NYUSIM: The Open Source 5G and 6G Channel Model Simulator software

NYU WIRELESS 5G and 6G Millimeter Wave Statistical Channel Model Suitable for 3GPP and Academic/Industrial

Project Description

Extensive measurements and 5G and 6G millimeter wave channel models have been developed from 2 to 73 ghz. Here we provide a complete statistical channel model and simulation code (in Matlab) for generating realistic spatial and temporal wideband channel impulse responses — these results are available for public use and suitable in 3GPP and other standard bodies and academic/industrial simulations.

5G Channel Model with Improved Accuracy and Efficiency in mmWave Bands
http://5g.ieee.org/tech-focus/march-2017/5g-channel-model


NYUSIM Application Version 2.0

Last Modification 9/11/2019 – Update Notes
Three important channel modeling components, spatial consistency, human blockage, and outdoor-to-indoor (O2I) penetration loss, are implemented in NYUSIM 2.0. Each modeling component will be introduced as follows.

  • Spatial Consistency: Spatial consistency indicates continuous and realistic channel evolution along the user terminal (UT) trajectory in a local area. NYUSIM with spatial consistency simulates spatially correlated channel impulse responses when a UT moves in a local area or multiple UTs are closely spaced. To realize spatial consistency, spatially correlated large scale parameters such as shadow fading, line-of-sight (LOS)/non-LOS(NLOS) condition are generated, and time-variant small-scale parameters such as angles, power, delay, phase of each MPC are generated. Specifically, a geometry-based approach using multiple reflection surfaces is implemented to update spatially correlated and time-variant angular information.
  • Human Blockage Shadowing Loss: NYUSIM 2.0 can simulate human blockage shadowing loss due to a person near the mobile phone (UT) who may block the transmission link. A human blockage event usually causes a temporal shadowing loss, which may last about several hundreds of milliseconds. A typical blockage event can be divided into four stages, unshadowed, decay, shadowed, rising. A four-state Markov model corresponding to four stages was proposed to characterize blockage events. Such four-state Markov model is implemented to simulate human blockage events for both omnidirectional and directional channels generated from NYUSIM.
  • O2I Penetration Loss: NYUSIM 2.0 can simulate the channel responses with building penetration loss for the UTs inside the building. O2I penetration loss becomes more prominent at mmWave frequencies as shown in measurements. Many modern buildings are constructed by concrete and have infrared reflecting (IRR) glass, which induce a large penetration loss when a mmWave signal is transmitted from outdoor to indoor or vice versa.

Download the NYUSIM application here.

Download NYUSIM


Tutorial and Examples using NYUSIM:
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.

S. Ju, O. Kanhere, Y. Xing and T. S. Rappaport, “A Millimeter-Wave Channel Simulator NYUSIM with Spatial Consistency and Human Blockage,” 2019 IEEE Global Communications Conference (GLOBECOM), Hawaii, USA, Dec. 2019, pp. 1-6.

Submittal to NIST 5G Alliance

5G mmWave Channel Model Alliance – Measurement Parameter and Scenario Parameter
Measurement Parameter and Scenario Parameter List


Published Work in 5G Channel Models

CitationResearch AreasDate

Y. Xing, O. Kanhere, S. Ju, and T. S. Rappaport, “Indoor Wireless Channel Properties at Millimeter Wave and Sub-Terahertz Frequencies: Reflection, Scattering, and Path Loss,” in Proc. IEEE 2019 Global Communications Conference, pp. 1–6, Dec. 2019.

5g and 6g apps, mmwave rappaport, terahertzDecember 26, 2019

T. Liansheng, T. S. Rappaport, et al. “Stability and throughput of FAST TCP traffic in bidirectional connections.” Resource Allocation and Performance Optimization in Communication Networks and the Internet. Vol. 21. No. 4. Fort Monmouth, NJ: Springer, 2018. 1-20.

mmwave rappaport, terahertzDecember 1, 2018

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.

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.

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.

