Publications

2021 - Present

  • Zhengguang Zhang, Hanif Rahbari, and Marwan Krunz, “Adaptive Preamble Embedding with MIMO to Support User-defined Functionalities in WLANs,” accepted to appear in the IEEE Transactions on Mobile Computing, May 2021.

  • Mingjie Feng, Marwan Krunz, and Wenhan Zhang, “Joint task partitioning and user association for latency minimization in mobile edge computing networks,” accepted to appear in the IEEE Transactions on Vehicular Technology, May 2021.

  • Steve Chan, Marwan Krunz, Bob Griffin, "AI-based robust convex relaxations for supporting diverse QoS in next-generation wireless systems," accepted for the IEEE ICDCS Workshop - Next-Generation Mobile Networking and Computing (NGMobile 2021), July 2021.

  • Yong Xiao and Marwan Krunz, “AdaptiveFog: A modeling and optimization framework for fog computing in intelligent transportation systems,” accepted to appear in the IEEE Transactions on Mobile Computing, May 2021.

  • Jing Hou, Li Sun, Tao Shu, Yong Xiao, and Marwan Krunz, “Economics of strategic network infrastructure sharing: A backup reservation approach,” IEEE/ACM Transactions on Networking, vol. 29, no. 2, pp. 665-680, April 2021.

  • Mohammed Hirzallah and Marwan Krunz, “Sense-Bandits: AI-based adaptation of sensing thresholds for heterogeneous-technology coexistence over unlicensed bands,” accepted to the International Conference on Computer Communications and Networks (ICCCN 2021), July 2021 (invited paper).

  • Mingjie Feng and Marwan Krunz, “Program placement optimization for storage-constrained mobile edge computing systems: A multi-armed bandit approach,” accepted for the 22nd IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM ’21), June 2021.

  • Mingjie Feng, Berk Akgun, Irmak Aykin, and Marwan Krunz, “Beamwidth optimization for initial access in 5G NR millimeter wave cellular networks,” accepted for the IEEE ICC 2021 - Next-Generation Networking and Internet Symposium, June 2021.

  • Mingjie Feng, Marwan Krunz, and Wenhan Zhang, “Task partitioning and user association for latency minimization in mobile edge computing networks,” accepted for the IEEE International Workshop on Intelligent Cloud Computing and Networking (ICCN 2021) in conjunction with the IEEE INFOCOM 2021 Conference, May 2021.

  • Wenhan Zhang, Mingjie Feng, Marwan Krunz, and Amir Abyaneh, “Signal detection and classification in shared spectrum: A deep learning approach,” accepted for the IEEE INFOCOM 2021 Conference, May 2021 (acceptance rate 19.9%).

2020

  • Mohammed Hirzallah, Marwan Krunz, Balkan Kecicioglu, and Belal Hamzel, “5G New Radio Unlicensed: Challenges and evaluation,” accepted to appear in the IEEE Transactions on Cognitive Communications and Networking, Nov. 2020.

  • Wenhan Zhang, Mingjie Feng, Marwan Krunz, and Haris Volos, “Latency prediction for delay-sensitive V2X applications in mobile cloud/edge computing systems,”  accepted to appear in the Proc. of the IEEE GLOBECOM Conference, Taipei, Taiwan, Dec. 2020.

  • Adnan Kantemur, Jinpil Tak, Peyman Siyari, Ahmed H. Abdelrahman, Marwan Krunz, and Hao Xin, “A novel compact reconfigurable broadband antenna for cognitive radio applications,” IEEE Transactions on Antennas and Propagation, vol. 68, no. 9, pp. 6538-6547, Sep. 2020.

  • Ahmed M. Salama, Ming Li, Loukas Lazos, Yong Xiao, and Marwan Krunz, “Privacy-utility tradeoff in dynamic spectrum sharing with non-cooperative incumbent users,”  Proc. of the IEEE ICC Conference - Wireless Communications Symposium, Dublin, Ireland, June 2020.

  • Rong Xia, Yong Xiao, Yingyu Li, Marwan Krunz, and Dusit Niyato, “A generative learning approach for spatio-temporal modeling in connected vehicular setworks,” Proc. of the IEEE ICC Conference - Wireless Communications Symposium, Dublin, Ireland, June 2020.

  • Irmak Aykin and Marwan Krunz, “Efficient beam sweeping algorithms and initial access protocols for millimeter-wave networks,” IEEE Transactions on Wireless Communications, vol. 19, no. 4, pp. 2504-2514, Apr. 2020.

