5G and 6G Millimeter Wave Channel Sounder

Real-world measurements are essential for building statistical channel models and for modeling realistic propagation effects and mechanisms at mmWave frequencies. The NYU WIRELESS channel sounder has evolved to be flexible across multiple frequency bands and RF bandwidths. sounder2The latest millimeter-wave (mmWave) channel sounder was developed to support both a wideband sliding correlator mode and a real-time spread spectrum mode, also known as wideband correlation or direct-correlation. Both channel sounder modes are capable of absolute propagation delay (time of flight) measurements with up to 4 GHz of radio frequency (RF) null-to-null bandwidth and can measure multipath with a 0.5 nanosecond (ns) time resolution. The sliding correlator configuration facilitates long-distance measurements with angular spread and delay spread for up to 185 dB of maximum measurable path loss. The real-time spread spectrum mode is shown to support short-range, small-scale temporal, and Doppler measurements (minimum snapshot sampling interval of 32.753 microseconds) with a substantial dynamic fading range of 40 dB for human blockage and dynamic urban scenarios.

sounder1The channel sounder is built with National Instruments digital-to-analog (DAC), analog-to-digital (ADC), and FPGA PXI modules in addition to QuickSyn frequency synthesizers for the intermediate-frequency (IF) and local oscillator (LO) sources of the superheterodyne architecture. Low phase noise Rubidium (Rb) standard references are configured for frequency and time synchronization, and absolute time delay measurements. The LabVIEW and LabVIEW-FPGA environments allow for rapid development and flexibility to modify and improve power delay profile (PDP) acquisition code and algorithms, and the mechanical control of transmitter (TX) and receiver (RX) antennas in the azimuth and elevation planes and along a linear track for small-scale fading and translation measurements.

The mmWave channel sounder may be used for accurate spatial and temporal ray-tracing calibration, for identifying individual multipath contributions, for measuring antenna patterns, and for constructing spatial profiles of mmWave channels using directional antennas. To date, the latest channel sounder has been used for a macro-diversity measurement campaign in Brooklyn at 73 GHz, for 28 GHz, 73 GHz, and 140 GHz small-scale spatial fading and autocorrelation measurements, or for dynamic human blockage measurements.

  • Large-dynamic range measurements with up to 185 dB maximum measurable path loss in dense urban environments
  • Small cell base station-to-mobile or base station-to-base station measurements with 4 meter pneumatic masts to elevated RF front-ends to lamppost heights.
  • Indoor and outdoor centimeter and mmWave diffraction measurements for various materials at 2.4, 10, 20, 26, 28, 38, 60, 73, and 140 GHz.
  • Base station or access point diversity scenarios with absolute propagation delay measurements (true time of flight), enabled by the integration of low phase noise high stability rubidium references.
  • Dynamic blocking measurements with wideband correlation allow for a minimum periodic power delay profile (PDP) recording interval of 32.752 microseconds for up to 41,000 consecutive PDPs. This system configuration allows for dynamic human blocking measurements between the TX and RX at various mmWave frequencies over very short time intervals for observing and modeling rapid fading events.
  • Small-scale fading and autocorrelation measurements for MIMO analysis

PEOPLE

George R. MacCartney, Jr. and Theodore S. Rappaport

RESEARCH PAPERS


CitationView PapersResearch AreasDate

Tingjun Chen, Prasanthi Maddala, Panagiotis Skrimponis, Jakub Kolodziejski, Xiaoxiong Gu, Arun Paidimarri, Sundeep Rangan, Gil Zussman, and Ivan Seskar. 2022. Programmable and Open-Access Millimeter-Wave Radios in the PAWR COSMOS Testbed. In Proceedings of the 15th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization (WiNTECH’21). Association for Computing Machinery, New York, NY, USA, 1–8. DOI:https://doi.org/10.1145/3477086.3480834

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mobile edge, Terahertz Comms & Sensing, testbedsJanuary 31, 2022

S. Ju and T. S. Rappaport, “140 GHz Urban Microcell Propagation Measurements for Spatial Consistency Modeling,” 2021 IEEE International Conference on Communications (ICC), Jun. 2021, pp. 1-6.

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terahertz, testbedsJune 14, 2021

S. Ju, Y. Xing, O. Kanhere and T. S. Rappaport, “Millimeter Wave and Sub-Terahertz Spatial Statistical Channel Model for an Indoor Office Building,” in IEEE Journal on Selected Areas in Communications, vol. 39, no. 6, pp. 1561-1575, June 2021.

