Two beams are better than one: towards 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. We build mmReliable, a reliable mmWave system that implements multi-beamforming and user tracking to handle environmental vulnerabilities. It creates constructive multi-beam patterns and optimizes their angle, phase, and amplitude to maximize the signal strength at the receiver. Multi-beam links are reliable since they are resilient to occasional blockages of few constituent beams compared to a single-beam system. 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 2.3x improvement in the throughput-reliability product than single-beam systems.

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

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

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

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

[5]  Theodore S. Rappaport,et al.  Spatial and temporal characteristics of 60-GHz indoor channels , 2002, IEEE J. Sel. Areas Commun..

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

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

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

[9]  Gabriel M. Rebeiz,et al.  A 5G 24-30 GHz 2x32 Element Dual-Polarized Dual-Beam Phased Array Base-Station for 2x2 MIMO System , 2019, 2019 IEEE Global Communications Conference (GLOBECOM).

[10]  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.

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

[12]  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.

[13]  Renjie Zhao,et al.  M-Cube: a millimeter-wave massive MIMO software radio , 2020, MobiCom.

[14]  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).

[15]  Romit Roy Choudhury,et al.  SIGCOMM: G: Many-to-Many Beam Alignment in Millimeter Wave Networks , 2019 .

[16]  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.

[17]  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).

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

[19]  Tao Jiang,et al.  Dealing with link blockage in mmWave networks: D2D relaying or multi-beam reflection? , 2017, 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

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

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

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

[23]  Sachin Katti,et al.  SpotFi: Decimeter Level Localization Using WiFi , 2015, SIGCOMM.

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

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

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

[27]  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).

[28]  Shivendra S. Panwar,et al.  The Impact of Mobile Blockers on Millimeter Wave Cellular Systems , 2018, IEEE Journal on Selected Areas in Communications.

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

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

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

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

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

[34]  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).

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

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

[37]  Joerg Widmer,et al.  Practical Null Steering in Millimeter Wave Networks , 2021, NSDI.

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

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

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

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

[42]  Karthikeyan Sundaresan,et al.  SpaceBeam: LiDAR-driven one-shot mmWave beam management , 2021, MobiSys.

[43]  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.

[44]  Jun Fang,et al.  Intelligent Reflecting Surface-Assisted Millimeter Wave Communications: Joint Active and Passive Precoding Design , 2019, IEEE Transactions on Vehicular Technology.

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

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

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

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

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

[50]  Andreas F. Molisch,et al.  Outdoor to Indoor Propagation Channel Measurements at 28 GHz , 2019, IEEE Transactions on Wireless Communications.

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

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

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

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

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

[56]  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).

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

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

[59]  Sujit Dey,et al.  X-Array: approximating omnidirectional millimeter-wave coverage using an array of phased arrays , 2020, MobiCom.

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

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

[62]  Upamanyu Madhow,et al.  Compressive Channel Estimation and Tracking for Large Arrays in mm-Wave Picocells , 2015, IEEE Journal of Selected Topics in Signal Processing.

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

[64]  Francisco A. Espinal,et al.  UNBLOCK: Low Complexity Transient Blockage Recovery for Mobile mm-Wave Devices , 2021, 2021 International Conference on COMmunication Systems & NETworkS (COMSNETS).

[65]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

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

[67]  Dinesh Bharadia,et al.  ScatterMIMO: enabling virtual MIMO with smart surfaces , 2020, MobiCom.

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

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

[70]  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.

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

[72]  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.

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