Joint Spatial Multiplexing and Transmit Diversity in MIMO Ad Hoc Networks

Abstract This paper investigates the performance of MIMO ad hoc networks that employ transmit diversity, as delivered by the Alamouti scheme, and/or spatial multiplexing, according to the Vertical Bell Labs Layered Space-Time system (V-BLAST). Both techniques are implemented in the ns-3 network simulator by focusing on their overall effect on the resulting signal-to-interference-plus-noise ratio (SINR) at the intended receiver. Unlike previous works that have studied fully-connected scenarios or have assumed simple abstractions to represent MIMO behavior, this paper evaluates MIMO ad hoc networks that are not fully connected by taking into account the impact of multiple antennas on the carrier sense activity in CSMA-like medium access control (MAC) protocols. In addition to presenting a performance evaluation of ad hoc networks operating according to each individual MIMO scheme, this paper proposes simple modifications to the IEEE 802.11 DCF MAC to allow the joint operation of both MIMO techniques. Hence, each pair of nodes is allowed to select the best MIMO configuration for the impending data transfer. The joint operation is based on three operation modes that are selected based on the estimated SINR at the intended receiver and its comparison with a set of threshold values. The performance of ad hoc networks operating with the joint MIMO scheme is compared with the performance when using each individual MIMO scheme and the standard single-input single output (SISO) IEEE 802.11. Performance results are presented based on MAC-level throughput per node, delay, and throughput fairness under saturated traffic conditions.

[1]  He Chen,et al.  Millimeter Wave MIMO Channel Estimation Using Overlapped Beam Patterns and Rate Adaptation , 2016, IEEE Transactions on Signal Processing.

[2]  Ram Ramanathan,et al.  Ad hoc networking with directional antennas: a complete system solution , 2005, IEEE J. Sel. Areas Commun..

[3]  Michele Zorzi,et al.  A low-delay MAC solution for MIMO ad hoc networks , 2009, IEEE Transactions on Wireless Communications.

[4]  Marwan Krunz,et al.  Channel Access Scheme for MIMO-Enabled Ad Hoc Networks with Adaptive Diversity/Multiplexing Gains , 2009, Mob. Networks Appl..

[5]  Xin Wang,et al.  Opportunistic and cooperative spatial multiplexing in MIMO ad hoc networks , 2010, TNET.

[6]  Yuanyuan Yang,et al.  Adaptive Scheduling in MIMO-Based Heterogeneous Ad Hoc Networks , 2014, IEEE Transactions on Mobile Computing.

[7]  Naofal Al-Dhahir,et al.  Impact of space-time block codes on 802.11 network throughput , 2003, IEEE Trans. Wirel. Commun..

[8]  Yide Wang,et al.  Balancing Interference and Delay in Heterogeneous Ad Hoc Networks With MIMO , 2017, IEEE Access.

[9]  Chan-Byoung Chae,et al.  Adaptive spatial modulation for MIMO-OFDM , 2004, 2004 IEEE Wireless Communications and Networking Conference (IEEE Cat. No.04TH8733).

[10]  Andrea Goldsmith,et al.  Wireless Communications , 2005, 2021 15th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS).

[11]  F. Gagnon,et al.  Performance analysis of the V-BLAST algorithm: an analytical approach , 2002, 2002 International Zurich Seminar on Broadband Communications Access - Transmission - Networking (Cat. No.02TH8599).

[12]  Theodore S. Rappaport,et al.  State of the Art in 60-GHz Integrated Circuits and Systems for Wireless Communications , 2011, Proceedings of the IEEE.

[13]  Carlo Fischione,et al.  Millimeter Wave Ad Hoc Networks: Noise-Limited or Interference-Limited? , 2015, 2015 IEEE Globecom Workshops (GC Wkshps).

[14]  Michael Barton,et al.  Link Adaptation Algorithm for the IEEE 802.11n MIMO System , 2008, Networking.

[15]  J. J. Garcia-Luna-Aceves,et al.  A new approach to channel access scheduling for Ad Hoc networks , 2001, MobiCom '01.

[16]  Fulvio Babich,et al.  Considerations on the multiplexing and diversity tradeoff in ieee 802.11 networks , 2014, IET Commun..

[17]  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.

[18]  Robert W. Heath,et al.  Performance Analysis of Outdoor mmWave Ad Hoc Networks , 2014, IEEE Transactions on Signal Processing.

[19]  J. J. Garcia-Luna-Aceves,et al.  Modeling Wireless Ad Hoc Networks with Directional Antennas , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[20]  A. Robert Calderbank,et al.  Space-Time Codes for High Data Rate Wireless Communications : Performance criterion and Code Construction , 1998, IEEE Trans. Inf. Theory.

[21]  Muhammad Jaseemuddin,et al.  A Survey On MAC Protocols for Wireless Adhoc Networks with Beamforming Antennas , 2012, IEEE Communications Surveys & Tutorials.

[22]  Yik-Chung Wu,et al.  Clock Synchronization of Wireless Sensor Networks , 2011, IEEE Signal Processing Magazine.

[23]  Anthony Ephremides,et al.  Scheduling broadcasts in multihop radio networks , 1990, IEEE Trans. Commun..

[24]  Reinaldo A. Valenzuela,et al.  V-BLAST: an architecture for realizing very high data rates over the rich-scattering wireless channel , 1998, 1998 URSI International Symposium on Signals, Systems, and Electronics. Conference Proceedings (Cat. No.98EX167).

[25]  Robert W. Heath,et al.  Switching between diversity and multiplexing in MIMO systems , 2005, IEEE Transactions on Communications.

[26]  Leandros Tassiulas,et al.  CDR-MAC: A Protocol for Full Exploitation of Directional Antennas in Ad Hoc Wireless Networks , 2008, IEEE Transactions on Mobile Computing.

