❝
Marwan Krunz [S’93, M'95, SM'04, F’10] is Regents Professor and the Kenneth Von-Behren Endowed Professor in ECE at the University of Arizona. He is the center director for BWAC, a multi-university NSF/ industry center that focuses on next-generation wireless technologies and applications. He previosuly served as the site director for the Connection One center. His research emphasis is on resource management, network protocols, and security for wireless systems. He has published more than 280 journal articles and peer-reviewed conference papers, and is a co-inventor on several patents. He is an Arizona Engineering Faculty Fellow and was an IEEE Communications Society Distinguished Lecturer (2013–2015). He received the NSF CAREER award. Currently, he serves as the Editor-in-Chief of IEEE Transactions on Mobile Computing. He previously served as an Editor for numerous IEEE journals. He was TPC Chair for IEEE INFOCOM'04, SECON'05, WoWMoM'06, and Hot Interconnects 9. He was the General Vice-Chair for WiOpt 2016 and General Co-Chair for WiSec'12.
Show Less
VOSviewer
Courses
- WPWireless Protocols
- CSNEComputer System and Network Evaluation
- ATCNAdvanced Topics in Computer Networks
Grants
- Collaborative Research: SWIFT: Coexistence and Interference Mitigation in the Mid-Band Spectrum: Analysis, Protocol Design, and Experimentation
Principal Investigator (PI)
2022
$375.0K
Active - CNS Core: Small: Collaborative Research: A Stochastic Resource Allocation and Task Assignment Framework for Mobile Edge Computing
Principal Investigator (PI)
2019
$250.0K
Active - Phase II IUCRC: Broadband Wireless Access and Applications Center (BWAC)
Principal Investigator (PI)
2019
$30.0K
Active - Phase II IUCRC University of Arizona: Broadband Wireless Access and Applications Center (BWAC)
Principal Investigator (PI)
2018
$665.5K
Active - SaTC: CORE: Small: Secure Cloud Storage Verification Methods
Co-Investigator (COI)
2018
$500.0K
Active - Phase II IUCRC: University of Mississippi: Center for Broadband Wireless Access and Applications (BWAC)
Principal Investigator (PI)
2018
$50.0K
Active - Phase II IUCRC The Catholic University of America Broadband Wireless Access and Applications Center
Principal Investigator (PI)
2018
$50.0K
Active - Broadband Wireless Access Center (BWAC) Membership
Principal Investigator (PI)
2013
$1.9M
Active - Broadband Wireless Access Center (BWAC) / Industry/University Cooperative Research Center
Principal Investigator (PI)
2013
$50.0K
Active - Machine-Learning Based Sensing and Waveform Adaptation for SDRs Operating in Congested and Contested Environment
Principal Investigator (PI)
2021
$330.0K
Technologies / Patents
News
- ABOR Confirms 6 New Regents Professors at UArizona
2021
- UA Engineers Bring 5G Whiz to Cell Networks
2019
- UA Engineers Aim to Secure Wi-Fi, Shut Out Snoops
2014
- UA-Led Team Forging the Future of Wireless
2013
- No More Scrambled Internet Video or Garbled Audio
2004
Publications (155)
Recent
- Machine learning based protocol classification in unlicensed 5 GHz bands
2022
- Games of GANs: Game-theoretical models for generative adversarial networks
2022
- Intelligent attack on Wi-Fi preamble signaling and countermeasures
2022
- 5G New Radio Unlicensed: Challenges and Evaluation
2021
- Program Placement Optimization for Storage-constrained Mobile Edge Computing Systems: A Multi-armed Bandit Approach
2021
- Adapting the contention window in CSMA/CA systems via machine learning
2021
- Application of adversarial machine learning in protocol and modulation misclassification
2021
- AI-based Robust Convex Relaxations for Supporting Diverse QoS in Next-Generation Wireless Systems
2021
- Secure linear precoding in overloaded MU-MIMO wireless networks
2021
- Towards ubiquitous artificial intelligence in 6G with federated learning
2021
- Adaptive Time-Frequency Synthesis for Waveform Discernment in Wireless Communications
2021
- CWmin Estimation and Collision Identification in Wi-Fi Systems
2021
- Stealthy adversarial attacks on machine learning based classifiers in wireless communications
2021
- Machine Learning for Robust Beam Tracking in Mobile Millimeter-Wave Systems
2021
- Misbehavior detection in Wi-Fi/LTE coexistence over unlicensed bands
2021
