Opportunistic routing based on partial CSI in MIMO random ad-hoc networks
Abstract
In this paper we consider opportunistic routing in multiple-input–multiple-output (MIMO) random wireless ad-hoc networks (WANETs). Our analysis uses a proper model of the physical layer together with an abstraction of the higher communication layers. We assume that the nodes are distributed according to a Poisson point process and consider a routing scheme that opportunistically selects the next relay and the number of spatially multiplexed data streams. The routing decisions are based on geographic locations, the channel gains of the neighbor nodes, and the statistical characterization of all other nodes. Unlike the single antenna case, the optimal routing scheme cannot be explicitly expressed. Hence, we propose a smart-routing scheme for MIMO that adapts the number of data streams per user to the channel conditions. The numerical results demonstrate that this scheme outperforms all previously published schemes for this scenario. The findings highlight the importance of channel state information for efficient routing, and the need for an adaptive selection of the number of data streams at each transmitter.
References
[1]
Royer EM and Toh C-K A review of current routing protocols for ad hoc mobile wireless networks IEEE personal communications 1999 6 2 46-55
[2]
Agrawal DP and Zeng Q-A Introduction to Wireless and Mobile Systems 2015 Boston, MA Cengage learning
[3]
Wang J, Jiang C, Han Z, Ren Y, Maunder RG, and Hanzo L Taking drones to the next level: Cooperative distributed unmanned-aerial-vehicular networks for small and mini drones IEEE vehicular technology magazine 2017 12 3 73-82
[4]
Elmasry GF A comparative review of commercial vs. tactical wireless networks IEEE Communications Magazine 2010 48 10 54-59
[5]
Gomez K, Goratti L, Rasheed T, and Reynaud L Enabling disaster-resilient 4G mobile communication networks IEEE Communications Magazine 2014 52 12 66-73
[6]
Mehmood Y, Haider N, Imran M, Timm-Giel A, and Guizani M M2M communications in 5G: state-of-the-art architecture, recent advances, and research challenges IEEE Communications Magazine 2017 55 9 194-201
[7]
F. Baccelli, B. Blaszczyszyn, Stochastic Geometry and Wireless Networks: Volume I Theory vol.1. Now Publishers Inc, Boston - Delft (2010)
[8]
Weber S, Andrews JG, and Jindal N An overview of the transmission capacity of wireless networks IEEE Transactions on Communications 2010 58 12 3593-3604
[9]
Haenggi M Stochastic Geometry for Wireless Networks 2012 Cambridge Cambridge University Press
[10]
Haenggi M, Andrews JG, Baccelli F, Dousse O, and Franceschetti M Stochastic geometry and random graphs for the analysis and design of wireless networks IEEE Journal on Selected Areas in Communications 2009 27 7 1029-1046
[11]
Baccelli F, Blaszczyszyn B, and Muhlethaler P An ALOHA protocol for multihop mobile wireless networks IEEE Transactions on Information Theory 2006 52 2 421-436
[12]
Nardelli PH, Cardieri P, and Latva-aho M Efficiency of wireless networks under different hopping strategies IEEE Transactions on Wireless Communications 2012 11 1 15-20
[13]
F. Baccelli, B. Blaszczyszyn, P. Muhlethaler, On the performance of time-space opportunistic routing in multihop mobile ad hoc networks. In: Proceedings of the 6th IEEE International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks and Workshops, pp. 307–316 (2008)
[14]
Haenggi M On routing in random Rayleigh fading networks IEEE Transactions on Wireless Communications 2005 4 4 1553-1562
[15]
S. Weber, N. Jindal, R.K. Ganti, M. Haenggi, Longest edge routing on the spatial ALOHA graph. In: Proceedings of the IEEE Global Telecommunications Conference (GLOBECOM), pp. 1–5 (2008)
[16]
Zanella A, Bazzi A, Pasolini G, and Masini B On the impact of routing strategies on the interference of ad hoc wireless networks IEEE Transactions on Communications 2013 61 10 4322-4333
[17]
Y. Richter, I. Bergel, Optimal and suboptimal routing based on partial CSI in wireless ad-hoc networks. In: Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), pp. 191–195 (2015)
[18]
Y. Richter, I. Bergel, Statistically optimal routing scheme in multihop wireless ad-hoc networks. In: Proceedings of the 28th IEEE Convention of Electrical and Electronics Engineers in Israel (IEEEI), pp. 1–5 (2014)
[19]