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

Y. Xing, O. Kanhere, S. Ju, T. S. Rappaport, G. R. MacCartney Jr., “Verification and calibration of antenna cross-polarization discrimination and penetration loss for millimeter wave communications,” 2018 IEEE 88th Vehicular Technology Conference (VTC2018-Fall), Chicago, USA, Aug. 2018, pp. 1-6.

mmwave rappaport, terahertzAugust 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.

mmwave rappaport, terahertz, testbedsAugust 1, 2018

S. Sun, T. S. Rappaport, M. Shaft, “Hybrid beamforming for 5G millimeter-wave multi-cell networks,” IEEE INFOCOM 2018 – IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Honolulu, HI, 2018, pp. 589-596.

mmwave rappaport, terahertzAugust 1, 2018

S. Sun, T.S. Rappaport, M. Shafi, P. Tang, J. Zhang, P. J. Smith, “Propagation Models and Performance Evaluation for 5G Millimeter-Wave Bands,” in IEEE Transactions on Vehicular Technology, June 2018.

mmwave rappaport, quantum devices, terahertzJune 1, 2018

T. S. Rappaport, V. Ariyarathna, A. Madanayake, X. Tang, D. Coelho, R. J. Cintra, L. Belostotski, S. Mandal, “Analog Approximate-FFT 8/16-Beam Algorithms, Architectures and CMOS Circuits for 5G Beamforming MIMO Transceivers,” in IEEE Journal on Emerging and Selected Topics in Circuits and Systems. May 2018.

Beam Combining, beam forming, MIMO, mmwave rappaport, terahertz, Wireless CommMay 10, 2018

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

mmwave rappaport, terahertz, testbedsApril 16, 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.

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

G. R. MacCartney, Jr., T. S. Rappaport and A. Ghosh, “Base Station Diversity Propagation Measurements at 73 GHz Millimeter-Wave for 5G Coordinated Multipoint (CoMP) Analysis,” 2017 IEEE Globecom Workshops, Singapore, Dec. 2017, pp. 1-7.

mmwave rappaport, terahertzDecember 10, 2017

G. R. MacCartney, Jr., T. S. Rappaport, and Sundeep Rangan, “Rapid Fading Due to Human Blockage in Pedestrian Crowds at 5G Millimeter-Wave Frequencies,” 2017 IEEE Global Communications Conference, Singapore, Dec. 2017.

mmwave rappaport, terahertzDecember 7, 2017

T. S. Rappaport, Y. Xing, G. R. MacCartney, Jr., A. F. Molisch, E. Mellios, and J. Zhang, “Overview of millimeter wave communications for fifth-generation (5G) wireless networks,” IEEE Transactions on Antennas and Propagation, 2017, Dec. 2017.

mmwave rappaport, terahertzDecember 6, 2017

T. S. Rappaport, G. R. MacCartney, Jr., S. Sun, H. Yan, and S. Deng, “Small-scale, local area, and transitional millimeter wave propagation for 5G communications,” IEEE Transactions on Antennas and Propagation, Dec. 2017

mmwave rappaport, terahertzDecember 5, 2017

J. Lota, S. Sun, T. S. Rappaport, and A. Demosthenous, “5G Uniform linear arrays with beamforming and spatial multiplexing at 28 GHz, 37 GHz, 64 GHz and 71 GHz for outdoor urban communication: A two-level approach,” IEEE Transactions on Vehicular Technology, Sep. 2017.

mmwave rappaport, terahertzSeptember 5, 2017

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.

mmwave rappaport, testbedsSeptember 1, 2017

G. R. MacCartney, Jr. and T. S. Rappaport, “Rural Macrocell Path Loss Models for Millimeter Wave Wireless Communications,” in IEEE Journal on Selected Areas in Communications, vol. 35, no. 7, pp. 1663-1677, July 2017.

mmwave rappaport, terahertzJuly 3, 2017

Y. Wang, S. Mao and T. S. Rappaport, “On Directional Neighbor Discovery in mmWave Networks,” 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS), Atlanta, GA, June 2017, pp. 1704-1713.

mmwave rappaport, terahertzJune 1, 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.

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.

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

J. Ryan, G. R. MacCartney, Jr., and T. S. Rappaport, “Indoor Office Wideband Penetration Loss Measurements at 73 GHz,” in 2017 IEEE International Conference on Communications Workshop (ICCW), Paris, France, May 2017, pp. 1-6.

mmwave rappaport, 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.