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terahertz, testbedsJune 1, 2021

D. Shakya, T. Wu, M. E. Knox, and T. S. Rappaport, ”A Wideband Sliding Correlation Channel Sounder in 65 nm CMOS: Evaluation Board Performance,” in IEEE Transactions on Circuits and Systems II: Express Briefs, Jun. 2021, pp. 1–5

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quantum devices, testbedsJune 1, 2021

Y. Xing, F. Hsieh, A. Ghosh, and T. S. Rappaport, “High Altitude Platform Stations (HAPS): Architecture and System Performance,” 2021 IEEE 93rd Vehicular Technology Conference (VTC-Spring), April 2021, pp. 1-6. https://arxiv.org/abs/2103.03431

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5g and 6g apps, testbedsApril 1, 2021

O. Kanhere, A. Chopra, A. Thornburg, T. S. Rappaport, and S. S. Ghassemzadeh “Performance Impact Analysis of Beam Switching in Millimeter Wave Vehicular Communications,” 2021 IEEE 93rd Vehicular Technology Conference (VTC-Spring), April 2021, pp. 1-7.

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5g and 6g apps, testbedsApril 1, 2021

O.Kanhere, S. Goyal, M. Beluri, and T. S. Rappaport, “Target Localization using Bistatic and Multistatic Radar with 5G NR Waveform,” 2021 IEEE 93rd Vehicular Technology Conference (VTC-Spring), April 2021, pp. 1-7.

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5g and 6g apps, testbedsApril 1, 2021

D. Shakya, T. Wu and T. S. Rappaport, “A Wideband Sliding Correlator based Channel Sounder in 65 nm CMOS: An Evaluation Board Design,” GLOBECOM 2020 – 2020 IEEE Global Communications Conference, Taipei, Taiwan, 2020, pp. 1-6, DOI: 10.1109/GLOBECOM42002.2020.9322622.

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quantum devices, testbedsDecember 11, 2020

S. Ju, Y. Xing, O. Kanhere and T. S. Rappaport, “3-D Statistical Indoor Channel Model for Millimeter-Wave and Sub-Terahertz Bands,” 2020 IEEE Global Communications Conference (GLOBECOM), Dec. 2020, pp. 1-7.

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terahertz, testbedsDecember 7, 2020

O. Kanhere and T. S. Rappaport, “Millimeter Wave Position Location using Multipath Differentiation for 3GPP using Field Measurements,” in GLOBECOM 2020 – 2020 IEEE Global Communications Conference, Taipei, Taiwan, Dec. 2020, pp. 1–7.

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terahertz, testbedsDecember 7, 2020

P. Skrimponis, N. Makris, S. B. Rajguru, K. Cheng, J. Ostrometzky, E. Ford, Z. Kostic, G. Zussman, T. Korakis. 2020. COSMOS educational toolkit: using experimental wireless networking to enhance middle/high school STEM education. SIGCOMM Comput. Commun. Rev. 50, 4 (October 2020), 58–65. DOI:https://doi.org/10.1145/3431832.3431839

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5g and 6g apps, machine learning, testbedsOctober 1, 2020

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, C. Gutterman, “Challenge: COSMOS: A city-scale programmable testbed for experimentation with advanced wireless,” In Proceedings of the 26th Annual International Conference on Mobile Computing and Networking (MobiCom ’20) 2020

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5g and 6g apps, mobile edge, terahertz, testbedsSeptember 21, 2020

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,” Paper presented at 2020 ASEE Virtual Conference

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5g and 6g apps, testbedsJune 22, 2020

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 Proceedings of the 26th Annual International Conference on Mobile Computing and Networking (MobiCom ’20).

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mobile edge, testbedsApril 16, 2020

M. Bernardinis, S.F. Atashzar, M.S. Jog, R.V. Patel, Differential Temporal Perception Abilities in Parkinson’s Disease Patients Based on Timing Magnitude. Scientific reports. 2019 Dec 23;9(1):1-6.

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5g and 6g apps, Prototyping and simulation software, testbedsDecember 23, 2019

W. Xia, M. Polese, M. Mezzavilla, G. Loianno, S. Rangan, M. Zorzi, “Millimeter Wave Remote UAV Control and Communications for Public Safety Scenarios,” 16th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON) 2019, June 2019

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5g and 6g apps, testbedsJune 12, 2019

T Wu, T.S. Rappaport, M.E. Knox, D Shahrjerdi, “A wideband sliding correlator-based channel sounder with synchronization in 65 nm CMOS,” 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, May 2019

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testbedsMay 26, 2019

P Pandit, M Sahraee, S Rangan, AK Fletcher, “Asymptotics of MAP Inference in Deep Networks,” arXiv preprint arXiv:1903.01293, 2019

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testbedsMarch 1, 2019

J.S. Lu, E.M. Vitucci, V. Degli-Esposti, F. Fuschini, M. Barbiroli, J.A. Blaha and H.L. Bertoni, “A Discrete Environment-Driven GPU-Based Ray Launching Algorithm,” IEEE Transactions on Antennas and Propagation; Vol. 67, No. 2, pp. 1180-1192, February 2019.