- Machine learning based latency prediction for delay- sensitive V2X applications
2021
- Beamwidth Optimization for 5G NR Millimeter Wave Cellular Networks: A Multi-armed Bandit Approach
2021
- “Opportunistic media streaming in the UHF digital TV white spaces
2021
- Learning-based friendly jamming with ICSI for security in MIMO wiretap channel
2021
- Sense-Bandits: AI-based Adaptation of Sensing Thresholds for Heterogeneous-technology Coexistence Over Unlicensed Bands
2021
- Adaptive Preamble Embedding with MIMO to Support User-defined Functionalities in WLANs
2021
- AdaptiveFog: A Modelling and Optimization Framework for Fog Computing in Intelligent Transportation Systems
2021
- Task Partitioning and User Association for Latency Minimization in Mobile Edge Computing Networks
2021
- Preamble Injection and Spoofing Attacks in Wi-Fi Networks
2021
- Distributed traffic synthesis and classification in edge networks: Federated self-supervised learning approach
2021
- Latency Prediction for Delay-sensitive V2X Applications in Mobile Cloud/Edge Computing Systems
2020
- A generative learning approach for spatiotemporal modeling in connected vehicular networks
2020
- Privacy-Utility Tradeoff in Dynamic Spectrum Sharing with Non-Cooperative Incumbent Users
2020
- A Generative Learning Approach for Spatio-temporal Modeling in Connected Vehicular Network
2020
- Intelligent Tracking of Network Dynamics for Cross-Technology Coexistence Over Unlicensed Bands
2020
- Economics of Strategic Network Infrastructure Sharing: A Backup Reservation Approach
2020
- MAMBA: A multi-armed bandit framework for beam tracking in millimeter-wave systems
2020
- Impact of beamforming on delay spread in wideband millimeter-wave systems
2020
- Intelligent tracking of network dynamics for crosstechnology coexistence over unlicensed bands
2020
- Expanding the role of preambles to support userdefined functionality in MIMO-based WLANs
2020
- Deep Learning Based Identification of Wireless Protocols in the PHY layer
2020
- Towards ubiquitous AI in 6G with federated learning
2020
- Expanding the Role of Preambles to Support User-defined Functionality in MIMO-based WLANs
2020
- Beamwidth-adaptive protocols for 5G NR millimeter wave cellular networks
2019
- Opportunistic media streaming in the UHF digital TV white spaces
2019
- On task partitioning and user association for mobile edge computing networks
2019
- Strategic Network Infrastructure Sharing through Backup Reservation in a Competitive Environment
2019
- Trading Privacy for Utility in Database-assisted Dynamic Spectrum Access
2019
- Effects of Beamforming on millimeter-wave channel characteristics and its implications for multicarrier systems
2019
- Efficient beam sweeping algorithms and initial access protocols for millimeter-wave networks
2019
- A novel compact reconfigurable broadband antenna for cognitive radio applications
2019
- Intelligent-CW: AI-based Framework for Controlling Contention Window in WLANs
2019
- Estimation of contention window and misbehavior countermeasures in CSMA/CA systems
2019
- MatchMaker: An inter-operator network sharing framework in unlicensed bands
2019
- Lightweight Machine Learning for Efficient Frequency-Offset-Aware Demodulation
2019
- Improving physical-layer security of machine-type communications by leveraging interference
2019
- Cognitive Networks with In-band Full-duplex Radios: Jamming Attacks and Countermeasures
2019
- Sense-Bandits: Distributed adaptation of sensing thresholds in 5G New Radio Unlicensed and Wi-Fi coexistence
2019
- Smartlink: Exploiting Channel Clustering Effects for Reliable Millimeter Wave Communications
2019
- Multi-operator network sharing for massive IoT
2019
- Linear precoding with friendly jamming in overloaded MU-MIMO wiretap networks
2019
- Online reinforcement learning for beam tracking and rate adaptation in millimeter-wave systems
2019
- AdaptiveFog: Empirical modelling and optimization for fog computing-based smart vehicles
2019
- Intelligent contention window adaptation in CSMA/CA systems
2019
- Beamwidth optimization for initial access in 5G NR millimeter wave cellular networks
2019
- Temporal channel characteristics and coherence time analysis at millimeter-wave frequencies under analog beamforming
2019
- Machine learning based latency prediction for delaysensitive V2X applications