[27]  Yue Zhang,et al.  Interference-Based Topology Control Algorithm for Delay-Constrained Mobile Ad Hoc Networks , 2015, IEEE Transactions on Mobile Computing.

[28]  Carlo Fischione,et al.  Design aspects of short-range millimeter-wave networks: A MAC layer perspective , 2015, IEEE Network.

[29]  Marco Levorato,et al.  Physical layer approximations for cross-layer performance analysis in MIMO-BLAST ad hoc networks , 2007, IEEE Transactions on Wireless Communications.

[30]  Mathieu Lacage,et al.  Yet another network simulator , 2006 .

[31]  Fadhil Firyaguna,et al.  An approach for discrete-event simulations of alamouti scheme in ad hoc networks , 2013, 2013 IEEE 18th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD).

[32]  Khaled Ben Letaief,et al.  Open-Loop Link Adaptation for Next-Generation IEEE 802.11n Wireless Networks , 2009, IEEE Transactions on Vehicular Technology.

[33]  François Gagnon,et al.  V-BLAST without optimal ordering: analytical performance evaluation for Rayleigh fading channels , 2006, IEEE Transactions on Communications.

[34]  Robert W. Heath,et al.  MmWave ad hoc network coverage and capacity , 2015, 2015 IEEE International Conference on Communications (ICC).

[35]  Michele Zorzi,et al.  Initial Access in 5G mmWave Cellular Networks , 2016, IEEE Communications Magazine.

[36]  Shuangshuang Han,et al.  Performance evaluation for multi-antenna vehicular communication based on IEEE 802.11p standard , 2016, 2016 International Conference on Computing, Networking and Communications (ICNC).

[37]  Shuangfeng Han,et al.  Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G , 2015, IEEE Communications Magazine.

[38]  Raj Jain,et al.  A Quantitative Measure Of Fairness And Discrimination For Resource Allocation In Shared Computer Systems , 1998, ArXiv.

[39]  Siavash M. Alamouti,et al.  A simple transmit diversity technique for wireless communications , 1998, IEEE J. Sel. Areas Commun..

[40]  Carlo Fischione,et al.  Millimeter Wave Cellular Networks: A MAC Layer Perspective , 2015, IEEE Transactions on Communications.

[41]  Gerard J. Foschini,et al.  Layered space-time architecture for wireless communication in a fading environment when using multi-element antennas , 1996, Bell Labs Technical Journal.

[42]  Junshan Zhang,et al.  MIMO ad hoc networks: Medium access control, saturation throughput, and optimal hop distance , 2004, Journal of Communications and Networks.

[43]  E. Gelal,et al.  Exploiting Diversity Gain in MIMO Equipped Ad hoc Networks , 2006, 2006 Fortieth Asilomar Conference on Signals, Systems and Computers.

[44]  Matthew R. McKay,et al.  Topics in wireless communications , 2001, IEEE Communications Magazine.

[45]  Michalis Faloutsos,et al.  A Framework for Distributed Spatio-Temporal Communications in Mobile Ad Hoc Networks , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[46]  Dmitry Akhmetov,et al.  Ieee 802.11ad: introduction and performance evaluation of the first multi-gbps wifi technology , 2010, mmCom '10.

[47]  Dario Floreano,et al.  Dynamic Routing for Flying Ad Hoc Networks , 2014, IEEE Transactions on Vehicular Technology.

[48]  J. J. Garcia-Luna-Aceves,et al.  Analytical Modeling of Ad Hoc Networks that Utilize Space-Time Coding , 2006, 2006 4th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks.

[49]  Theodore S. Rappaport,et al.  Radiocommunications , 1967, Revue Internationale de la Croix-Rouge.

[50]  Nitin H. Vaidya,et al.  Deafness: a MAC problem in ad hoc networks when using directional antennas , 2004, Proceedings of the 12th IEEE International Conference on Network Protocols, 2004. ICNP 2004..

[51]  Fadhil Firyaguna,et al.  Throughput performance of V-BLAST-enabled wireless ad hoc networks , 2012, 2012 1st IEEE International Conference on Communications in China (ICCC).

[52]  Frank Slomka,et al.  MIMO-enabling PHY layer enhancement for vehicular ad-hoc networks , 2015, 2015 IEEE Wireless Communications and Networking Conference Workshops (WCNCW).

[53]  Aifeng Ren,et al.  Directional virtual carrier sensing for directional antennas in mobile ad hoc networks , 2002, MobiHoc '02.

[54]  Thomas K. Paul,et al.  Wireless LAN Comes of Age: Understanding the IEEE 802.11n Amendment , 2008, IEEE Circuits and Systems Magazine.

[55]  Raghupathy Sivakumar,et al.  Routing in ad-hoc networks with MIMO links , 2005, 13TH IEEE International Conference on Network Protocols (ICNP'05).

[56]  Salman Durrani,et al.  Power Beacon-Assisted Millimeter Wave Ad Hoc Networks , 2018, IEEE Transactions on Communications.

[57]  Marcelo M. Carvalho,et al.  In-band omnidirectional initial access via Alamouti scheme in millimeter-wave cellular networks , 2018, 2018 Wireless Days (WD).

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

[59]  Marwan Krunz,et al.  Throughput-Oriented Power Control in MIMO-Based Ad Hoc Networks , 2007, 2007 IEEE International Conference on Communications.

[60]  Kyungwhoon Cheun,et al.  Millimeter-wave beamforming as an enabling technology for 5G cellular communications: theoretical feasibility and prototype results , 2014, IEEE Communications Magazine.

[61]  Tamer A. ElBatt On the scheduling, multiplexing and diversity trade-off in MIMO ad hoc networks: A unified framework , 2013, Ad Hoc Networks.