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machine learning, testbedsFebruary 1, 2019

E. M. Vitucci, J. Chen, V. Degli-Esposti, J. S. Lu, H. L. Bertoni, and X. Yin, “Analyzing Radio Scattering Caused by Various Building Elements Using mm-Wave Scale Model Measurements and Ray-Tracing,” IEEE Transactions on Antennas and Propagation; Vol. 67, No. 1, pp. 665-669, January 2019.

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testbedsJanuary 1, 2019

S. Ju, T. S. Rappaport, “Millimeter-wave Extended NYUSIM Channel Model for Spatial Consistency,” in IEEE 2018 Global Communications Conference, Dec. 2018, pp.1-6.

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5G Channel Models, Channel Sounder, mmWave Channel Models, mmwave rappaport, terahertzDecember 1, 2018

Y. Xing, T. S. Rappaport, “Propagation Measurement System and Approach at 140 GHz–Moving to 6G and Above 100 GHz,” in IEEE 2018 Global Communications Conference, Dec. 2018, pp.1-6.

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5G Channel Models, Channel Sounder, mmwave, mmWave Channel Models, mmwave rappaport, terahertzDecember 1, 2018

O. Kanhere, T. S. Rappaport, “Position locationing for millimeter wave systems,” in IEEE 2018 Global Communications Conference, Dec.2018, pp. 1–6.

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5g and 6g apps, 5G Channel Models, Channel Sounder, Localization, mmwave, mmWave Channel Models, mmwave rappaport, Ray Tracing, terahertzDecember 1, 2018

S. Ju, T. S. Rappaport, “Simulating motion – incorporating spatial consistency into the nyusim channel model,” in 2018 IEEE 88th Vehicular Technology Conference Workshops, Aug. 2018, pp. 1–6.

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mmwave rappaport, terahertz, testbedsAugust 1, 2018

AK Fletcher, S Rangan, P Schniter, “Inference in deep networks in high dimensions,” 2018 IEEE International Symposium on Information Theory (ISIT), 1884-1888, June 2018

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testbedsJune 17, 2018

M. Zhang, M. Polese, M. Mezzavilla, J. Zhu, S. Rangan, S. Panwar, M. Zorzi, “Will TCP work in mmWave 5G Cellular Networks?” arXiv preprint arXiv:1806.05783, 2018

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terahertz, testbedsJune 15, 2018

C. Sleizak, M. Zhang, M. Mezzavilla, S. Rangan, “Understanding End-to-End Effects of Channel Dynamics in Millimeter Wave Cellular”, IEEE SPAWC 2018.

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terahertz, testbedsMay 1, 2018

T. S. Rappaport, “5G Millimeter Wave Wireless: Trials, Testimonies, and Target Rollouts,” IEEE Infocom Keynote Presentation, Honolulu, Hawaii, April 16, 2018.

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mmwave rappaport, terahertz, testbedsApril 16, 2018

M. Mezzavilla, M. Zhang, M. Polese, R. Ford, S. Dutta, S. Rangan, M. Zorzi, “End-to-End Simulation of 5G mmWave Networks,” in IEEE Communications Surveys & Tutorials. Apr. 2018.

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Prototyping and simulation software, terahertz, testbedsApril 1, 2018

T.S. Rappaport, S. M. Perera, V. Ariyarathna, N. Udayanga, A. Madanayake, G. Wu, L. Belostotski, Y. Wang, S. Mandal, R.J. Cintra, “Wideband N-Beam Arrays using Low-Complexity Algorithms and Mixed-Signal Integrated Circuits,” in IEEE Journal of Selected Topics in Signal Processing. Apr. 2018.

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5G Channel Models, mmwave rappaport, terahertzApril 1, 2018

C. Herranz, M. Zhang, M. Mezzavilla, S. Rangan, J. F. Montserrat, “A 3GPP NR Compliant Beam Management Framework to Simulate End-to-End mmWave Networks”, ACM MSWiM 2018.

