Publications

Experiments by users:

NEC Laboratories America, Duke University, Trinity College Dublin, and NEC Corporation: Y. K. Huang, Z. Wang, E. Ip, Z. Qi, G. Zussman, D. Kilper, K. Asahi, H. Kageshima, Y. Aono, and T. Chen, “Field trial of coexistence and simultaneous switching of real-time fiber sensing and 400GbE supporting DCI and 5G mobile services,” in Proc. IEEE/OSA Optical Fiber Communication Conference (OFC’23), W3H.4 (to appear), Mar. 2023. [download

Duke University and Trinity College Dublin: Z. Wang, D. Kilper, and T. Chen, “Transfer learning-based ROADM EDFA wavelength dependent gain prediction using minimized data collection,” in Proc. IEEE/OPTICA Optical Fiber Communication Conference (OFC’23), Th2A.1 (to appear), Mar. 2023. [download

Syracuse University: P. Netalkar, A. Zahabee, C. E. Caicedo Bastidas, I. Kadota, D. Stojadinovic, G. Zussman, I. Seskar, and D. Raychaudhuri, “Large-scale dynamic spectrum access with IEEE 1900.5.2 spectrum consumption models,” in Proc. IEEE WCNC’23 (to appear), Mar. 2023. [download]

Nokia Bell Labs: D. Chizhik, J. Du, M. Kohli, A. Adhikari, R. Feick, R. Valenzuela, and G. Zussman, “Accurate urban path loss models including diffuse scatter,” in Proc. 17th European Conf. on Antennas and Propagation (EuCAP’23) (to appear), Mar. 2023. [download]

Northeastern University: L. Bonati, M. Polese, S. D’Oro, S. Basagni, and T. Melodia, “OpenRAN Gym: AI/ML Development, Data Collection, and Testing for O-RAN on PAWR Platforms,” Computer Networks, vol. 220, pp. 1-11, Jan. 2023. [download

Nokia Bell Labs, Universidad Técnica Federico Santa Maria, Stuyvesant High School: M. Kohli, A. Adhikari, G. Avci, S. Brent, J. Moser, S. Hossain, A. Dash, I. Kadota, R. Feick, D. Chizhik, J. Du, R. Valenzuela, and G. Zussman, “Outdoor-to-Indoor 28GHz Wireless Measurements in Manhattan: Path Loss, Location Impacts, and 90% Coverage,” in Proc. ACM MOBIHOC’22, Oct. 2022. [download] [dataset (NIST)] [dataset (local)] [presentation]

Duke University and Trinity College Dublin: Z. Wang, E. Akinrintoyo, D. Kilper, and T. Chen, “Optical signal spectrum prediction using machine learning and in-line channel monitors in a multi-span ROADM system,” in Proc. ECOC’22, Sept. 2022. [download]
 
Northeastern University:L. Bonati, M. Polese, S. D’Oro, S. Basagni, and T. Melodia, “OpenRAN Gym: AI/ML Development, Data Collection, and Testing for O-RAN on PAWR Platforms”, arXiv:2207.12362 [cs.NI], July 2022. [download]
 
Technological University Dublin, University College Dublin, and University of Nebraska-Lincoln (UNL): S. Sharm, S. Urumka, G. Fontanesi, V.S. Karanam, B. Hu, B. Ramamurthy, A. Nag, “Towards Emulation of Intelligent IoT Networks on EU-US Testbeds,” 2022 International Seminar on Intelligent Technology and Its Applications (ISITIA), July 2022, pp. 484-489.
 
