NYUSIM: The Open Source 5G Channel Model Simulator software

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

Project Description

Extensive measurements and 5G 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


Download the NYUSIM application here.

Download NYUSIM


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

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 cellular system design, mmwave rappaportDecember 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.

MmWave cellular system design, mmWave Channel Modeling, 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.

MmWave cellular system design, mmWave Channel Modeling, 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, Localization, mmWave Channel Modeling, mmwave rappaport, Ray TracingDecember 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 cellular system design, mmWave Channel Modeling, 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 Channel Modeling, mmwave rappaport, 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 cellular system design, mmWave Channel Modeling, 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 cellular system design, mmWave Channel Modeling, 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 cellular system design, mmWave Channel Modeling, mmwave rappaport, 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 cellular system design, mmWave Channel Modeling, mmwave rappaport, terahertzApril 1, 2018

S. Rangan, M. Mezzavilla, T.S. Rappaport, M. Polese, A. Zanella, A. Dhananjay, C. Kessler, M. Zorzi, “Public Safety Communications above 6 GHz: Challenges and Opportunities,” in IEEE Access, vol. 6, pp. 316-329, 2018.

5g and 6g apps, 6 ghz, mmwave rappaport, public safetyFebruary 14, 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 cellular system design, mmWave Channel Modeling, 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.

5G Channel Models, MmWave cellular system design, mmWave Channel Modeling, 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.

100 GHz, Dynamic Channel Models, Macro-diversity, MmWave cellular system design, mmWave Channel Modeling, mmWave Channel Models, mmWave MAC, mmwave rappaport, multi connectivity handover, Spatial Channel Estimation and Tracking, Spectrum Sharing, 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

G. R. MacCartney, Jr. and T. S. Rappaport, “A Flexible Millimeter-Wave Channel Sounder with Absolute Timing,” IEEE Journal on Selected Areas in Communications, vol. 35, no. 6, pp. 1402-1418, June 2017.

5G Channel Models, Channel Sounder, Millimeter Wave 5G Prototype, mmWave Channel Models, mmWave MAC, mmwave rappaport, ns3, terahertzJune 1, 2017

S. Sun and T. S. Rappaport, “Millimeter Wave MIMO Channel Estimation Based on Adaptive Compressed Sensing,” 2017 IEEE International Conference on Communications Workshop (ICCW), May 2017.

5G Channel Models, Millimeter Wave 5G Prototype, MIMO, MmWave cellular system design, mmWave Channel Modeling, mmwave rappaport, Prototyping and simulation software, Spatial Channel Estimation and Tracking, terahertzMay 23, 2017

G. R. MacCartney, Jr. and T. S. Rappaport, “A Flexible Wideband Millimeter-Wave Channel Sounder with Local Area and NLOS to LOS Transition Measurements,” in 2017 IEEE International Conference on Communications (ICC), Paris, France, May 2017, pp. 1-7.

100 GHz, 5G Channel Models, Channel Sounder, Dynamic Channel Models, Macro-diversity, Millimeter Wave 5G Prototype, MmWave cellular system design, mmWave Channel Modeling, mmWave Channel Models, mmwave rappaport, Prototyping and simulation software, Spatial Channel Estimation and Tracking, terahertzMay 1, 2017

P. A. Eliasi; S. Rangan; T. S. Rappaport, “Low-Rank Spatial Channel Estimation for Millimeter Wave Cellular Systems,” IEEE Transactions on Wireless Communications, vol. 16, no. 5, pp. 2748-2759, May 2017.

mmwave rappaport, Spatial Channel Estimation and Tracking, terahertz, Wireless CommMay 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.

5G Channel Models, Millimeter Wave 5G Prototype, MmWave cellular system design, mmWave Channel Modeling, mmWave MAC, mmwave rappaport, Prototyping and simulation software, 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 cellular system design, mmWave Channel Modeling, 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.

5G Channel Models, Millimeter Wave 5G Prototype, MmWave cellular system design, mmWave Channel Modeling, mmWave Channel Models, mmwave rappaport, Prototyping and simulation software, Spatial Channel Estimation and Tracking, 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.

5G Channel Models, Millimeter Wave 5G Prototype, MmWave cellular system design, mmWave Channel Modeling, mmWave Channel Models, mmWave MAC, mmwave rappaport, Prototyping and simulation software, Spatial Channel Estimation and Tracking, 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 rappaportOctober 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 cellular system design, 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.

100 GHz, Dynamic Channel Models, Millimeter Wave 5G Prototype, mmWave Channel Models, mmwave rappaportAugust 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.

Dynamic Channel Models, Macro-diversity, mmwave rappaportJuly 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 Channel Models, mmwave rappaportMay 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 Channel Models, mmwave rappaportMay 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 Channel Models, mmwave rappaportMarch 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 rappaportFebruary 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 cellular system design, mmWave Channel Models, mmwave rappaportFebruary 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 MAC, mmwave rappaportNovember 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 MAC, mmwave rappaportNovember 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 Channel Models, mmwave rappaportJune 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.

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.

100 GHz, 5G Channel Models, mmwave rappaportMay 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 Channel Models, mmwave rappaportMarch 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.

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, Channel Modeling, mmWave Channel Models, mmwave rappaportDecember 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.

MIMO, mmwave rappaport, Spatial Channel Estimation and TrackingNovember 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.

Millimeter Wave 5G Prototype, mmWave Channel Models, mmwave rappaportNovember 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 Channel Modeling, mmWave Channel Models, mmwave rappaportSeptember 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 Channel Models, mmwave rappaport, mmWave Ray-TracingSeptember 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 Channel Models, mmwave rappaportSeptember 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, Channel Modeling, mmWave Channel Models, mmwave rappaportSeptember 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 Channel Models, mmwave rappaport, 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 Channel Models, mmwave rappaport, 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 Channel Models, mmWave MAC, mmwave rappaport, Wireless CommJune 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 Channel Models, mmwave rappaportJune 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, 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 Channel Models, mmwave rappaport, Spatial Channel Estimation and TrackingJune 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 Channel Models, mmwave rappaportJune 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 Channel Models, mmwave rappaportJune 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 Channel Models, mmwave rappaport, Spatial Channel Estimation and TrackingJune 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 cellular system design, mmWave Channel Modeling, mmwave rappaportNovember 1, 1991


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