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terahertz, testbedsJanuary 1, 2018

T. S. Rappaport, S. Sun, M. Shafi, “Investigation and comparison of 3GPP and NYUSIM channel models for 5G wireless communications,” in 2017 IEEE 86th Vehicular Technology Conference (VTC Fall), Sep. 2017, pp. 1-5.

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mmwave rappaport, testbedsSeptember 1, 2017

M. Zhang, M. Polese, M. Mezzavilla, S. Rangan, M. Zorzi “ns-3 Implementation of the 3GPP MIMO Channel Model for Frequency Spectrum above 6 GHz,” Workshop on ns-3, June 13 – 14, 2017, Porto, Portugal.

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machine learning, terahertz, testbedsJune 7, 2017

S. Sun, G. R. MacCartney Jr., and T. S. Rappaport, “A Novel Millimeter-Wave Channel Simulator and Applications for 5G Wireless Communications,” 2017 IEEE International Conference on Communications (ICC), May 2017.

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mmwave rappaport, terahertz, testbedsMay 1, 2017

S. Sun, H. Yan, G. R. MacCartney Jr., and T. S. Rappaport, “Millimeter Wave Small-Scale Spatial Statistics in an Urban Microcell Scenario,” 2017 IEEE International Conference on Communications (ICC), May 2017.

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100 GHz, 5G Channel Models, Channel Sounder, Millimeter Wave 5G Prototype, mmwave rappaport, Prototyping and simulation software, terahertzMay 1, 2017

G. R. MacCartney, Jr. and T. S. Rappaport, “Study on 3GPP Rural Macrocell Path Loss Models for Millimeter Wave Wireless Communications,” in 2017 IEEE International Conference on Communications (ICC), Paris, France, May 2017, pp. 1-7.

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mmwave rappaport, Prototyping and simulation software, terahertzMay 1, 2017

M. Zhang, M. Mezzavilla, J. Zhu, S. Rangan, S. Panwar “The Bufferbloat Problem over Intermittent Multi-Gbps mmWave Links” arXiv:1611.02117 [cs.NI]

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testbedsDecember 22, 2016

C.N. Barati, S.A. Hosseini, M. Mezzavilla, P. Amiri-Eliasi, S. Rangan, T. Korakis, M. Zorzi, “Directional initial access for millimeter wave cellular systems.” in IEEE Transactions on Wireless Communications, vol. 15, no. 12, pp. 7926-7940, Dec. 2016.

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terahertz, testbedsDecember 1, 2016

D Soldani, P Chatzimisios, A Jamalipour, B Barani, S Redana, S Rangan, “5G radio access architecture and technologies,” IEEE Communications Magazine 54 (11), 14-15, Nov. 2016

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testbedsNovember 1, 2016

G. R. MacCartney, S. Sun, and T. S. Rappaport, Y. Xing, H. Yan, J. Koka, R. Wang, and D. Yu, “Millimeter Wave Wireless Communications: New Results for Rural Connectivity,” All Things Cellular’16: 5th Workshop on All Things Cellular Proceedings, in conjunction with ACM MobiCom, Oct. 7, 2016.

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5G Channel Models, mmwave rappaport, Prototyping and simulation softwareOctober 6, 2016

F. Fund, S. Shahsavari, S. Panwar, E. Erkip, S. Rangan, “Do open resources encourage entry into the millimeter wave cellular service market?” Proc. IEEE Sarno Symposium, Newark, NJ, 2016, pp. 1-2.

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5G Channel Models, Cellular networks, mmwave, testbedsOctober 3, 2016

M Giordani, M Mezzavilla, S Rangan, M Zorzi, “Uplink-based framework for control plane applications in 5G mmWave cellular networks,” arXiv:1610.04836, Oct. 2016

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terahertz, testbedsOctober 1, 2016

M. Giordani, M. Mezzavilla, M. Zorzi, “Initial Access in 5G mm-Wave Cellular Networks,” to appear in IEEE COMMAG.

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terahertz, testbedsAugust 22, 2016

M. Mezzavilla, S. Goyal, S. Panwar, S. Rangan, M. Zorzi, “An MDP Model for Optimal Handover Decisions in mmWave Cellular Networks”, Proc. IEEE European Conference on Networks and Communications (EuCNC), Athens, 2016, pp. 100-105.

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testbedsAugust 22, 2016

S. Deng, G. R. MacCartney Jr., T. S. Rappaport, “Indoor and Outdoor 5G Diffraction Measurements and Models at 10, 20, and 26 GHz,” 2016 IEEE Global Communications Conference (GLOBECOM), Washington, DC, 2016, pp. 1-7.

