Panel Discussion

Advancing Spectrum Science: Rely on Domain Knowledge or Handoff to Machine Learning Models?

Moderator:

  • Kaushik Chowdhury, UT Austin

Panelists:

Breakout Discussion

TBA

Oral and Poster Session Materials


Oral Session 1 (OS-1)

No. Presenter Project Title
1Narayan Mandayam
(Rutgers Univ.)
SWIFT: Enabling Spectrum Coexistence of 5G mmWave and Passive Weather Sensing
2Tingjun Chen
(Duke Univ.)
Collaborative Research: SWIFT: SHIELD: A Software-Hardware Approach for Spectrum Coexistence with Rapid Interferer Learning, Detection, and Mitigation
3Charles Baylis
(Baylor Univ.)
Collaborative Research: SWIFT: LARGE: Broker-Controlled Coexistence of 5G Wireless Artificially Intelligent Power Amplifier Array (AIPAA) with Passive Weather Radiometers
4Aveek Dutta
(U. at Albany SUNY)
Collaborative Research: SWIFT: Collaborative Interference Cancellation for Radio Astronomy
5Michele Polese
(Northeastern U.)
Collaborative Research: SWIFT-SAT: DASS: Dynamically Adjustable Spectrum Sharing between Ground Communication Networks and Earth Exploration Satellite Systems Above 100 GHz
6Ali Gurbuz
(NC State Univ.)
Collaborative Research: SWIFT-SAT: INtegrated Testbed Ensuring Resilient Active/Passive CoexisTence (INTERACT): End-to-End Learning-Based Interference Mitigation for Radiometers
7Hongbin Li
(Stevens Ins. of Tech.)
SWIFT-SAT: Unlimited Radio Interferometry: A Hardware-Algorithm Co-Design Approach to RAS-Satellite Coexistence
8John Volakis
(Florida International U.)
Collaborative Research:SWIFT:Ultra Wideband Flexible MIMO Radios for Energy Efficient Secure Spectrum Sharing
9Cong Shen
(Univ. of Virginia)
Collaborative Research: SWIFT: SMALL: Learning-Efficient Spectrum Access for No-Sensing Devices in Shared Spectrum
10Arjuna Madanayake
(Florida International U.)
Collaborative Research: SWIFT: AI-based Sensing for Improved Resiliency via Spectral Adaptation with Lifelong Learning
11Hun-Seok Kim
(U. of Michigan)
SWIFT: Instantaneous Feedback-based Adaptive Communications and Networks
12Joel Johnson
(The Ohio State Univ.)
Collaborative Research: SWIFT: Facilitating Novel Modalities for Spectrum Sharing between Earth-Observing Microwave Radiometers and Commercial Users
13Miguel Morales
(U. of Washington)
Collaborative Research: SWIFT-SAT: RFI Detection Across Six Orders of Magnitude in Intensity: A Unifying Framework with Weakly Supervised Machine Learning
14Bang Nhan
(NRAO)
SWIFT-SAT: Observational Data Sharing

Poster Session 1 (PS-1)

