbhar , Farshad Koohifar , Ismail Guvenc , Bruce Mueller

In this paper, we describe the design and implementation of D2D communication functionality for LTE. To our knowledge, this is the first such implementation that is compliant with the LTE Release 12 standard. In this paper, we design and…

Networking and Internet Architecture · Computer Science 2019-05-01 Shekhar Jain , Yi Zhang , Luiz A. DaSilva

Long Term Evolution (LTE), which has its root on commercial mobile communications, recently becomes an influential solution to future public safety communications. To verify the feasibility of LTE for public safety, it is essential to…

Networking and Internet Architecture · Computer Science 2016-11-17 Juyeop Kim , Sang Won Choi , Won-Yong Shin , Yong-Soo Song , Yong-Kyu Kim

With the arrival of next generation wireless communication, a growing number of new applications like internet of things, autonomous driving systems, and drone are crowding the unlicensed spectrum. Licensed network such as the long-term…

Machine Learning · Computer Science 2021-07-07 Po-Kan Shih , Bahman Moraffah