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Millimeter Wave 5G Prototype, mmWave Channel Models, mmwave rappaport, terahertzAugust 18, 2016

M. Polese, M. Mezzavilla, M. Zorzi, “Performance Comparison of Dual Connectivity and Hard Handover for LTE-5G Tight Integration,” accepted at EAI SIMUtools 2016 conference, August 22 – 23, 2016, Prague, Czech Republic.

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terahertz, testbedsJuly 13, 2016

M. Mezzavilla, S. Goyal, S. Panwar, S. Rangan, M. Zorzi, “An MDP Model for Optimal HO Decisions in mmWave Cellular Networks”, EuCNC ’16.

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terahertz, testbedsJune 30, 2016

S. Dutta, M. Mezzavilla, R. Ford, M. Zhang, S. Rangan, M. Zorzi, “MAC Layer Frame Design for Millimeter Wave Cellular System”, Proc. IEEE European Conference on Networks and Communications (EuCNC), Athens, 2016, pp. 117-121.

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terahertz, testbedsJune 30, 2016

M.K. Samimi, T.S. Rappaport, “3-D Millimeter-Wave Statistical Channel Model for 5G Wireless System Design,” IEEE Transactions on Microwave Theory and Techniques, vol. 64, no. 7, pp. 2207-2225, July 2016.

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5G Channel Models, mmwave rappaportJune 28, 2016

M. Giordani, M. Mezzavilla, S. Rangan and M. Zorzi, “Multi-connectivity in 5G mmWave cellular networks,” 2016 Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net), Vilanova i la Geltru, Spain, 2016, pp. 1-7.

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terahertz, testbedsJune 22, 2016

M. Rebato, F. Boccardi, M. Mezzavilla, S. Rangan and M. Zorzi, “Hybrid spectrum access for mmWave networks,” 2016 Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net), Vilanova i la Geltru, Spain, 2016, pp. 1-7.

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terahertz, testbedsJune 22, 2016

R. Ford, M. Zhang, S. Dutta M. Mezzavilla, S. Rangan, M. Zorzi “A Framework for End-to-End Evaluation of 5G mmWaveCellular Networks in ns-3” Proceedings of the Workshop on ns-3, Pages 85-92, June 15 – 16, 2016, Seattle, WA, USA

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5G Channel Models, High-speed, networking, mmwave, ns3, terahertzJune 15, 2016

M. Rebato, M. Mezzavilla, S. Rangan, F. Boccardi and M. Zorzi, “Understanding Noise and Interference Regimes in 5G Millimeter-Wave Cellular Networks,” Proc. IEEE European Wireless Conference, Oulu, Finland, 2016, pp. 1-5.

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terahertz, testbedsMay 20, 2016

M. Giordani, M. Mezzavilla, A. Dhananjay, S. Rangan and M. Zorzi, “Channel Dynamics and SNR Tracking in Millimeter Wave Cellular Systems,” Proc. IEEE European Wireless Conference, Oulu, Finland, 2016, pp. 1-8.

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terahertz, testbedsMay 20, 2016

S. Sun et al., “Propagation Path Loss Models for 5G Urban Micro- and Macro-Cellular Scenarios,” Proc. IEEE Vehicular Technology Conference (VTC Spring), Nanjing, 2016, pp. 1-6.

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5G Channel Models, mmwave rappaport, terahertzMay 18, 2016

S. Sun, T.S. Rappaport, T. Thomas, A. Ghosh, H. Nguyen, I. Kovacs, I. Rodriguez, O. Koymen, A. Partyka, “Investigation of prediction accuracy, sensitivity, and parameter stability of large-scale propagation path loss models for 5G wireless communications,” IEEE Transactions on Vehicular Technology, vol. 65, no. 5, pp. 2843 – 2860, May 2016.

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5G Channel Models, Millimeter Wave 5G Prototype, mmwave rappaport, terahertzMay 16, 2016

Fund F, Shahsavari S, Panwar SS, Erkip E, Rangan S. Spectrum and Infrastructure Sharing in Millimeter Wave Cellular Networks: An Economic Perspective, arXiv preprint arXiv:1605.04602. 2016 May 15.

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terahertz, testbedsMay 15, 2016

M. Zhang, M. Mezzavilla, R. Ford, S. Rangan, S. Panwar, E. Mellios, D. Kong, A. Nix, M. Zorzi, “Transport layer performance in 5G mmWave cellular”, Computer Communications Workshops (INFOCOM WKSHPS) 2016 IEEE Conference on, pp. 730-735, 2016.