No. Presenter Project Title
1Narayan Mandayam
(Rutgers Univ.)
SWIFT: Intelligent Spatio-Temporal Metamaterial Massive MIMO Aperture Arrays with Hybrid Learning-based Channel Classifiers for Spectrum-Efficient Secured Wireless Communication
2Chee Wei Wong
(UCLA)
SWIFT: Coexisting spectrally-dense communications and passive sensing in directed multi-hop sub-millimeter-wave networks
3Amir Mortazawi
(U. of Michigan)
SWIFT: Electric Field Controlled Integrated Multiferroic Radio Frequency Devices for Interference Immune Broadband Wireless Systems
4Fatemeh Afghah
(Clemson Univ.)
Collaborative Research: SWIFT: LARGE: AI-Enabled Spectrum Coexistence between Active Communications and Passive Radio Services: Fundamentals, Testbed and Data
5Vinay Chenna
(USC)
SWIFT: Opportunistic mm-Wave Receivers
6Marvin Onabajo
(Northeastern U.)
SWIFT: Advancing Coexistence through a Cross-Layer Design Platform with an Adaptive Frequency-Selective Radio Front-End and Digital Algorithms
7Zhi Ding
(UC Davis)
SWIFT-SAT: Network Adaptation Based on Physics-Inspired Learning Framework for Radio Coexistence of Terrestrial and Satellite Information Systems
8Marwan Krunz
(U. of Arizona)
Collaborative Research: SWIFT: Coexistence and Interference Mitigation in the Mid-Band Spectrum: Analysis, Protocol Design, and Experimentation
9Yue Wang
(Georgia State U.)
Collaborative Research: SWIFT: Intelligent Dynamic Spectrum Access (IDEA): An Efficient Learning Approach to Enhancing Spectrum Utilization and Coexistence
10Lingjia Liu
(Virginia Tech)
Collaborative Research: SWIFT: Intelligent Dynamic Spectrum Access (IDEA): An Efficient Learning Approach to Enhancing Spectrum Utilization and Coexistence
11Hamid Jafarkhani
(UCI)
Collaborative Research: SWIFT: Dynamic Spectrum Sharing via Stochastic Optimization
12Vijay Shah
(North Carolina State U.)
Collaborative Research: SWIFT: Context-aware Spectrum Coexistence dEsign aNd implemenTation in satellite bands (ASCENT)
13Cosmin Deaconu
(Univ. of Chicago)
Collaborative Research: SWIFT-SAT: Coexistence of Remote Astronomical Instruments Susceptible to Interference with Large Communication Satellite Constellations
14Connie Walker
(NSF NOIRLab)
Collaborative Research: SWIFT-SAT: Minimizing Science Impact on LSST and Observatories Worldwide through Accurate Predictions of Satellite Position and Optical Brightness
15Monisha Ghosh
(U. of Notre Dame)
Collaborative Research: SWIFT: Coexistence and Interference Mitigation in the Mid-Band Spectrum: Analysis, Protocol Design, and Experimentation
16Mai Vu
(Tufts Univ.)
SWIFT: Transceiver and algorithms for multiband mobile communications in co-existence with passive uses at millimeter wave spectra
17Jon Peha
(CMU)
SWIFT: Resilient Spectrum-Sharing among Non-Geosynchronous Satellites

Oral Session 2 (OS-2)

No. Presenter Project Title
1Gregory Hellbourg
(Caltech)
Collaborative Research: SWIFT: Closing the Loop for Accountable Interference-free Spectrum Sharing with Passive Radio Receivers
2Ting Zhu
(The Ohio State U.)
Collaborative Research : SWIFT : Effective Spectrum Utilization for Coexisting Active, Semi-passive, and Passive IoT Systems
3Jie Luo
(Colorado State Univ.)
Collaborative Research: SWIFT: Enabling Intelligent Pinpoint Space-Spectrum Utilization and Sharing
4Ken Duffy
(Northeastern U.)
Collaborative Research: Interferers in Our Midst
5Ben Wu
(Rowan Univ.)
Collaborative Research: SWIFT: Wideband Spectrum Coexistence Enabled by Photonic Circuits: Cross-Layer Design and Implementation
6Eylem Ekici
(The Ohio State U.)
Collaborative Research: SWIFT: LARGE: DYNAmmWIC: Dynamic mmWave Spectrum Sharing Techniques for Public Safety Communications
7Huacheng Zeng
(Michigan State U.)
Collaborative Research: Breaking Information Sharing Barrier at Signal Level: A Learning-based Interference Mitigation for Pay-As-You-Go Spectrum Sharing
8Kaushik Chowdhury
(UT Austin)
Collaborative Research: SWIFT: MEDUSA: Mid-band Environmental Sensing Capability for Detecting Incumbents during Spectrum Sharing
9Mingyue Ji
(U. of Florida)
Collaborative Research: SWIFT: Decentralized Intelligent Spectrum Sharing in UAV Networks (DISH-uNET) via Hardware-software Co-design
10George Trichopoulos
(Arizona State U.)
SWIFT: Synergy and Coexistence of Millimeter Wave Wireless Communications, Imaging, and Localization
11Longfei Shangguan
(U. of Pittsburgh)
Collaborative Research: Enhancing Managed Spectrum Sharing with FR3-Cognizant Digital Twins
12Ruozhou Yu
(NC State U.)
Robustifying Predictive Intelligence for A New Spectrum Market
13Carlos Caicedo Bastidas
(Syracuse Univ.)
Collaborative Research: NewSpectrum: Track 1: Distributed Data-Driven Spectrum Management Architecture for the Next Era of Wireless
14Negar Reiskarimian
(MIT)
High Dynamic-Range Software-Defined Radio Front-Ends for Interference Mitigation in Future RF to mm-Wave Wireless Networks