Y. Richter, I. Bergel, Optimal and suboptimal routing for wideband ad-hoc networks. In: Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), pp. 1–5 (2016)
[20]
Richter Y and Bergel I Optimal and suboptimal routing based on partial CSI in random ad-hoc networks IEEE Transactions on Wireless Communications 2018 17 4 2815-2826
[21]
Lee J, Lee N, and Baccelli F Scaling laws for ergodic spectral efficiency in MIMO Poisson networks IEEE Transactions on Information Theory 2017 64 4 2791-2804
[22]
Andrews JG, Weber S, Kountouris M, and Haenggi M Random access transport capacity IEEE Transactions on Wireless Communications 2010 9 6 2101-2111
[23]
N. Ravindran, P. Wu, J. Blomer, N. Jindal, Optimized multi-antenna communication in ad-hoc networks with opportunistic routing. In: Proceedings of the 44 IEEE Asilomar Conference on Signals, Systems and Computers), pp. 1593–1597 (2010)
[24]
George Y, Bergel I, and Zehavi E The ergodic rate density of ALOHA wireless ad-hoc networks IEEE Transactions on Wireless Communications 2013 12 12 6340-6351
[25]
George G, Mungara RK, Lozano A, and Haenggi M Ergodic spectral efficiency in MIMO cellular networks IEEE Transactions on Wireless Communications 2017 16 5 2835-2849
[26]
R.H. Louie, M.R. McKay, N. Jindal, I.B. Collings, Spatial multiplexing with MMSE receivers in ad hoc networks. In: Proceedings of the IEEE International Conference on Communications (ICC), pp. 1–5 (2011)
[27]
Jindal N, Andrews JG, and Weber S Multi-antenna communication in ad hoc networks: Achieving MIMO gains with SIMO transmission IEEE Transactions on Communications 2011 59 2 529-540
[28]
Louie RH, McKay MR, and Collings IB Open-loop spatial multiplexing and diversity communications in ad hoc networks IEEE Transactions on Information Theory 2011 57 1 317-344
[29]
Huang K, Andrews JG, Guo D, Heath RW Jr, and Berry RA Spatial interference cancellation for multiantenna mobile ad hoc networks IEEE Transactions on Information Theory 2012 58 3 1660-1676
[30]
Vaze R and Heath RW Transmission capacity of ad-hoc networks with multiple antennas using transmit stream adaptation and interference cancellation IEEE Transactions on Information Theory 2012 58 2 780-792
[31]
Veetil ST, Kuchi K, and Ganti RK Performance of PZF and MMSE receivers in cellular networks with multi-user spatial multiplexing IEEE Transactions on Wireless Communications 2015 14 9 4867-4878
[32]
Khoshkholgh MG, Shin KG, Navaie K, and Leung VC Coverage performance in multi-stream MIMO-ZFBF heterogeneous networks IEEE Transactions on Vehicular Technology 2017 66 8 6801-6818
[33]
Arnbak J and Van Blitterswijk W Capacity of slotted ALOHA in Rayleigh-fading channels IEEE Journal on Selected Areas in Communications 1987 5 2 261-269
[34]
A.M. Hunter, R.K. Ganti, J.G. Andrews: Transmission capacity of multi-antenna ad hoc networks with CSMA. In: 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers, pp. 1577–1581 (2010). IEEE
[35]
George Y and Bergel I The spectral efficiency of slotted CSMA ad-hoc networks with directional antennas IEEE Transactions on Wireless Communications 2012 11 10 3799-3809
[36]
Yoo T and Goldsmith A Capacity and power allocation for fading MIMO channels with channel estimation error IEEE Transactions on Information Theory 2006 52 5 2203-2214
[37]
M. Guillaud, D.T. Slock, R. Knopp, A practical method for wireless channel reciprocity exploitation through relative calibration. In: Proceedings of the Information Sciences, Signal Processing and Their Applications (ISSPA), pp. 403–406 (2005)
[38]
Gong Z and Haenggi M The local delay in mobile poisson networks IEEE Transactions on Wireless Communications 2013 12 9 4766-4777
[39]
Y. Richter, I. Bergel, Analysis of the simulated aggregate interference in random ad-hoc networks. In: Proceedings of the 15th IEEE International Workshop on Signal Processing Advances in Wireless Communication (SPAWC), pp. 374–378 (2014). IEEE
[40]
Yu W and Cioffi JM Constant-power waterfilling: performance bound and low-complexity implementation IEEE Transactions on Communications 2006 54 1 23-28
[41]
Blachman NM Projection of a spherical distribution and its inversion IEEE Transactions on Signal Processing 1991 39 11 2544-2547
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© The Author(s) 2021.
Publisher
Hindawi Limited
London, United Kingdom
Publication History
Published: 26 May 2021
Accepted: 12 May 2021
Received: 08 September 2020
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