2019
- Harmonious cross-technology coexistence with heterogeneous traffic in unlicensed bands: Analysis and approximations
2019
- Extensible preamble modulation for embedding application-specific information in MIMO-based WLANs
2019
- Multi-beam Transmissions for Blockage Resilience and Reliability in Millimeter-wave Systems
2019
- Driving in the Fog: Latency Measurement, Modeling, and Optimization of LTE-based Fog Computing for Smart Vehicles
2019
- Joint mode and rate adaptation for asymmetric full-duplex communications in WLANs
2018
- Application of machine learning in carrier-frequency-offset-aware demodulation
2018
- Adaptive demodulation for wireless systems in the presence of frequency-offset estimation errors
2018
- Provisioning QoS in Wi-Fi systems with asymmetric full-duplex communications
2018
- Distributed optimization for energy-efficient fog computing in the tactile Internet
2018
- Fastlink: An efficient initial access protocol for millimeter wave systems
2018
- Optimizing inter-operator network slicing over licensed and unlicensed bands
2018
- Adaptive frequency-hopping schemes for CR-based multi-link satellite networks
2018
- On modeling and optimizing LTE/Wi-Fi coexistence with prioritized traffic classes
2018
- Vulnerabilities of massive MIMO systems to pilot contamination attacks
2018
- Dynamic network slicing for scalable fog computing systems with energy harvesting
2018
- LTE misbehavior detection in Wi-Fi/LTE coexistence under the LAA-LTE standard
2018
- Distributed resource allocation for network slicing over licensed and unlicensed bands
2018
- Harvesting Short-Lived White Spaces via Opportunistic Traffic Offloading Between Mobile Service Providers
2018
- Distributed power control in single-stream MIMO wiretap interference networks with full-duplex jamming receivers
2018
- On the privacy and utility tradeoff in database-assisted dynamic spectrum access
2018
- Power games for secure communications in single-stream MIMO interference networks
2018
- PCF-Based LTE Wi-Fi Aggregation for Coordinating and Offloading the Cellular Traffic to D2D Network
2018
- Dynamic-frequency-hopping-based channel assignment for interference mitigation in multi-link satellite networks
2017
- Joint transmitter- and receiver-based friendly jamming in a MIMO wiretap interference network
2017
- Channel assignment for harmonious LTE/Wi-Fi coexistence: A stable matching approach
2017
- Pilot contamination attacks in massive MIMO systems
2017
- Exploiting Full-duplex Receivers for Achieving Secret Communications in Multiuser MISO Networks
2017
- Traffic decorrelation techniques for countering colluding eavesdroppers in WSNs
2017
- Friendly jamming control over an interference channel: Pure vs. mixed Nash equilibria
2017
- Improving PHY-layer security with probabilistic symbol extension
2017
- Full-duplex-based Rate/Mode Adaptation Strategies for Wi-Fi/LTE-U Coexistence: A POMDP Approach
2017
- TSRA: An Adaptive Mechanism for Switching between Communication Modes in Full-duplex Opportunistic Spectrum Access Systems
2017
- Distributed Spectrum Management in TV White Space Networks
2017
- QoE and power efficiency tradeoff for fog computing networks with fog node cooperation
2017
- Distributed secure beamforming and receiver-based friendly jamming with a limited dynamic range
2017
- Vulnerability of TDD-based massive MIMO systems for pilot contamination attacks
2017
- Rolling Preambles: Mitigating Stealthy FO Estimation Attacks in OFDM-based 802.11 Systems
2016
- QoS-aware Parallel Sensing/Probing Architecture and Adaptive Cross-Layer Protocol Design for Opportunistic Networks
2016
- Exploiting frame preamble waveforms to support new physical-layer functions in OFDM-based 802.11 systems
2016
- On the orchestration of robust virtual LTE-U networks from hybrid half/full-duplex Wi-Fi APs
2016
- Coexistence in wireless networks with heterogeneous self-interference cancellation capabilities
2016
- Price-based friendly jamming in a MISO interference wiretap channel
2016
- Distributed optimization of artificial-noise aided transmission in MIMO wiretap interference channel
2016
- Distributed bargaining mechanisms for MIMO dynamic spectrum access systems
2016
