Two beams are better than one: Enabling reliable and high throughput mmWave links

Millimeter-wave communication with high throughput and high reliability is poised to be a gamechanger for V2X and VR applications. However, mmWave links are notorious for low reliability since they suffer from frequent outages due to blockage and user mobility. Traditional mmWave systems are hardly reliable for two reasons. First, they create a highly directional link that acts as a single point of failure and cannot be sustained for high user mobility. Second, they follow a ‘reactive’ approach, which reacts after the link has already suffered an outage. We build mmReliable, a reliable mmWave system that implements smart analog beamforming and user tracking to handle environmental vulnerabilities. It creates custom beam patterns with multiple lobes and optimizes their angle, phase, and amplitude to maximize the signal strength at the receiver. Such phase-coherent multi-beam patterns allow the signal to travel along multiple paths and add up constructively at the receiver to improve throughput. Of course, multi-beam links are resilient to occasional blockages of few beams in multi-beam compared to a single-beam system. With user mobility, mmReliable proactively tracks the motion in the background by leveraging continuous channel estimates without affecting the data rates. We implement mmReliable on a 28 GHz testbed with 400 MHz bandwidth and a 64 element phased-array supporting 5G NR waveforms. Rigorous indoor and outdoor experiments demonstrate that mmReliable achieves close to 100% reliability providing 1.5 times better throughput than traditional single-beam systems.

[1]  Robert W. Heath,et al.  Spatially Sparse Precoding in Millimeter Wave MIMO Systems , 2013, IEEE Transactions on Wireless Communications.

[2]  Robert W. Heath,et al.  Low complexity precoding for large millimeter wave MIMO systems , 2012, 2012 IEEE International Conference on Communications (ICC).

[3]  Ben Y. Zhao,et al.  Demystifying 60GHz outdoor picocells , 2014, MobiCom.

[4]  Omid Salehi-Abari,et al.  Enabling High-Quality Untethered Virtual Reality , 2017, NSDI.

[5]  Feng Qian,et al.  Flare: Practical Viewport-Adaptive 360-Degree Video Streaming for Mobile Devices , 2018, MobiCom.

[6]  Byonghyo Shim,et al.  Ultra-Reliable and Low-Latency Communications in 5G Downlink: Physical Layer Aspects , 2017, IEEE Wireless Communications.

[7]  Parameswaran Ramanathan,et al.  60 GHz Indoor Networking through Flexible Beams: A Link-Level Profiling , 2015, SIGMETRICS 2015.

[8]  Paolo Casari,et al.  LEAP: Location Estimation and Predictive Handover with Consumer-Grade mmWave Devices , 2019, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications.

[9]  Dimitrios Koutsonikolas,et al.  LiSteer: mmWave Beam Acquisition and Steering by Tracking Indicator LEDs on Wireless APs , 2018, MobiCom.

[10]  Dimitrios Koutsonikolas,et al.  Multi-Stream Beam-Training for mmWave MIMO Networks , 2018, MobiCom.

[11]  Jeongho Park,et al.  Random access in millimeter-wave beamforming cellular networks: issues and approaches , 2015, IEEE Communications Magazine.

[12]  Jörg Widmer,et al.  Adaptive Codebook Optimization for Beam Training on Off-the-Shelf IEEE 802.11ad Devices , 2018, MobiCom.

[13]  Edward W. Knightly,et al.  Mobility resilience and overhead constrained adaptation in directional 60 GHz WLANs: protocol design and system implementation , 2016, MobiHoc.

[14]  Xuemin Shen,et al.  MAC-Layer Concurrent Beamforming Protocol for Indoor Millimeter-Wave Networks , 2015, IEEE Transactions on Vehicular Technology.

[15]  Kyu-Han Kim,et al.  Accurate 3D Localization for 60 GHz Networks , 2018, SenSys.

[16]  Arnab Roy,et al.  A Tutorial on Beam Management for 3GPP NR at mmWave Frequencies , 2018, IEEE Communications Surveys & Tutorials.

[17]  Liang Zhou,et al.  Efficient codebook-based MIMO beamforming for millimeter-wave WLANs , 2012, 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC).