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

T.S. Rappaport, S. Sun and M. Shafi, “5G channel model with improved accuracy and efficiency in mmWave bands,” IEEE 5G Tech Focus, Mar. 2017.

mmwave rappaport, terahertzMarch 5, 2017

A.I. Sulyman, A. Alwarafy, G.R. MacCartney, T.S. Rappaport, A. Alsanie, “Directional Radio Propagation Path Loss Models for Millimeter-Wave Wireless Networks in the 28-, 60-, and 73-GHz Bands,” IEEE Transactions on Wireless Communications, vol. 15, no. 10, pp. 6939-6947, Oct. 2016.

mmWave Channel Models, mmwave rappaport, terahertzOctober 25, 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.

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

H. Yan, G. MacCartney Jr., S. Sun, T. S. Rappaport, “5G Millimeter-Wave Channel Model Alliance Measurement Parameter, Scenario Parameter, and Measured Path Loss Data List,” September 2016.

mmwave rappaportSeptember 1, 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.

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

G. R. MacCartney Jr., S. Deng, S. Sun, T. S. Rappaport, “Millimeter-Wave Human Blockage at 73 GHz with a Simple Double Knife-Edge Diffraction Model and Extension for Directional Antennas,” 2016 IEEE 84th Vehicular Technology Conference Fall (VTC 2016-Fall), Sept. 2016.

mmwave rappaport, terahertzJuly 6, 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.

5G Channel Models, mmwave rappaportJune 28, 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.

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.

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

K. Haneda, L. Tian, H. Asplund, J. Li, Y. Wang, D. Steer, C. Li, T. Balercia, S. Lee, Y. Kim, A. Ghosh, T. Thomas, T. Nakamura, Y. Kakishima, T. Imai, H. Papadopoulas, T. S. Rappaport, G. R. MacCartney Jr., M. K. Samimi, S. Sun, O. Koymen, S. Hur, J. Park, C. Zhang, E. Mellios, A. F. Molisch, S. S. Ghassamzadah, A. Ghosh “Indoor 5G 3GPP-like Channel Models for Office and Shopping Mall Environments,” in 2016 IEEE International Conference on Communications Workshops (ICCW), May 2016.

mmwave rappaport, terahertzMarch 13, 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.

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

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

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.

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

5G Channel Models, mmwave rappaportJanuary 28, 2016

S. Sun, G. R. MacCartney, Jr., M. K. Samimi, and T. S. Rappaport, “Synthesizing Omnidirectional Antenna Patterns, Received Power and Path Loss from Directional Antennas for 5G Millimeter-Wave Communications,” in 2015 IEEE Global Communications Conference (GLOBECOM), Dec. 2015.

mmWave Channel Models, mmwave rappaportDecember 1, 2015

Sun, Shu, G. R. MacCartney, Mathew K. Samimi, and Theodore S. Rappaport. “Synthesizing omnidirectional Antenna Patterns, received power and path loss from directional measurements at millimeter-wave frequencies.” In 2015 IEEE Global Telecommunications Conference (GLOBECOM 2015), pp. 3948-3953. 2015.

mmwave rappaportDecember 1, 2015

S. Sun, Theodore S. Rappaport et al., “Path Loss, Shadow Fading, and Line-Of-Sight Probability Models for 5G Urban Macro-Cellular Scenarios,” to appear in 2015 IEEE Global Communications Conference Workshop (Globecom Workshop), Dec. 2015.

mmwave rappaportDecember 1, 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.

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.

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.

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

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

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

T. Wu, T. S. Rappaport, C. M. Collins, “The Human Body and Millimeter-Wave Wireless Communication Systems: Interactions and Implications”, IEEE International Conference on Communications, Jun. 2015.

Health and Safety, Medical, mmWave Radiation, mmwave rappaportJune 2, 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.

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

M. K. Samimi, T. S. Rappaport, G. R. MacCartney, Jr., “Probabilistic Omnidirectional Path Loss Models for Millimeter-Wave Outdoor Communications”, IEEE Wireless Communications Letters, August 2015, Vol. 4, No. 4, pp. 357-360.

mmwave rappaport, terahertzMarch 27, 2015

T. Wu, T. S. Rappaport, C. M. Collins, “Safe for generations to come: considerations of safety for millimeter waves in wireless communications”, IEEE Microwave Magazine, vol. 16, no. 2, pp. 65-84, Mar. 2015.