Kentyou: M. Ghasemi, S. Kleisarchaki, T. Calmant, L. Gürgen, J. Ghaderi, Z. Kostic, and G. Zussman, “Demo: Real-time camera analytics for enhancing traffic intersection safety,” in Proc. ACM MobiSys’22, June 2022. [download]
 
Nokia Bell Labs, Universidad Técnica Federico Santa Maria, Stuyvesant High School: M. Kohli, A. Adhikari, G. Avci, S. Brent, A. Dash, J. Moser, S. Hossain, I. Kadota, C. Garland, S. Mukherjee, R. Feick, D. Chizhik, J. Du, R. Valenzuela, and G. Zussman, “Outdoor-to-indoor 28 GHz wireless measurements in manhattan: Path loss, environmental effects, and 90% coverage,” arXiv:2205.09436 [eess.SP], May 2022. [download]
 
RPI: Z. Yang, M. Sun, H. Ye, Z. Xiong, G. Zussman, and Z. Kostic, “Bird’s-eye View Social Distancing Analysis System,” in Proc. IEEE ICC 2022 Workshop on Edge Learning for 5G Mobile Networks and Beyond, May 2022. [download]
 

Duke University, Trinity College Dublin, and Telecom Paris: T. Chen, J. Yu, A. Minakhmetov, C. Gutterman, M. Sherman, S. Zhu, S. Santaniello, A. Biswas, I. Seskar, G. Zussman, and D. Kilper, “A software-defined programmable testbed for beyond-5G optical-wireless experimentation at city-scale”, IEEE Network, Special Issue on Next-Generation Optical Access Networks to Support Super-Broadband Services and 5G/6G Mobile Networks, vol. 36, no. 2, pp. 90-99, Mar./Apr. 2022. [download]

Kyutech: A. Qadeer, M. J. Lee and K. Tsukamoto, “Flow-Level Dynamic Bandwidth Allocation in SDN-Enabled Edge Cloud using Heuristic Reinforcement Learning,” 2021 8th International Conference on Future Internet of Things and Cloud (FiCloud), Aug. 2021. [download]

Nokia Bell Labs: D. Chizhik, J. Du, R. Valenzuela, “Universal Path Gain Laws for Common Wireless Communication Environments”, IEEE Transactions on Antennas and Propagation, vol. 69, no. 6, pp. 3459–3469, June 2021  [download]

RPI: M. Ghasemi, Z. Yang, M. Sun, H. Ye, Z. Xiong, J. Ghaderi, Z. Kostic, and G. Zussman, “Demo: Video-based social distancing evaluation in the COSMOS testbed pilot site,” in Proc. ACM MOBICOM’21, 2021. [download] [poster]

Syracuse University: D. Stojadinovic, P. Netalkar, C. E. Caicedo Bastidas, I. Kadota, G. Zussman, I. Seskar, and D. Raychaudhuri, “A spectrum consumption model-based framework for DSA experimentation on the COSMOS testbed,” in Proc. ACM MobiCom’21 Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization (WiNTECH’21), 2021.  [download] [presentation]

Trinity College Dublin and Duke University: B. Lantz, J. Yu, A. Bhardwaj, A. Diaz-Montiel, A. Quraishy, S. Santaniello, T. Chen, R. Fujieda, A. Mukhopadhyay, G. Zussman, M. Ruffini, and D. Kilper, “SDN-controlled dynamic front-haul provisioning, emulated on hardware and virtual COSMOS optical x-haul testbeds,” in Proc. OSA OFC’21, 2021. [download] [presentation] [demo video]

Nokia Bell Labs and and Universidad Técnica Federico Santa María:  J. Du, D. Chizhik, R. Valenzuela, R. Feick, G. Castro, M. Rodriguez, T. Chen, M. Kohli, and G. Zussman, “Directional measurements in urban street canyons from macro rooftop sites at 28 GHz for 90% outdoor coverage,” IEEE Transactions on Antenna and Propagation, vol. 69, no. 6, pp. 3459–3469, June 2021. [download]

Telecom Paris: A. Minakhmetov, C. Gutterman, T. Chen, J. Yu, C. Ware, L. Iannone, D. Kilper, and G. Zussman, “Experiments on cloud-RAN wireless handover using optical switching in a dense urban testbed,” in Proc. OSA OFC’20, Th2A.25, 2020. [download]
 
Nokia Bell labs: K. Guan, J. E. Simsarian, F. Boitier, D. Kilper, J. Pesic, and M. Sherman, “Efficient Classification of Polarization Events Based on Field Measurements”, Proc. OSA OFC’20, Th3D.7, 2020 [download]
 