[18]  J. Jornet,et al.  Enabling Indoor Mobile Millimeter-wave Networks Based on Smart Reflect-arrays , 2018, IEEE INFOCOM 2018 - IEEE Conference on Computer Communications.

[19]  Jörg Widmer,et al.  Zero Overhead Device Tracking in 60 GHz Wireless Networks using Multi-Lobe Beam Patterns , 2017, CoNEXT.

[20]  Theodore S. Rappaport,et al.  Rapid Fading Due to Human Blockage in Pedestrian Crowds at 5G Millimeter-Wave Frequencies , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[21]  Shaoyuan Yang,et al.  Autonomous Environment Mapping Using Commodity Millimeter-wave Network Device , 2019, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications.

[22]  Upamanyu Madhow,et al.  Noncoherent mmWave Path Tracking , 2017, HotMobile.

[23]  A.M. Sayeed,et al.  Maximizing MIMO Capacity in Sparse Multipath With Reconfigurable Antenna Arrays , 2007, IEEE Journal of Selected Topics in Signal Processing.

[24]  Gabriel M. Rebeiz,et al.  A 64-Element 28-GHz Phased-Array Transceiver With 52-dBm EIRP and 8–12-Gb/s 5G Link at 300 Meters Without Any Calibration , 2018, IEEE Transactions on Microwave Theory and Techniques.

[25]  Xinyu Zhang,et al.  Pose Information Assisted 60 GHz Networks: Towards Seamless Coverage and Mobility Support , 2017, MobiCom.

[26]  Parameswaran Ramanathan,et al.  BeamSpy: Enabling Robust 60 GHz Links Under Blockage , 2016, NSDI.

[27]  Ignas Niemegeers,et al.  Robust 60 GHz Indoor Connectivity: Is It Possible with Reflections? , 2010, 2010 IEEE 71st Vehicular Technology Conference.

[28]  Feng Yu,et al.  Improving the Robustness of 60 GHz Indoor Connectivity by Deployment of Mirrors , 2018, 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC).

[29]  Julius Mueller,et al.  Enabling Mobile Augmented and Virtual Reality with 5 G Networks , 2018 .

[30]  Kyu-Han Kim,et al.  WiFi-Assisted 60 GHz Wireless Networks , 2017, MobiCom.

[31]  Dinesh Bharadia,et al.  mMobile: Building a mmWave Testbed to Evaluate and Address Mobility Effects , 2020, mmNets.

[32]  Sundeep Rangan,et al.  Comparative analysis of initial access techniques in 5G mmWave cellular networks , 2016, 2016 Annual Conference on Information Science and Systems (CISS).

[33]  Parth H. Pathak,et al.  mmChoir: Exploiting Joint Transmissions for Reliable 60GHz mmWave WLANs , 2018, MobiHoc.

[34]  Omid Salehi-Abari,et al.  Millimeter Wave Communications: From Point-to-Point Links to Agile Network Connections , 2016, HotNets.

[35]  Sundeep Rangan,et al.  Initial Access in Millimeter Wave Cellular Systems , 2015, IEEE Transactions on Wireless Communications.

[36]  Dimitrios Koutsonikolas,et al.  Two-dimensional reduction of beam training overhead in crowded 802.11ad based networks , 2018, IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

[37]  Robert W. Heath,et al.  Channel Estimation and Hybrid Precoding for Millimeter Wave Cellular Systems , 2014, IEEE Journal of Selected Topics in Signal Processing.

[38]  Piotr Indyk,et al.  Fast millimeter wave beam alignment , 2018, SIGCOMM.

[39]  Robert W. Heath,et al.  Beam Switching for Millimeter Wave Communication to Support High Speed Trains , 2015, 2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall).

[40]  Dipankar Raychaudhuri,et al.  Challenge: COSMOS: A city-scale programmable testbed for experimentation with advanced wireless , 2020, MobiCom.

[41]  Theodore S. Rappaport,et al.  Broadband Millimeter-Wave Propagation Measurements and Models Using Adaptive-Beam Antennas for Outdoor Urban Cellular Communications , 2013, IEEE Transactions on Antennas and Propagation.