  • Irmak Aykin, Berk Akgun, Mingjie Feng, and Marwan Krunz, “MAMBA: A multi-armed bandit framework for beam tracking in millimeter-wave systems,” Proc. of the IEEE INFOCOM 2020 Conference, Online, July 2020, pp. 1469-1478. (acceptance rate 19.8%). [Presentation]

  • Zhengguang Zhang, Hanif Rahbari, and Marwan Krunz, “Expanding the role of preambles to support user-defined functionality in MIMO-based WLANs,”  Proc. of the IEEE INFOCOM 2020 Conference, Online, July 2020, pp. 1191-1200.(acceptance rate 19.8%). [Presentation]

  • Manjesh K. Hanawal, Diep N. Nguyen, and Marwan Krunz, “Cognitive networks with in-band full-duplex radios: Jamming attacks and countermeasures,” IEEE Transactions on Cognitive Communications and Networking, vol. 6, no. 1, pp. 296-309, Mar. 2020.

  • Alex Berian, Irmak Aykin, Marwan Krunz, and Tamal Bose, “Deep learning based identification of wireless protocols in the PHY layer,”  Proc. of the IEEE CNC Workshop, Big Island, Hawaii, Feb. 2020, pp. 287-293.

  • Mohammed Hirzallah and Marwan Krunz, “Intelligent tracking of network dynamics in cross-technology coexistence over unlicensed bands,” Proc. of the IEEE ICNC 2020 Conference, Big Island, Hawaii, Feb. 2020, pp. 698-703.

  • Berk Akgun, Marwan Krunz, and David Manzi, “Impact of beamforming on delay spread in wideband millimeter-wave systems,”  Proc. of the IEEE ICNC 2020 Conference, Big Island, Hawaii, Feb. 2020, pp. 890-896.

2019

  • Irmak Aykin, Berk Akgun, and Marwan Krunz, “Multi-beam transmissions for blockage resilience and reliability in millimeter-wave systems,” IEEE Journal on Selected Areas in Communications (JSAC) - Special Issue on Millimeter-wave Networking, vol. 37, no. 12, pp. 2772-2785, Dec. 2019.

  • Amirhossein Yazdani Abyaneh, Mohammed Hirzallah, and Marwan Krunz, “Intelligent-CW: AI-based framework for controlling contention window in WLANs,” Proc. of the IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN’19), Newark, Nov. 2019.

  • Mohammed Hirzallah, Marwan Krunz, and Yong Xiao, “Harmonious cross-technology coexistence with heterogeneous traffic in unlicensed bands: Analysis and approximations,” IEEE Transactions on Cognitive Communications and Networking, vol. 5, no. 3, pp. 690-701, Sep. 2019.

  • Peyman Siyari, Hanif Rahbari, and Marwan Krunz, “Lightweight machine learning for efficient frequency-offset-aware demodulation,” IEEE Journal on Selected Areas in Communications (JSAC) - Special Issue on Machine Learning in Wireless Communications, vol. 37, no. 11, pp. 2544-2558, Nov. 2019.

  • Ahmed M. Salama, Ming Li, Loukas Lazos, Yong Xiao, and Marwan Krunz, “Trading privacy for utility in database-assisted dynamic spectrum access,” IEEE Transactions on Cognitive Communications and Networking, vol. 5, no. 3, pp. 611 - 624, Sep. 2019.

  • Peyman Siyari, Marwan Krunz, “Linear precoding with friendly jamming in overloaded MU-MIMO wiretap networks,” Proc. of the IEEE CNS 2019 Conference - Workshop on Physical-layer Methods for Security and Privacy in 5G and the IoT, Washington, DC, June 2019, pp. 1-5.

  • Mohammed Hirzallah, Yong Xiao, and Marwan Krunz, “MatchMaker: An inter-operator network sharing framework in unlicensed bands,” Proc. of the IEEE International Conference on Sensing, Communication, and Networking (SECON) Conference, Boston, MA, USA, 2019.

  • Yong Xiao, Marwan Krunz, Haris Volos, and Takashi Bando, “Driving in the fog: latency measurement, modeling, and optimization of LTE-based fog computing for smart vehicles,” Proc. of the IEEE International Conference on Sensing, Communication, and Networking (SECON) Conference, Boston, MA, USA, 2019.