- Throughput-fairness tradeoff evaluation for next-generation WLANs with adaptive clear channel assessment
2016
- Full Frame Encryption and Modulation Obfuscation Using Channel-Independent Preamble Identifier
2016
- Joint Adaptation of Frequency Hopping and Transmission Rate for Anti-Jamming Wireless Systems
2016
- Non-maximally decimated filter banks enable adaptive frequency hopping for unmanned aircraft vehicles
2016
- Full-duplex or half-duplex: A Bayesian game for wireless networks with heterogeneous self-interference cancellation capabilities
2016
- Full-duplex MIMO radios: A greener networking solution
2016
- Distributed and coordinated spectrum access methods for heterogeneous channel bonding
2016
- Energy-Aware Cooperative Wireless Networks With Multiple Cognitive Users
2016
- Jamming attack on in-band full-duplex communications: Detection and countermeasures
2016
- Proactive sensing and interference mitigation in multi-link satellite networks
2016
- Friendly jamming in a MIMO wiretap interference network: A non-convex game approach
2016
- Optimal strategies for countering jamming attacks on in-band full-duplex wireless links
2016
- Integrating full-duplex capabilities in heterogeneous spectrum sharing
2016
- Towards a strategic satisfactory sensing for QoS self-provisioning in cognitive radio networks
2016
- Full-duplex spectrum sensing and fairness mechanisms for Wi-Fi/LTE-U coexistence
2016
- Enabling media streaming over LTE-U small cells
2016
- Stochastic guard-band-aware channel assignment with bonding and aggregation for DSA networks
2015
- Power-controlled channel access protocol for wireless networks with full-duplex and OFDMA capabilities
2015
- Cross technology interference mitigation in body area networks: An optimization approach
2015
- Multicast rendezvous in fast-varying DSA networks
2015
- Supporting PHY-layer Security in Multi-link Wireless Networks Using Friendly Jamming
2015
- Receiver-based friendly jamming with single-antenna full-duplex receivers in a multiuser broadcast channel
2015
- Swift Jamming Attack on Frequency Offset Estimation: The Achilles’ Heel of OFDM Systems
2015
- Secrecy beyond encryption: Obfuscating transmission signatures in wireless communications
2015
- CORE: A combinatorial game-theoretic framework for coexistence rendezvous in DSA networks
2015
- Time-delayed broadcasting for defeating inside jammers
2015
- Exploiting cognitive radios for reliable satellite communications
2015
- Distributed spectrum management in TV white space cognitive radio networks
2015
- Incorporating self-interference suppression for full-duplex operation in opportunistic spectrum access systems
2015
- Be responsible: A novel communications scheme for full-duplex MIMO radios
2015
- Privacy-preserving and truthful detection of packet dropping attacks in wireless ad hoc networks
2015
- Friendly CryptoJam: A mechanism for securing physical-layer attributes
2014
- Maximizing quality of coverage under connectivity constraints in solar-powered active wireless sensor networks
2014
- Adaptive cross-layer protocol design for opportunistic WLANs over TVWS
2014
- Adaptive transmission-reception-sensing strategy for cognitive radios with full-duplex capabilities
2014
- Game theoretic anti-jamming dynamic frequency hopping and rate adaptation in wireless systems
2014
- A cooperative MIMO framework for wireless sensor networks
2014
- Spectrum bonding and aggregation with guard-band awareness in cognitive radio networks
2014
- Game-theoretic quorum-based frequency hopping for anti-jamming rendezvous in DSA networks
2014
- Packet recycling and delayed ACK for improving the performance of TCP over MANETs
2014
- IMPORTANT: Integrating multi-rate capability into opportunistic routing in UWB-based Ad hoc networks
2014
- Optimal channel assignment with aggregation in multi-channel systems: A resilient approach to adjacent-channel interference
2014
- On the throughput of full-duplex MIMO in the multi-link case
2014
- Security vulnerability and countermeasures of frequency offset correction in 802.11a systems
2014
- Proposing Effective Schemes for WRANs
2014
- Analysis of a Markov-Modulated Fluid Model for Multimedia Traffic with Loss and Delay Priorities
1994
- Convergence and colored noise issues in bounding ellipsoid identification
1992