[42]  Theodore S. Rappaport,et al.  Multi-beam antenna combining for 28 GHz cellular link improvement in urban environments , 2013, 2013 IEEE Global Communications Conference (GLOBECOM).

[43]  Gil Zussman,et al.  28 GHz Channel Measurements in the COSMOS Testbed Deployment Area , 2019, mmNets@MobiCom.

[44]  Theodore S. Rappaport,et al.  In-building wideband partition loss measurements at 2.5 and 60 GHz , 2004, IEEE Transactions on Wireless Communications.

[45]  Xinyu Zhang,et al.  Beam-forecast: Facilitating mobile 60 GHz networks via model-driven beam steering , 2017, IEEE INFOCOM 2017 - IEEE Conference on Computer Communications.

[46]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

[47]  Robert W. Heath,et al.  An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems , 2015, IEEE Journal of Selected Topics in Signal Processing.

[48]  Xinyu Zhang,et al.  Facilitating Robust 60 GHz Network Deployment By Sensing Ambient Reflectors , 2017, NSDI.

[49]  Marwan Krunz,et al.  Smartlink: Exploiting Channel Clustering Effects for Reliable Millimeter Wave Communications , 2019, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications.

[50]  Feng Qian,et al.  A First Measurement Study of Commercial mmWave 5G Performance on Smartphones , 2019, ArXiv.

[51]  Song Wang,et al.  Demystifying millimeter-wave V2X: towards robust and efficient directional connectivity under high mobility , 2020, MobiCom.

[52]  Song Wang,et al.  Robot Navigation in Radio Beam Space: Leveraging Robotic Intelligence for Seamless mmWave Network Coverage , 2019, MobiHoc.

[53]  Theodore S. Rappaport,et al.  38 GHz and 60 GHz angle-dependent propagation for cellular & peer-to-peer wireless communications , 2012, 2012 IEEE International Conference on Communications (ICC).

[54]  Sundeep Rangan,et al.  Directional initial access for millimeter wave cellular systems , 2015, 2015 49th Asilomar Conference on Signals, Systems and Computers.

[55]  Marwan Krunz,et al.  Multi-beam Transmissions for Blockage Resilience and Reliability in Millimeter-Wave Systems , 2019, IEEE Journal on Selected Areas in Communications.

[56]  Andreas F. Molisch,et al.  Continuous Analog Channel Estimation-Aided Beamforming for Massive MIMO Systems , 2019, IEEE Transactions on Wireless Communications.

[57]  Ada S. Y. Poon,et al.  Coding the Beams: Improving Beamforming Training in mmWave Communication System , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[58]  Kyu-Han Kim,et al.  Towards Scalable and Ubiquitous Millimeter-Wave Wireless Networks , 2018, MobiCom.

[59]  Xinyu Zhang,et al.  Following the Shadow: Agile 3-D Beam-Steering for 60 GHz Wireless Networks , 2018, IEEE INFOCOM 2018 - IEEE Conference on Computer Communications.

[60]  Jörg Widmer,et al.  Steering with eyes closed: Mm-Wave beam steering without in-band measurement , 2015, 2015 IEEE Conference on Computer Communications (INFOCOM).

[61]  David Tse,et al.  Fundamentals of Wireless Communication , 2005 .

[62]  Arun Paidimarri,et al.  A 128-element Dual-Polarized Software-Defined Phased Array Radio for mm-wave 5G Experimentation , 2018, mmNets.

[63]  Ben Y. Zhao,et al.  Mirror mirror on the ceiling: flexible wireless links for data centers , 2012, SIGCOMM '12.

[64]  Jörg Widmer,et al.  POLAR: Passive object localization with IEEE 802.11ad using phased antenna arrays , 2020, IEEE INFOCOM 2020 - IEEE Conference on Computer Communications.

[65]  Ismail Güvenç,et al.  Coverage Enhancement for mm Wave Communications using Passive Reflectors , 2018, 2018 11th Global Symposium on Millimeter Waves (GSMM).