Nokia Bell Labs and Universidad Técnica Federico Santa María: T. Chen, M. Kohli, T. Dai, A. D. Estigarribia, D. Chizhik, J. Du, R. Feick, R. Valenzuela, and G. Zussman, “28GHz channel measurements in the COSMOS testbed deployment area,” in Proc. ACM MobiCom’19 Workshop on Millimeter-Wave Networks and Sensing Systems (mmNets), 2019. [download] [presentation]

Testbed design, pilot experiments, and educational outcomes by the project team:

[1] Z. Kostic, A. Angus, Z. Yang, Z. Duan, I. Seskar, G. Zussman, and D. Raychaudhuri, “Smart city intersections: Intelligence nodes for future metropolises,” IEEE Computer, Special Issue on Smart and Circular Cities, Dec. 2022. [download]

[2] I. Nasim, P. Skrimponis, A. Ibrahim, S. Rangan, I. Seskar, “Reinforcement Learning of Millimeter Wave Beamforming Tracking over COSMOS Platform,” in Proc. 16th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization (WiNTECH’22), Oct. 2022.

[3] S. Choudhury, J. Kolodziejski, I. Seskar, and D. Raychaudhuri, “Experimental evaluation of virtual reality applications running on next-gen network scenarios with edge cloud assistance,”  in Proc. 16th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization (WiNTECH’22), Oct. 2022.

[4] A. Angus, Z. Duan, G. Zussman, and Z. Kostic, “Real-Time Video Anonymization in Smart City Intersections,” in Proc. IEEE MASS’22 (invited), Oct. 2022. [download] [presentation] [video] [dataset]
 
[5] B. Gokalgandhi, I. Seskar, “Channel Estimation for Massive MIMO systems using Tensor Cores in GPU,” In Proc. IEEE INFOCOM Workshop on Computer and Networking Experimental Research using Testbeds (CNERT 2022), May 2022.
 
[6] Z. Kostic, A. Angus, Z. Yang, Z. Duan, I. Seskar, G. Zussman, and D. Raychaudhuri, “Smart city intersections: Intelligence nodes for future metropolises,” arXiv:2205.01686v2 [cs.CV], May 2022. [download]
 

[7]  Z. Yang, M. Sun, H. Ye, Z. Xiong, G. Zussman, and Z. Kostic, “Birds eye view social distancing analysis system,” arXiv:2112.07159 [cs.CV], Dec. 2021. [download]

[8] Z. Duan, Z. Yang, R. Samoilenko, D. Snehal Oza, A. Jagadeesan, M. Sun, H. Ye, Z. Xiong, G. Zussman, Z. Kostic,” Smart City Traffic Intersection: Impact of Video Quality and Scene Complexity on Precision and Inference,” in Proc. 19th IEEE International Conference on Smart City Dec. 2021. [download]
 
[9] M. Kohli, T. Chen, M. Baraani Dastjerdi, J. Welles, I. Seskar, H. Krishnaswamy, and G. Zussman, “Open-access full-duplex wireless in the ORBIT and COSMOS testbeds,” Computer Networks, no. 199, p. 108420, Nov. 2021. [download]
 
[10] T. Chen, P. Maddala, P. Skrimponis, J. Kolodziejski, X. Gu, A. Paidimarri, S. Rangan, G. Zussman, and I. Seskar, “Programmable and open-access millimeter-wave radios in the PAWR COSMOS testbed,” in Proc. ACM MobiCom’21 Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization (WiNTECH’21), 2021. [download] [presentation]
 
[11] M. Ghasemi, Z. Kostic, J. Ghaderi, and G. Zussman, “Auto-SDA: Automated Video-based Social Distancing Analyzer,” in Proc. 3rd Workshop on Hot Topics in Video Analytics and Intelligent Edges (HotEdgeVideo’21), 2021. [download] [presentation]
 

[12] M. Ghasemi, “Auto-SDA: Automated video-based social distancing analyzer,” ACM SIGMETRICS Performance Evaluation Review, vol. 49, no. 2, pp. 69–71, Sep. 2021. [downloadACM SIGMETRICS’21 SRC finalist