  • Jing Hou, Li Sun, Tao Shu, Yong Xiao, and Marwan Krunz, “Strategic network infrastructure sharing through backup reservation in a competitive environment,” Proc. of the IEEE International Conference on Sensing, Communication, and Networking (SECON) Conference, Boston, MA, USA, 2019.

  • Yong Xiao, Marwan Krunz, and Tao Shu, “Multi-operator network sharing for massive IoT," IEEE Communications Magazine, vol. 57, no. 4, pp. 96-101, Apr. 2019.

  • Berk Akgun, Marwan Krunz, and Ozan Koyluoglu, “Vulnerabilities of massive MIMO systems to pilot contamination attacks,” IEEE Transactions on Information Forensics & Security, vol. 14, no. 5, pp. 1251-1263, May 2019.

  • Peyman Siyari, Marwan Krunz, and Diep Nguyen, “Distributed power control in single-stream MIMO wiretap interference networks with full-duplex jamming receivers,” IEEE Transactions on Signal Processing, vol. 67, no. 3, pp. 594-608, Feb. 2019.

  • Irmak Aykin, Berk Akgun, and Marwan Krunz, “Smartlink: exploiting channel clustering effects for reliable millimeter wave communications,” Proc. of the IEEE INFOCOM 2019 Conference, Paris, France, Apr. 2019, pp. 1117-1125 (acceptance rate 19.7%).

2018

  • Mohammed Hirzallah, Wessam Afifi, and Marwan Krunz, “Provisioning QoS in Wi-Fi systems with asymmetric full-duplex communications,” IEEE Transactions on Cognitive Communications and Networking, vol. 4, no. 4, pp. 942-953, Dec. 2018.

  • Bushra Ismaiel, Mehran Abolhasan, Wei Ni, David Smith, Daniel Franklin, Eryk Dutkiewicz, Marwan Krunz, and Abbas Jamalipour, “PCF-based LTE Wi-Fi aggregation for coordinating and offloading the cellular traffic to D2D network,” IEEE Trans. on Vehicular Technology (TVT), vol. 67, issue 12, pp. 12193--12203, Dec. 2018.

  • Yong Xiao, Mohammed Hirzallah, and Marwan Krunz, “Distributed resource allocation for network slicing over licensed and unlicensed bands,” IEEE Journal on Selected Areas in Communications - Special Issue on Network Softwarization & Enablers, vol. 36, no. 10, pp. 2260-2274, Oct. 2018.

  • Yong Xiao and Marwan Krunz, “Dynamic network slicing for scalable fog computing systems with energy harvesting,IEEE JSAC – Special issue on Scalability Issues and Solutions for Software Defined Networks, vol. 36, issue 12, pages 2640--2654, Dec. 2018.

  • Yong Xiao and Marwan Krunz, “Distributed optimization for energy-efficient fog computing in the tactile Internet,” accepted for publication in the IEEE JSAC – Special issue on Emerging Technologies in Tactile Internet and Backhaul/Fronthaul Networks, 2018.

  • Irmak Aykin and Marwan Krunz, “FastLink: an efficient initial access protocol for millimeter wave systems,” accepted for the ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2018), Montreal, Canada, Oct. 2018.

  • Mohammed Hirzallah, Yong Xiao, and Marwan Krunz, “On modeling and optimizing LTE/Wi-Fi coexistence with prioritized traffic classes,” accepted for the IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN’18), October 2018, Seoul, South Korea.

  • Ahmed Salameh, Ming Li, Loukas Lazos, Yong Xiao, and Marwan Krunz, “On the privacy and utility tradeoff in database-assisted dynamic spectrum access,” accepted for the IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN’18), October 2018, Seoul, South Korea.

  • Peyman Siyari, Marwan Krunz, and Diep Nguyen, “Power games for secure communications in single-stream MIMO interference networks,” accepted for publication in the IEEE Transactions on Wireless Communications (TWC).

  • Diep Nguyen, Eryk Dutkiewicz, and Marwan Krunz, “Harvesting short-lived white spaces via opportunistic traffic offloading between mobile service providers,” accepted for publication in the IEEE Transactions on Cognitive Communications and Networking (TCCN)

  • Diep Nguyen, Marwan Krunz, and Eryk Dutkiewicz, "Full-duplex MIMO Radios: A greener networking solution," accepted for publication in the IEEE Transactions on Green Communications and Networking (TGCN).

  • Irmak Aykin, Marwan Krunz, and Yong Xiao, "Adaptive frequency hopping schemes for CR-based multi-link satellite networks," International Journal of Satellite Communications and Networking, vol. 36, no. 4, pp. 315-331, July/August 2018.