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terahertz, testbedsApril 14, 2016

M. Giordani, M. Mezzavilla, C. N. Barati, S. Rangan and M. Zorzi, “Comparative analysis of initial access techniques in 5G mmWave cellular networks,” 2016 Annual Conference on Information Science and Systems (CISS), Princeton, NJ, 2016, pp. 268-273.

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terahertz, testbedsMarch 18, 2016

S. Sun, G.R. MacCartney, T.S. Rappaport, “Millimeter-Wave Distance-Dependent Large-Scale Propagation Measurements and Path Loss Models for Outdoor and Indoor 5G Systems,” in the 10th European Conference on Antennas and Propagation (EuCAP 2016), April 2016.

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5G Channel Models, mmWave Channel Models, mmwave rappaport, terahertzFebruary 24, 2016

R. Ford, M. Zhang, M. Mezzavilla, S. Dutta, S. Rangan, M. Zorzi “A Framework for End-to-End Evaluation of 5G mmWaveCellular Networks in ns-3” Proceedings of the Workshop on ns-3, Pages 85-92, June 15 – 16, 2016, Seattle, WA, USA

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High-speed, networking, terahertz, testbedsFebruary 23, 2016

T.A. Thomas, et al., “A prediction study of path loss models from 2-73.5 GHz in an urban-macro environment,” in 2016 IEEE 83rd Vehicular Technology Conference (Spring VTC-2016), May 2016.

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5G Channel ModelsFebruary 23, 2016

S. Sun, et al., “Propagation Path Loss Models for 5G Urban Micro- and Macro-Cellular Scenarios,” in 2016 IEEE 83rd Vehicular Technology Conference (VTC2016-Spring), May 2016.

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5G Channel Models, mmwave rappaportFebruary 23, 2016

M.K. Samimi, T.S. Rappaport, S. Sun, G. R. MacCartney, Jr. “28 GHz Millimeter-Wave Ultrawideband Small-Scale Fading Models in Wireless Channels,” in 2016 IEEE Vehicular Technology Conference (VTC2016-Spring), 15-18 May, 2016

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5G Channel Models, Channel Sounder, Millimeter Wave 5G Prototype, mmWave Channel Models, mmwave rappaport, terahertz, testbedsFebruary 22, 2016

G. R. MacCartney Jr., S. Deng, T. S. Rappaport, “Indoor Office Plan Environment and Layout-Based MmWave Path Loss Models for 28 GHz and 73 GHz,” in the 2016 IEEE 83rd Vehicular Technology Conference Spring (VTC2016-Spring), May 2016.

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Millimeter Wave 5G Prototype, mmWave Channel Models, mmwave rappaportFebruary 22, 2016

M.K. Samimi, T.S. Rappaport, “Local Multipath Model Parameters for Generating 5G Millimeter-Wave 3GPP-like Channel Impulse Response,” in the 10th European Conference on Antennas and Propagation (EuCAP’2016), April 2016.

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5G Channel Models, Millimeter Wave 5G PrototypeFebruary 15, 2016

M.K. Samimi, S. Sun, T.S. Rappaport, “MIMO Channel Modeling and Capacity Analysis for 5G Millimeter-Wave Wireless Systems,” in the 10th European Conference on Antennas and Propagation (EuCAP’2016), April 2016.

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5G Channel Models, mmwave rappaportJanuary 28, 2016

M.K. Samimi, T.S. Rappaport, “Statistical Channel Model with Multi-Frequency and Arbitrary Antenna Beamwidth for Millimeter-Wave Outdoor Communications,” in 2015 IEEE Global Communications Conference, Exhibition & Industry Forum (GLOBECOM) Workshop, Dec. 6-10, 2015.

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5G Channel ModelsNovember 21, 2015

C. Nicolas Barati, S. Amir Hosseini, Marco Mezzavilla, Parisa Amiri-Eliasi, Sundeep Rangan, Thanasis Korakis, Shivendra S. Panwar, Michele Zorzi, “Directional initial access for millimeter wave cellular systems,” 2015 49th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, 2015, pp. 307-311.

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Cellular networks, mmwave rappaport, terahertz, testbedsNovember 11, 2015

C. N. Barati, S. A. Hosseini, M. Mezzavilla, P. Amiri-Eliasi, S. Rangan, T. Korakis, S. S. Panwar, M. Zorzi,“Directional initial access for millimeter wave cellular systems, Proc. IEEE Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA, pp. 307-311, November 2015.