[13] X. Gu, A. Paidimarri, B. Sadhu, C. Baks, S. Lukashov, M. Yeck, Y. Kwark, T. Chen, G. Zussman, I. Seskar, and A. Valdes-Garcia, “Development of a compact 28-GHz software-defined phased array for a city-scale wireless research testbed,” in Proc. IEEE International Microwave Symposium (IMS’21), June 2021. [download] Finalist of IMS’21 Advanced Practice Paper Competition (APPC)
 
[14] P. Skrimponis, N. Makris, S. Borges Rajguru, K. Cheng, J. Ostrometzky, E. Ford, Z. Kostic, G. Zussman, and T. Korakis, “COSMOS Educational Toolkit: Using Experimental Wireless Networking to Enhance Middle/High School STEM Education,” ACM SIGCOMM Computer Communication Review, vol. 50, no. 4, Oct. 2020.  [download]
 

[15] D. Raychaudhuri, I. Seskar, G. Zussman, T. Korakis, D. Kilper, T. Chen, J. Kolodziejski, M. Sherman, Z. Kostic, X. Gu, H. Krishnaswamy, S. Maheshwari, P. Skrimponis, and C. Gutterman, “Challenge: COSMOS: A city-scale programmable testbed for experimentation with advanced wireless,” in Proc. ACM MobiCom’20, 2020. [download] [presentation] [long video] [short video]

[16] M. Kohli, T. Chen, M. Baraani Dastjerdi, J. Welles, I. Seskar, H. Krishnaswamy, and G. Zussman, “Open-access full-duplex wireless in the ORBIT and COSMOS testbeds,” in Proc. ACM MobiCom’20 Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization (WiNTECH), 2020. [download] [presentation] [video]

[17] M. Kohli, T. Chen, J. Welles, M. Baraani Dastjerdi, J. Kolodziejski, M. Sherman, I. Seskar, H. Krishnaswamy, and G. Zussman, “Demo: Remote experimentation with open-access full-duplex wireless in the COSMOS testbed,” in Proc. ACM MobiCom’20, 2020. [download] [presentation] [video]
 
[18] P. Skrimponis, N. Makris, K. Cheng, J. Ostrometzky, Z. Kostic, G. Zussman, T. Korakis, and S. Borges Rajguru, “Evaluation: A teacher professional development program using wireless communications and NGSS to enhance STEM teaching & learning,” in Proc. ASEE Annual Conference, 2020. [download] [presentation][video]
 
[19] S. Yang, E. Bailey, Z. Yang, J. Ostrometzky, G. Zussman, I. Seskar, Z. Kostic, “COSMOS Smart Intersection: Edge Compute and Communications for Bird’s Eye Object Tracking,” IEEE Percom – SmartEdge 2020, 4th International Workshop on Smart Edge Computing and Networking, 2020. [download]
 
[20] J. Yu, C. Gutterman, A. Minakhmetov, M. Sherman, T. Chen, S. Zhu, G. Zussman, I. Seskar, and D. Kilper, “Dual use SDN controller for management and experimentation in a field deployed testbed,” in Proc. OSA OFC’20, T3J.3, 2020. [download]
 

[21] C. Gutterman, A. Minakhmetov, J. Yu, M. Sherman, T. Chen, S. Zhu, I. Seskar, D. Raychaudhuri, D. Kilper, and G. Zussman, “Programmable optical x-haul network in the COSMOS testbed,” in Proc. IEEE ICNP’19 Workshop Midscale Education and Research Infrastructure and Tools (MERIT), 2019. [download]

[22] T. Chen, J. Welles, M. Kohli, M. Baraani Dastjerdi, J. Kolodziejski, M. Sherman, I. Seskar, H. Krishnaswamy, and G. Zussman, “Experimentation with full-duplex wireless in the COSMOS testbed,” in Proc. IEEE ICNP’19 Workshop Midscale Education and Research Infrastructure and Tools (MERIT), 2019. [download] [presentation]

[23] J. Yu, T. Chen, C. Gutterman, S. Zhu, G. Zussman, I. Seskar, and D. Kilper, “COSMOS: Optical architecture and prototyping,” in Proc. OSA OFC’19, M3G.3 (invited), 2019. [download] [slides]