Health and Safety, mmWave Radiation, mmwave rappaport, Wireless CommFebruary 5, 2015

S. Sun, T. S. Rappaport, T. A. Thomas and A. Ghosh, “A preliminary 3D mm wave indoor office channel model,” 2015 International Conference on Computing, Networking and Communications (ICNC), Garden Grove, CA, 2015, pp. 26-31.

mmwave rappaportFebruary 1, 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.

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

J. Murdock, T.S. Rappaport, “Consumption Factor and Power-Efficiency Factor: A Theory for Evaluating the Energy Efficiency of Cascaded Communication Systems” Selected Areas in Communications, IEEE Journal, Vol. 32, No. 12, December 2014.

mmwave rappaport, Wireless CommDecember 4, 2014

S. Sun, T. S. Rappaport, R. W. Heath, A. Nix, S. Rangan, “MIMO for millimeter-wave wireless communications: beamforming, spatial multiplexing, or both?” IEEE Communications Magazine, vol. 52, no. 12, pp. 110-121, December 2014.

machine learning, MIMO, mmwave rappaport, terahertzNovember 26, 2014

S. Deng, C. J. Slezak, G. R. MacCartney Jr., T. S. Rappaport, “Small wavelengths – big potential: millimeter wave propagation measurements for 5G,” Microwave Journal, vol. 57, no. 11, pp. 4–12, Nov. 2014.

mmwave rappaport, terahertzNovember 13, 2014

A. Thomas, H. C. Nguyen, G. R. MacCartney, Jr., and T. S. Rappaport, “3D mmWave Channel Model Proposal,” accepted in Vehicular Technology Conference (VTC Fall), 2014 IEEE 80th, Sept 14 – 17, 2014.

mmwave rappaport, terahertzSeptember 14, 2014

H. C. Nguyen, G. R. MacCartney Jr., T. A. Thomas, T. S Rappaport, B. Vejlgaard, and P. Mogensen, “Evaluation of Empirical Ray-Tracing Model for an Urban Outdoor Scenario at 73 GHz E-Band,” Vehicular Technology Conference (VTC Fall), 2014.

mmwave rappaport, mmWave Ray-Tracing, terahertzSeptember 14, 2014

A. I. Sulyman, A. T. Nassar, M. K. Samimi, G. R. MacCartney, Jr., T. S. Rappaport, and A. Alsanie, “Radio Propagation Path Loss Models for 5G Cellular Networks in the 28 GHz and 38 GHz Millimeter-Wave Bands,” IEEE Communications Magazine, vol. 52, no. 9, pp. 78–86, Oct. 2014.

5G Path Loss Models, mmwave rappaport, terahertzSeptember 12, 2014

G. R. MacCatney, M. K. Samimi, T. S. Rappaport, “Omnidirectional Path Loss Models in New York City at 28 GHz and 73 GHz,” IEEE Personal, Indoor, and Mobile Radio Communications (PIMRC), September 2-5, 2014.

Broadband Communications, mmWave Channel Models, mmwave rappaport, terahertzSeptember 2, 2014

T. S. Rappaport, W. Roh, and K. Cheun, “Mobile’s millimeter-wave makeover,” IEEE Spectrum, vol. 51, pp. 34-58, Sep. 2014.

mmwave rappaportSeptember 1, 2014

S.Nie, M.K.Samimi, T.Wu, S.Deng, G. R. MacCartney, Jr., T.S. Rappaport “73 GHz Millimeter-Wave Indoor and Foliage Propagation Channel Measurements and Results,” Tech. Rep. 2014-003, NYU WIRELESS: Department of Electrical Engineering and Computer Engineering, NYU Tandon School of Engineering, Brooklyn, New York, July 2014.

mmwave rappaport, terahertz, Wireless CommJuly 29, 2014

M. K. Samimi, T. S. Rappaport, “Characterization of the 28 GHz Millimeter-Wave Dense Urban Channel for Future 5G Mobile Cellular,” Tech. Rep. 2014-001, NYU WIRELESS: Department of Electrical Engineering and Computer Engineering, NYU Tandon School of Engineering, Brooklyn, New York, June 2014.

mmwave rappaport, terahertz, Wireless CommJune 24, 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.

mmwave rappaport, terahertz, testbedsJune 13, 2014

S. Sun, T. S. Rappaport, “Antenna Diversity Combining and Beamforming at Millimeter Wave Frequencies,” NYU WIRELESS Technical Report TR 2014-002, June 2014.