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mmwave rappaport, terahertz, testbedsNovember 1, 2015

G. R. MacCartney Jr., T.S. Rappaport, S. Sun, S. Deng, “Indoor office wideband millimeter-wave propagation measurements and channel models at 28 GHz and 73 GHz for ultra-dense 5G wireless networks,” IEEE Access, vol. 3, pp. 2388-2424, Dec. 2015.

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100 GHz, 5G Channel Models, mmwave rappaportOctober 5, 2015

R. Gupta, B. Bachmann, A. Kruppe, R. Ford, S. Rangan, N. Kundargi, A. Ekbal, K. Rathi, A. Asadi, V. Mancuso, A. Morelli, “LabVIEW based Software-Defined Physical/MAC Layer Architecture for prototyping dense LTE Networks,” in SDR WInnComm, 2015.

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Millimeter Wave 5G PrototypeAugust 18, 2015

A. K. Fletcher, J. Viventi and S. Rangan, “Neural mass spatio-temporal modeling from high-density electrodearray recordings,” Proc. IEEE Information Theory and Applications Workshop (ITA), San Diego, CA, 2015, pp. 319-321.

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5G Path Loss Models, terahertz, testbedsAugust 8, 2015

G.R. MacCartney Jr., T.S. Rappaport, M.K. Samimi, S. Sun, “Millimeter-wave omnidirectional path loss data for small cell 5G channel modeling,” IEEE Access, vol. 3, pp. 1573-1580, Sept. 2015.

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5G Channel Models, Millimeter Wave 5G Prototype, mmWave Channel Models, mmwave rappaportAugust 6, 2015

H. Shokri-Ghadikolaei, C. Fischione, G. Fodor, P. Popovski, M. Zorzi, “Millimeter Wave Cellular Networks: A MAC Layer Perspective,” IEEE Trans. Wireless Communications, vol. 63, no. 10, pp. 3437-3458, Oct. 2015.

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terahertz, testbedsJuly 14, 2015

P. A. Eliasi and S. Rangan, “Stochastic dynamic channel models for millimeter cellular systems,” Proc. IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Cancun, 2015, pp. 209-212

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terahertz, testbedsJuly 1, 2015

M. Mezzavilla, S. Dutta, M. Zhang, M. R. Akdeniz, S. Rangan, “5G mmWave Module for the ns-3 Network Simulator,” Proceedings of the 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems. ACM, 2015.

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High-speed, networking, Millimeter Wave 5G Prototype, ns3June 29, 2015

J. García-Rois, F. Gómez-Cuba, F. J. González-Castaño, J. C. Burguillo-Rial, M. R. Akdeniz, S. Rangan, “On the Analysis of Scheduling in Dynamic Duplex Multi-Hop mmWave Cellular Systems,” IEEE Trans. Wireless Communications, vol. 99, June 2015.

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Network Design, terahertz, testbedsJune 18, 2015

M. K. Samimi, T. S. Rappaport, “3-D Statistical Channel Model for Millimeter-Wave Outdoor Mobile Broadband Communications,” 2015 IEEE International Conference on Communications (ICC), 8-12 June, 2015.

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5G Channel Models, mmWave Channel Models, Wireless CommJune 8, 2015

R. Ford, F. Gomez-Cuba, M. Mezzavilla, S. Rangan, “Dynamic Time-domain Duplexing for Self-backhauled Millimeter Wave Cellular Networks”

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Cellular networks, scheduling, terahertz, testbedsJune 8, 2015

G. R. MacCartney Jr., et al., “Exploiting directionality for millimeter-wave wireless system improvement,” in 2015 IEEE International Conference on Communications (ICC), pp. 2416-2422, 8-12 June 2015.

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5G Channel Models, mmwave rappaport, terahertzJune 8, 2015

T.S. Rappaport, G.R Maccartney Jr., M.K. Samimi, S. Sun, “Wideband Millimeter-Wave Propagation Measurements and Channel Models for Future Wireless Communication System Design,” IEEE Transactions on Communications, vol.63, no.9, pp. 3029-3056, Sept. 2015.

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5G Channel Models, mmwave rappaport, terahertzMay 18, 2015

R. Gupta, B. Bachmann, R. Ford, S. Rangan, N. Kundargi, A. Ekbal, K. Rathi, M.I. Sanchez, A. Oliva, A. Morelli, “ns-3-based real-time emulation of LTE testbed using LabVIEW platform for software defined networking (SDN) in CROWD project.” Proc. Workshop on ns-3 (WNS3 ’15)., Barcelona, Spain, May 2015.