  • Yong Xiao, Mohammed Hirzallah, and Marwan Krunz, "Optimizing inter-operator network slicing over licensed and unlicensed bands," accepted to appear in the IEEE SECON 2018 Conference, Hong Kong, June 2018.

  • Mohammed Hirzallah, Wessam Afifi, and Marwan Krunz, "Joint mode and rate adaptation for asymmetric full-duplex communications in WLANs," accepted to appear in the IEEE ICC 2018 Conference, Kansas City, Kansas, May 2018.

  • Hanif Rahbari, Peyman Siyari, Marwan Krunz, and Jerry Park, "Adaptive demodulation for wireless systems in the presence of frequency-offset estimation errors," accepted to appear in the IEEE INFOCOM 2018 Conference, Honolulu, Hawaii, April 2018.

  • Wessam Afifi, Mohammad J. Abdel-Rahman, Marwan Krunz, and Allen B. MacKenzie, “Full-duplex or half-duplex: A bayesian game for wireless networks with heterogeneous self-interference cancellation capabilities,” IEEE Transactions on Mobile Computing, vol. 17, no. 5, pp. 1076-1089, May 2018.       

  • M. Abdelbar, W. Tranter, T. Bose, “Cooperative cumulants-based modulation classification in distributed networks,IEEE Trans on Cognitive Communications and Networking, Vol. 4, No. 3, pp. 446-461, Sept. 2018.

  • T. Peken, R. Tandon and T. Bose, "Non-gaussian signal detection: how much can massive MIMO help?2018 IEEE International Conference on Communications (ICC), Kansas City, MO, 2018, pp. 1-6

  • H. Asadi, H. Volos, M. Marefat, T. Bose, “Experience level analysis for a cognitive radio engine,Analog Integrated Circuits and Signal Processing, 1-12, doi: 10.1007/s10470-018-1199-0, May 2018.

2017                                                                                        

  • Zaheer Khan, Janne Lehtomaki, Simon Scott, Zhu Han, Marwan Krunz, and Alan Marshall, "Distributed and coordinated spectrum access methods for heterogeneous channel bonding," IEEE Transactions on Cognitive Communications and Networks (TCCN), vol. 3, no. 3, pp. 267-281, Sep. 2017.

  • Berk Akgun, Marwan Krunz, and O. Ozan Koyluoglu, "Pilot contamination attacks in massive MIMO systems," Proc. of the IEEE CNS 2017 Conference, Las Vegas, Oct. 2017.

  • Hanif Rahbari and Marwan Krunz, "Exploiting frame preamble waveforms to support new physical-layer functions in OFDM-based 802.11 systems," IEEE Transactions on Wireless Communications (TWC), vol. 16, no. 6, pp. 3775-3786, June 2017.

  • Wessam Afifi and Marwan Krunz, "TSRA: An adaptive mechanism for switching between communication modes in full-duplex opportunistic spectrum access systems," IEEE Transactions on Mobile Computing, vol. 16, issue 6, pp. 1758-1772, June 2017.

  • Peyman Siyari, Marwan Krunz, and Diep Nguyen, "Joint transmitter- and receiver-based friendly jamming in a MIMO wiretap interference network," Proc. of the IEEE ICC 2017 Conference - Workshop on Full-Duplex Communications for Future Wireless Networks, Paris, France, May 2017.

  • Jocelyne Elias, Fabio Martignon, Lin Chen, and Marwan Krunz, "Distributed spectrum management in TV white space networks," IEEE Transactions on Vehicular Technology, vol. 66, issue 5, pp. 4161-4172, May 2017.

  • Yong Xiao and Marwan Krunz, "QoE and power efficiency tradeoff for fog computing networks with fog node cooperation," Proc. of the IEEE INFOCOM 2017 Conference, Atlanta, May 2017.

  • Peyman Siyari, Marwan Krunz, and Diep Nguyen, "Friendly jamming in a MIMO wiretap interference network: A non-convex game approach," IEEE Journal on Selected Areas in Communications, vol. 35, no. 3, pp. 601-614, March 2017. 

  • Alejandro Proano, Loukas Lazos, and Marwan Krunz, "Traffic decorrelation techniques for countering a global eavesdropper in WSNs," IEEE Transactions on Mobile Computing (TMC), vol. 16, issue 3, pp. 857-871, March 2017 (supplemental file).