Beam Combining, MIMO, mmwave rappaport, terahertzJune 10, 2014

A. Ghosh et al., “Millimeter-Wave Enhanced Local Area Systems: A High-Data-Rate Approach for Future Wireless Networks,” IEEE Journal on Selected Areas in Communications, vol. 32, no. 6, pp. 1152-1163, June 2014.

mmWave Channel Models, mmwave rappaport, terahertz, Wireless CommJune 3, 2014

Sun, S., Rappaport, T. S., “Wideband mmWave channels: Implications for design and implementation of adaptive beam antennas,” IEEE International Microwave Symposium (IMS2014), Orlando, FL, June 1~6, 2014.

mmwave rappaport, Wireless CommJune 1, 2014

S. Sun, G. R. MacCartney, Jr., S. Nie, and T. S. Rappaport, “Millimeter wave multi-beam antenna combining for 5G cellular link improvement in New York City,” in 2014 IEEE International Conference on Communications (ICC), June 2014, pp. 5468–5473.

mmwave rappaport, terahertzJune 1, 2014

S. Nie, G. R. MacCartney, Jr., S. Sun, and T. S. Rappaport, “28 GHz and 73 GHz signal outage study for millimeter wave cellular and backhaul communications,” in 2014 IEEE International Conference on Communications (ICC), June 2014, pp. 4856–4861.

mmwave rappaport, terahertzJune 1, 2014

G. R. MacCartney, Jr. and T. S. Rappaport, “73 GHz millimeter wave propagation measurements for outdoor urban mobile and backhaul communications in New York City,” in 2014 IEEE International Conference on Communications (ICC), June 2014, pp. 4862–4867.

mmwave rappaport, terahertzJune 1, 2014

A. Adhikary et al., “Joint Spatial Division and Multiplexing for mm-Wave Channels,” IEEE Journal on Selected Areas in Communications, vol. 32, no. 6, pp. 1239-1255, June 2014.

mmwave rappaport, Wireless CommMay 28, 2014

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

mmwave rappaport, Wireless CommFebruary 5, 2014

S. Sun, and T.S. Rappaport, “Multi-beam Antenna Combining for 28 GHz Cellular Link Improvement in Urban Environments,” IEEE Global Communications Conference (GLOBECOM), Atlanta, GA, USA, 9-13 Dec. 2013.

mmwave rappaport, Wireless CommDecember 9, 2013

G.R. MacCartney, J. Zhang, S. Nie, and T.S. Rappaport, “Path Loss Models for 5G Millimeter Wave Propagation Channels in Urban Microcells,” accepted by 2013 IEEE Global Communications Conference (GLOBECOM), Atlanta, GA, USA, 9-13 Dec. 2013.

mmWave Channel Models, mmwave rappaport, Wireless CommDecember 9, 2013

S. Nie, G. R. MacCartney, Jr., S. Sun and T. S. Rappaport, “72 GHz Millimeter Wave Indoor Measurements for Wireless and Backhaul Communications,” in 2013 IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC), Sept. 8-11, 2013, pp. 2429–2433.

mmWave Channel Models, mmwave rappaport, Wireless CommSeptember 8, 2013

R. Mayzus, S. Sun, M.K. Samimi, J.K. Schulz, Y. Azar, K. Wang, G. N. Wong, F. Gutierrez, T. S. Rappaport “28 GHz Millimeter Wave Cellular Communication Measurements for Reflection and Penetration Loss in and around Buildings in New York City,” 2013 IEEE International Conference on Communications (ICC), Budapest, 2013, pp. 5163-5167.

mmWave Channel Models, mmwave rappaport, Wireless CommJune 9, 2013

Y. Azar, G. N. Wong, K. Wang, R. Mayzus, J. K. Schulz, H. Zhao, F. Gutierrez, D. Hwang, and T. S. Rappaport, “28 GHz propagation measurements for outdoor cellular communications using steerable beam antennas in New York City,” in IEEE International Conference on in Communications (ICC), pp. 5143-5147, June 2013.

mmWave Channel Models, mmwave rappaport, Wireless CommJune 2, 2013

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.

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.