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High-speed, networking, Millimeter Wave 5G Prototype, Wireless CommMay 13, 2015

S. Rangan, “Millimeter Wave Wireless Networks: Potentials and Challenges”, Rutgers ECE Colloquium, March 2015.

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terahertz, testbedsMarch 11, 2015

M. K. Samimi, T. S. Rappaport, “Ultra-Wideband Statistical Channel Model for Non Line of Sight Millimeter-Wave Urban Channels”, IEEE Global Communications Conference, Exhibitions & Industry Forum (GLOBECOM), 8-12 December 2014.

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5G Channel Models, Broadband Communications, mmwave rappaport, terahertzDecember 8, 2014

C. Kim, R. Ford, S. Rangan, “Joint interference and user association optimization in cellular wireless networks,” Proc. IEEE Asilomar Conf. Signals, Systems and Computers, Pacific Grove, CA, Nov 2014.

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terahertz, testbeds, Wireless CommNovember 2, 2014

F. Gomez-Cuba, S. Rangan, E. Erkip, “Proc. IEEE Int. Symp. Information Theory (ISIT),” Hawaii, July 2014.

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terahertz, testbedsJuly 28, 2014

C. N. Barati, S. A. Hosseini, S. Rangan, P. Liu, T. Korakis, S. S. Panwar, and T. S. Rappaport, “Directional Cell Search for Millimeter Wave Cellular Systems,” Proc. IEEE Signal Processing Advances in Wireless Communications (SPAWC), Toronto, Canada, pp. 120-124, June 2014.

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Low-Power Fully Digital Transceivers, Network Design, terahertz, testbedsJune 22, 2014

M.R. Akdeniz, Y. Liu, S. Sun, S. Rangan, T.S. Rappaport, E. Erkip “Millimeter Wave Channel Modeling and Cellular Capacity Evaluation,” IEEE J. Selected Areas in Communications, vol. 32, no. 6, pp. 1164–1179, June 2014.

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mmwave rappaport, terahertz, testbedsJune 13, 2014

R. Gupta, T. Vogel, N. Kundargi, A. Ekbal, A. Morelli, V. Mancuso, V. Sciancalepore, R. Ford, S. Rangan, “Demo: LabVIEW based Platform for prototyping dense LTE Networks in CROWD Project,” Proc. Eur. Conf. Networking and Comm., Bologna, Italy, June 2014.

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Millimeter Wave 5G Prototype, Wireless CommJune 1, 2014

S. Rangan, T. S. Rappaport, E. Erkip, “Millimeter Wave Cellular Networks: Potentials and Challenges,” Proceedings of the IEEE, vol. 102, no. 3, pp. 366-385, March 2014.

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terahertz, testbeds, Wireless CommMarch 1, 2014

M.K. Samimi, K. Wang, Y. Azar, G.N. Wong, R. Mayzus, H. Zhao, J.K. Schulz, S. Sun, F. Gutierrez, T.S. Rappaport, “28 GHz Angle of Arrival and Angle of Departure Analysis for Outdoor Cellular Communications using Steerable Beam Antennas in New York City,” in 2013 IEEE Vehicular Technology
Conference (VTC Spring), pp.1-6, 2-5 June 2013.

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5G Channel Models, mmwave rappaport, terahertzJune 2, 2013

T. S. Rappaport, S. Sun, R. Mayzus, H. Zhao, Y. Azar, K. Wang, G. N. Wong, J. K. Schulz, M. Samimi, F. Gutierrez, “Millimeter Wave Mobile Communications for 5G Cellular: It Will Work!” IEEE Access, vol.1, pp. 335-349, May 2013.

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Millimeter Wave 5G Prototype, mmWave Channel Models, mmwave rappaportMay 10, 2013

R. Ford, C. Kim, S. Rangan, “Opportunistic Third-Party Backhaul for Cellular Wireless Networks,” Conf. Rec. Asilomar Conf. on Signals, Systems and Computers, Paci c Grove, CA, pp. 1594-1600, November 2013.

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terahertz, testbeds, Wireless CommMay 4, 2013

R. Ford, “A Software Testbed for Simulation of Cellular Wireless Networks,” MSEE Thesis, 2012.

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Millimeter Wave 5G PrototypeJanuary 18, 2012

T.S. Rappaport, “The Wireless Revolution,” IEEE Communications Magazine, 29 (11), November 1991, pp. 52-71.

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mmwave rappaport, terahertz, testbedsNovember 1, 1991