Poster Session 2 (PS-2)

No. Presenter Project Title
1Narayan Mandayam
(Rutgers Univ.)
SWIFT-SAT: Software Defined Radio based Emulation of SAT-Terrestrial Network Coexistence in "FR3" Bands
2Tingjun Chen
(Duke Univ.)
Collaborative Research: NewSpectrum: Enabling Dense and In-Situ Spectrum Monitoring via Analog Correlators and Circuits-System Co-Design
3Charles Baylis
(Baylor Univ.)
Collaborative Research: NewSpectrum: Semiconductor Plasma Phased Arrays with Integrated System Performance-to-Radiator Mapping
4Aveek Dutta
(U. at Albany SUNY)
Collaborative Research: SWIFT: SCISRS: Signal Cancellation using Intelligent Surfaces for Radio Astronomy Services
5Michele Polese
(Northeastern U.)
From Open RAN to Open Spectrum - Sharing Spectrum, Services, and Infrastructure in Spectrum Era 4
6Ali Gurbuz
(North Carolina State University)
Collaborative Research: SWIFT: LARGE: AI-Enabled Spectrum Coexistence between Active Communications and Passive Radio Services: Fundamentals, Testbed and Data
7Mingzhe Chen
(Univ. of Miami)
Collaborative Research: NewSpectrum: Toward Untethered Extended Reality Through Wireless Sensing and Communications Co-design
8Daniel Mittleman
(Brown Univ.)
Collaborative Research: Multi-User Access to Sub-THz Spectrum
9Aggelos Bletsas
(Rutgers Univ.)
Track 1: EFFICIENT: BackscattEr Fabric For MultidImensional SpeCtrum SItuational AwarENess and ProTection
10Nikolaos Sidiropoulos
(Univ. of Virginia)
Agile Signal Alignment for Congested and Contested Spectrum Access
11Yi Shi
(Virginia Tech)
SWIFT-SAT: Efficient and On-Demand Spectrum Coexistence for Satellite-Terrestrial Systems
12Morteza Hashemi
(Univ. of Kansas)
AeroSpec: An Adaptive Spectrum Framework for Autonomous Aerial Systems: Optimization, Decentralized Markets, and Deployment
13Ali Niknejad
(UC Berkeley)
Wideband Ultra Linear Transceiver Circuits (WULT-C) for New Spectrum
14Hao Xu
(Univ. of Nevada, Reno)
Collaborative Research: SWIFT: Data Driven Learning and Optimization in Reconfigurable Intelligent Surface Enabled Industrial Wireless Network for Advanced Manufacturing
15Husheng Li
(Purdue Univ.)
Collaborative Research: SWIFT: Nonlinear and Inseparable Radar And Data (NIRAD) Transmission Framework for Pareto Efficient Spectrum Access in Future Wireless Networks