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

T.S. Rappaport, F. Gutierrez, E. Ben-Dor, J.N. Murdock, Qiao Yijun, J.I. Tamir , “Broadband Millimeter-Wave Propagation Measurements and Models Using Adaptive-Beam Antennas for Outdoor Urban Cellular Communications,” Antennas and Propagation, IEEE Transactions, 2013.

mmwave rappaport, Wireless CommDecember 20, 2012

Theodore S. Rappaport, Eshar Ben-Dor, James N. Murdock, Yijun Qiao “38 GHz and 60 GHz Angle-dependent Propagation for Cellular & Peer-to-Peer Wireless Communications,” 2012 IEEE International Conference on Communications, Ottawa, Canada.

mmwave rappaport, Wireless CommJuly 3, 2012

J. N. Murdock, E. Ben-Dor, Y. Qiao, J. I. Tamir, T. S. Rappaport, “A 38 GHz Cellular Outage Study for an Urban Outdoor Campus Environment,” IEEE Wireless Communications and Networking Conference (WCNC), April 2012.

mmwave rappaport, Wireless CommApril 1, 2012

T.S. Rappaport, E. Ben-Dor, J.N. Murdock, Y. Qiao, J. Tamir, “Cellular and Peer-to-Peer Broadband Millimeter Wave Outdoor propagation measurements and Angle of Arrival characteristics using adaptive beam steering,” IEEE Radio and Wireless Week (RWW) 2012, Santa Clara, CA, Jan. 15, 2012.

mmwave rappaportJanuary 15, 2012

E. Ben-Dor, T.S. Rappaport, Y Qiao, S. Lauffenberger, “Millimeter-wave 60 GHz Outdoor and Vehicle AOA Propagation Measurements using a Broadband Channel Sounder,” 2011 IEEE Global Communications Conference (Globecom), December 2011, Houston, TX, 6 pp.

mmwave rappaportDecember 1, 2011

J. N. Murdock, T. S. Rappaport, “Consumption Factor: A Figure of Merit for Power Consumption and Energy Efficiency in Broadband Wireless Communications,” IEEE Global Communications Conference (Globecom), Broadband Wireless Workshop, December 2011, Houston, TX.

mmwave rappaportDecember 1, 2011

T.S. Rappaport, J.Murdock, F.Gutierrez, Jr., “State of the Art in 60-GHz Integrated Circuits and Systems for Wireless Communications,” Proceedings of the IEEE, vol. 99, no.8, pp.1390-1436, Aug. 2011.

60ghz rappaport, mmwave rappaportAugust 1, 2011

J. Murdock, E. Ben-Dor, F. Gutierrez, Jr., T.S. Rappaport, “Challenges and Approaches to On-chip Millimeter Wave Antenna Measurements,” 2011 IEEE MTT-S International Microwave Symposium (IMS), Baltimore, MD, June 5-10.

60ghz rappaport, mmwave rappaportJune 1, 2011


K. Hassan, T. S. Rappaport, J. G. Andrews, “Analog Equalization and Analog to Digital Converter Considerations for Low Power 60 GHz Receivers in Realistic Multipath Channels,” IEEE Global Telecommunications Conference (Globecom), December 2010, 5 pp.

mmwave rappaportDecember 1, 2010

F. Gutierrez, T. S. Rappaport, J. Murdock, “Millimeter-Wave CMOS Antennas and RFIC Parameter Extraction for Vehicular Applications,” IEEE 72nd Vehicular Technology Conference Fall (VTC), Ottawa, Canada, Sept. 6-9, 2010, pp.1-6.

60ghz rappaport, mmwave rappaportSeptember 1, 2010

T. S. Rappaport, F. Gutierrez, T. Al-Attar, “Millimeter-Wave and Terahertz Wireless RFIC and On-Chip Antenna Design: Tools and Layout Techniques,” Proceedings of IEEE First Workshop on Millimeter Wave and Terahertz Communications, in conjunction with IEEE Global Communications Conference (Globecom), Honolulu, HI, November 30-December 4, 2009.

60ghz rappaport, mmwave rappaportDecember 4, 2009

F. Gutierrez, S. Agarwal, K. Parrish, T. S. Rappaport, “On-Chip Integrated Antenna Structures in CMOS for 60 GHz WPAN Systems,” IEEE Journal on Selected Areas in Communications, Vol. 27, Issue 8, October 2009, pp.1367-1378.