  • Berk Akgun, O. Ozan Koyluoglu, and Marwan Krunz, "Exploiting full-duplex receivers for achieving secret communications in multiuser MISO networks," IEEE Transactions on Communications (TCOM), vol. 65, issue 2, pp. 956-968, Feb. 2017.

  • Mohammed Hirzallah, Wessam Afifi, and Marwan Krunz, "Full-duplex-based rate/mode adaptation strategies for Wi-Fi/LTE-U coexistence: A POMDP approach," IEEE Journal on Selected Areas in Communications (JSAC) - Special Issue on Spectrum Sharing and Aggregation for Future Wireless Networks, vol. 35, no. 1, pp. 20-29, Jan. 2017. 

  • G. Vanhoy, H. Asadi, H. Volos, T. Bose, “Multi-receiver modulation classification for non-cooperative scenarios based on higher-order cumulants,Analog Integrated Circuits and Signal Processing, 1-7, doi.org/10.1007/s10470-017-1076-2, Nov. 2017.

  • H. Asadi, H. Volos, M. Marefat, and T. Bose, “The impact of delay on the decisions of a cognitive radio engine,Proc. of the SDR-WinnComm, pp. 22-27, Nov. 2017.

  • G. Vanhoy and T. Bose, “Improving PHY-Layer security with probabilistic symbol extension,Proc. of the SDR-WinnComm, pp. 69-72, Nov. 2017.

  • T. Peken, R. Tandon, and T. Bose, “Map-Reduce based hybrid beamforming: Trade-Off between complexity and cost,Proc. of the SDR-WinnComm, pp. 6-11, Nov. 2017.

  • T. Peken R. Tandon, and T. Bose, “Elastic net for channel estimation in massive MIMO,International Telemetering Conference Proceedings, Vol. 53, Nov. 2017.

  • N. Teku, G. Gulati, H. Asadi, G. Vanhoy, A. Abdelrahman, K. Morris, “Design of a long range cognitive HF radio with a tuned compact antenna,International Telemetering Conference Proceedings, Vol. 53, Nov. 2017.

  • G. Vanhoy, N. Teku, and T. Bose, “Feature selection for cyclostationary-based classification,International Telemetering Conference Proceedings, Vol. 53, Nov. 2017.

  • H. Asadi, H. Volos, M. Marefat, T. Bose, “Enhancing robustness and perturbation tolerance of cognitive radio engines with metacognition,Analog Integrated Circuits and Signal Processing, Vol. 91, pp. 173-185, doi 10.1007/s10470-017-0930-6, May 2017.

  • M. Hirzallah, T. Bose, “Steepest descent opportunistic MIMO radar: spectrum sharing design,Analog Integrated Circuits and Signal Processing, doi: 10.1007/s10470-017-0935-1, Feb. 2017.

  • G. Vanhoy, T. Schucker, T. Bose, “Classification of LPI radar signals using spectral correlation and support vector machines,Analog Integrated Circuits and Signal Processing, doi: 10.1007/s10470-017-0944-0, Feb. 2017.

  • H. Asadi, H. Volos, M.M. Marefat, T. Bose, “Enhancing robustness and perturbation tolerance of cognitive radio engines with metacognition,Analog Integrated Circuits and Signal Processing, doi:10.1007/s10470-017-0930-6, Feb. 2017.

  • M. Hirzallah and T. Bose, “Steepest descent opportunistic MIMO radar:  spectrum sharing design,Analog Integrated Circuits and Signal Processing, doi:  10.1007/s10470-017-0935-1, Jan. 2017.

  • T. Peken, G. Vanhoy, and T. Bose, “Blind channel estimation for massive MIMO,Analog Integrated Circuits and Signal Processing, doi 10.1007/s10470-017-0943-1, Jan. 2017.

 

2016

2015

 2014

 2013

  • A. Babaei, W. Tranter and T. Bose, “A nullspace-based precoder with subspace expansion for radar/communications coexistence,” Proc. Globecom 2013, pp. 3509-3514, Dec. 9-13, 2013.

  • X. Ma, H. Volos, X. Zheng, J. Reed, and T. Bose, “A variation-aware approach for task allocation in wireless distributed computing systems,” Proc. Globecom 2013, pp. 5006-5011, Dec. 9-13, 2013.

  • C. Caicedo Bastidas, G. Vanhoy, H. Volos, and T. Bose, “An initial approach towards quality of service based spectrum trading,” Proc. IEEE Aerospace Conf, pp. 1-8, March 2013.