60ghz rappaport, mmwave rappaportOctober 1, 2009

L. Ragan, A. Hassibi, T. S. Rappaport, C. L. Christianson, “Novel On-Chip Antenna Structures and Frequency Selective Surface (FSS) Approaches for Millimeter Wave Devices,” IEEE 66th Vehicular Technology Conference (VTC), Baltimore, MD, Oct. 1-3, 2007, pp. 2051-2055.

60ghz rappaport, mmwave rappaportOctober 1, 2007

C. R. Anderson and T. S. Rappaport, “In-Building Wideband Partition Loss Measurements at 2.5 and 60 GHz,” IEEE Transactions on Wireless Communications, Vol. 3, No. 3, May 2004, pp. 922-928.

60ghz rappaport, mmwave rappaportMay 1, 2004

H. Xu, V. Kukshya, T. S. Rappaport, “Spatial and Temporal Characteristics of 60 GHz Indoor Channels,” IEEE Journal on Selected Areas in Communications, Vol. 20, No. 3, April 2002, pp. 620-630.

60ghz rappaport, mmwave rappaportApril 1, 2002

H. Xu, D. A. Wolf, T. S. Rappaport, “Experimental and Theoretical Study of Short-terni Signal Variation During Rain,”April 14, 2000.

mmwave rappaportApril 14, 2000

H. Xu, T. S. Rappaport, D. A. de Wolf, “Experimental and Theoretical Study of Short-Term Signal Variation during Rain for Millimeter-Wave Point-to-Multipoint Applications,” AP2000 Millennium Conference on Antennas & Propagation, April 9-14, 2000, pp. 1534-1538.

mmwave rappaportApril 1, 2000

H. Xu, T. S. Rappaport, V. Kukshya, Ho. Izadpanah, “Multipath measurements and modeling for fixed broadband point-to-multipoint radio wave propagation links under different weather conditions,” The Bradley Dept. of Electrical and Computer Engineering, Feb 25, 2000.

mmwave rappaportFebruary 25, 2000

H. Xu, T. S. Rappaport, R. J. Boyle, J. H. Schaffner, “38 GHz Wideband Point-to-Multipoint Radio Wave Propagation Study for a Campus Environment,” 49th Annual International IEEE Vehicular Technology Conference, Houston, TX, May 16-19, 1999, pp. 1575-1579.

mmwave rappaportMay 1, 1999

G. D. Durgin, T. S. Rappaport, H. Xu, “Measurements and Models for Radio Path Loss and Penetration Loss in and Around Homes and Trees at 5.85 GHz,” IEEE Transactions on Communications, Vol. 46, No. 11, November 1998, pp. 1484-1496. [Paper is the winner of the 1999 IEEE Communications Society Stephen O. Rice Prize Paper Award]

mmwave rappaportNovember 1, 1998

G. D. Durgin, T. S. Rappaport and Hao Xu, “Partition-based path loss analysis for in-home and residential areas at 5.85 GHz,” IEEE GLOBECOM 1998 (Cat. NO. 98CH36250), Sydney,NSW, 1998, pp. 904-909 vol.2

mmwave rappaportNovember 1, 1998

J. H. Schaffner, H. Izadpanah, D. Gregoire, H. P. Hsu, H. Xu, R. J. Boyle, T. S. Rappaport, “Millimeter Wave Wireless Technology and Testbed Development for Wideband Infrastructure Access,” Session WCC-98TA7, Yd International Wireless Communications Conference, November l998, San Diego, CA.

mmwave rappaportNovember 1, 1998

T. S. Rappaport, K. Blankenship, H. Xu, “Propagation and radio system design issues in mobile radio systems for the GloMo project,” Mobile and Portable Radio Research Group, Bradley Department of Electrical and Computer Engineering, Virginia Polytechnic Institute and State University, 1997.

mmwave rappaportJanuary 1, 1997

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

mmwave rappaport, terahertz, testbedsNovember 1, 1991


Copyright (c) 2016 New York University

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. Users shall cite NYU WIRELESS publications regarding this work.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

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NYUSIM – Channel Model Simulator Application

RESEARCH PAPERS


CitationView PapersResearch AreasDate

Wi. 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, Jan 2019

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5g and 6g apps, testbedsAugust 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